S. Van Huffel

发表

A Mathematical Model for Interpretable Clinical Decision Support with Applications in Gynecology

Stephen P. Boyd, J. Suykens, T. Bourne, 2012, PloS one.

The use of a new logistic regression model for predicting the outcome of pregnancies of unknown location.

T. Bourne, D. Timmerman, S. Van Huffel, 2004, Human reproduction.

Classification of brain tumours using short echo time 1H MR spectra.

J. Suykens, S. Huffel, S. Van Huffel, 2004, Journal of magnetic resonance.

The use of multivariate MR imaging intensities versus metabolic data from MR spectroscopic imaging for brain tumour classification.

A. W. Simonetti, J. Suykens, S. Huffel, 2005, Journal of magnetic resonance.

Improving the Interpretation of Ictal Scalp EEG: BSS–CCA Algorithm for Muscle Artifact Removal

W. van Paesschen, S. Van Huffel, P. Dupont, 2007, Epilepsia.

Characterization of interictal and ictal scalp EEG signals with the Hilbert transform

W. van Paesschen, S. Van Huffel, P. Lemmerling, 2003, Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No.03CH37439).

A new muscle artifact removal technique to improve the interpretation of the ictal scalp electroencephalogram

W. van Paesschen, S. Van Huffel, A. Vergult, 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

Canonical Correlation Analysis in the Study of Cerebral and Peripheral Haemodynamics Interrelations with Systemic Variables in Neonates Supported on ECMO

S. Van Huffel, M. Elliott, C. Elwell, 2012, Advances in experimental medicine and biology.

Automatic segmentation and volumetry of multiple sclerosis brain lesions from MR images

Saurabh Jain, D. Smeets, S. Van Huffel, 2015, NeuroImage: Clinical.

A novel neural approach to inverse problems with discontinuities (the GMR neural network)

S. Van Huffel, G. Cirrincione, Chuang Lu, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

Improving spatiotemporal characterization of cognitive processes with data-driven EEG-fMRI analysis.

M De Vos, S Van Huffel, B Mijović, 2012, Prilozi.

Measurement of Neurovascular Coupling in Neonates

S. Van Huffel, K. Jansen, A. Caicedo, 2019, Front. Physiol..

Tumour Relapse Prediction Using Multiparametric MR Data Recorded during Follow-Up of GBM Patients

Sabine Van Huffel, Frederik Maes, Uwe Himmelreich, 2015, BioMed research international.

A brain-age model for preterm infants based on functional connectivity

S Van Huffel, G Naulaers, S. Van Huffel, 2018, Physiological measurement.

Hierarchical non‐negative matrix factorization to characterize brain tumor heterogeneity using multi‐parametric MRI

Sabine Van Huffel, Frederik Maes, Jelle Veraart, 2015, NMR in biomedicine.

Journal of Quantitative Analysis in Sports The Curse of Scoreless Draws in Soccer : The Relationship with a Team ' s Offensive , Defensive , and Overall Performance

Sabine Van Huffel, Tim Smits, Ben Van Calster, 2011 .

Probabilistic cardiac and respiratory based classification of sleep and apneic events in subjects with sleep apnea

S. Huffel, S. Van Huffel, J. Sloten, 2015, Physiological measurement.

MRS signal quantitation: a review of time- and frequency-domain methods.

S. Van Huffel, D. Sima, J. Poullet, 2008, Journal of magnetic resonance.

Exponential data fitting using multilinear algebra: the decimative case

L. De Lathauwer, S. Van Huffel, J. Papy, 2009 .

Simple ultrasound‐based rules for the diagnosis of ovarian cancer

D. Jurkovic, T. Bourne, B. van Calster, 2008, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Preoperative diagnosis of ovarian tumors using Bayesian kernel‐based methods

J. Suykens, B. van Calster, D. Timmerman, 2007, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

External Validation of Diagnostic Models to Estimate the Risk of Malignancy in Adnexal Masses

T. Bourne, B. van Calster, D. Timmerman, 2011, Clinical Cancer Research.

Triple‐negative breast cancer: Present challenges and new perspectives

T. Sørlie, A. Børresen-Dale, S. Van Huffel, 2010, Molecular oncology.

Regularized semiparametric model identification with application to nuclear magnetic resonance signal quantification with unknown macromolecular base‐line

S. Van Huffel, D. Sima, 2006 .

A tutorial on support vector machine-based methods for classification problems in chemometrics.

J. Suykens, B. De Moor, S. Van Huffel, 2010, Analytica chimica acta.

Measuring Near-Infrared Spectroscopy Derived Cerebral Autoregulation in Neonates: From Research Tool Toward Bedside Multimodal Monitoring

S. Van Huffel, A. Caicedo, L. Thewissen, 2018, Front. Pediatr..

Convergence and translation: attitudes to inter-professional learning and teaching of creative problem-solving among medical and engineering students and staff

S. Van Huffel, H. Drachsler, S. Stoyanov, 2014, BMC medical education.

A perinatal stress calculator for the neonatal intensive care unit: an unobtrusive approach

S. Huffel, S. Van Huffel, E. Ortibus, 2020, Physiological measurement.

Data Quality Assessment of Capacitively-Coupled ECG Signals

Amalia Villa Gómez, John F. Morales, S. Huffel, 2019, 2019 Computing in Cardiology (CinC).

Automatic detection of T wave alternans using tensor decompositions in multilead ECG signals

Sabine Van Huffel, Rik Willems, Griet Goovaerts, 2017, Physiological measurement.

Single trial ERP reading based on parallel factor analysis.

Johan Wagemans, Bart Vanrumste, Sabine Van Huffel, 2013, Psychophysiology.

Does the combination of magnetic resonance imaging and spectroscopic imaging improve the classification of brain tumours?

L. Lukas, S. Van Huffel, A. Heerschap, 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Total least squares methods

Sabine Van Huffel, Ivan Markovsky, Diana Sima, 2010 .

Calculation of the renal perfusion and glomerular filtration rate from the renal impulse response obtained with MRI

S. Van Huffel, F. Jamar, F. Peeters, 2004, Magnetic resonance in medicine.

Automatic screening of obstructive sleep apnea from the ECG based on empirical mode decomposition and wavelet analysis

S. Cerutti, T. Penzel, S. Van Huffel, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Autonomic Dysfunction Increases Cardiovascular Risk in the Presence of Sleep Apnea

Jesús Lázaro, Eduardo Gil, Raquel Bailón, 2019, Front. Physiol..

Subspace-based MRS data quantitation of multiplets using prior knowledge.

S Van Huffel, T Laudadio, P Stoica, 2004, Journal of magnetic resonance.

Frequency-domain method based on the singular value decomposition for frequency-selective NMR spectroscopy.

Petre Stoica, Sabine Van Huffel, Yngve Selén, 2003, Journal of magnetic resonance.

The filtering approach to solvent peak suppression in MRS: a critical review.

S. Huffel, J. Antoine, S. Van Huffel, 2001, Journal of magnetic resonance.

Frequency-selective quantification of biomedical magnetic resonance spectroscopy data.

S. Huffel, R. Pintelon, S. Van Huffel, 2000, Journal of magnetic resonance.

Evaluation of signal processing methods for the quantification of a multi–exponential signal: the glycogen 13C‐1 NMR signal

S. Van Huffel, P. van Hecke, A. Knijn, 1996, NMR in biomedicine.

In Situ 13C NMR quantification of hepatic glycogen

S. Van Huffel, P. van Hecke, C. Decanniere, 1993, NMR in biomedicine.

Logistic regression model to distinguish between the benign and malignant adnexal mass before surgery: a multicenter study by the International Ovarian Tumor Analysis Group.

T. Bourne, W. Collins, B. van Calster, 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Risk of malignancy in unilocular cysts: a study of 1148 adnexal masses classified as unilocular cysts at transvaginal ultrasound and review of the literature

S. Huffel, D. Jurkovic, D. Timmerman, 2013, Ultrasound in Obstetrics and Gynecology.

Simple dichotomous updating methods improved the validity of polytomous prediction models.

Sabine Van Huffel, Dirk Timmerman, Yvonne Vergouwe, 2013, Journal of clinical epidemiology.

The independent effect of tumor size in predicting ovarian malignancy.

B. van Calster, D. Timmerman, S. Van Huffel, 2012, European journal of obstetrics, gynecology, and reproductive biology.

Extending the c‐statistic to nominal polytomous outcomes: the Polytomous Discrimination Index

Sabine Van Huffel, Dirk Timmerman, Yvonne Vergouwe, 2012, Statistics in medicine.

Acoustic streaming cannot discriminate reliably between endometriomas and other types of adnexal lesion: a multicenter study of 633 adnexal masses

D. Jurkovic, T. Bourne, V. Van Belle, 2010, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Prospective Internal Validation of Mathematical Models to Predict Malignancy in Adnexal Masses: Results from the International Ovarian Tumor Analysis Study

S. Van Huffel, C. Van Holsbeke, L. Valentin, 2009, Clinical Cancer Research.

Discrimination between benign and malignant adnexal masses by specialist ultrasound examination versus serum CA-125.

Patrick Neven, Sabine Van Huffel, Dirk Timmerman, 2007, Journal of the National Cancer Institute.

External Validation of Mathematical Models to Distinguish Between Benign and Malignant Adnexal Tumors: A Multicenter Study by the International Ovarian Tumor Analysis Group

Sabine Van Huffel, Dirk Timmerman, Enrico Ferrazzi, 2007, Clinical Cancer Research.

Inclusion of CA-125 does not improve mathematical models developed to distinguish between benign and malignant adnexal tumors.

Sabine Van Huffel, Dirk Timmerman, Ignace Vergote, 2007, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Ultrasound characteristics of different types of adnexal malignancies.

D. Timmerman, L. Valentin, S. Van Huffel, 2006, Gynecologic oncology.

Which extrauterine pelvic masses are difficult to correctly classify as benign or malignant on the basis of ultrasound findings and is there a way of making a correct diagnosis?

S. Huffel, D. Jurkovic, D. Timmerman, 2006, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features

Sabine Van Huffel, Diana M. Sima, Claudio Stamile, 2017, Front. Neurosci..

An improved ECG-derived respiration method using kernel principal component analysis

Jenny Carolina Varon Perez, S. Van Huffel, A. Dorado, 2011, 2011 Computing in Cardiology.

Cardiovascular autonomic adaptation in lunar and martian gravity during parabolic flight

Sabine Van Huffel, Devy Widjaja, Steven Vandeput, 2015, European Journal of Applied Physiology.

Review of sleep-EEG in preterm and term neonates.

Sabine Van Huffel, Kirubin Pillay, Anneleen Dereymaeker, 2017, Early human development.

Measurement of tissue oxygenation index during the first three days in premature born infants.

Sabine Van Huffel, Gunnar Naulaers, Geert Morren, 2003, Advances in experimental medicine and biology.

A machine learning algorithm for electrocardiographic fQRS quantification validated on multi-center data

S. Van Huffel, T. Friede, H. Huikuri, 2022, Scientific Reports.

Dynamic Cerebral Autoregulation Reproducibility Is Affected by Physiological Variability

Dae C. Shin, J. L. Jara, S. Van Huffel, 2019, Front. Physiol..

Reproducibility of dynamic cerebral autoregulation parameters: a multi-centre, multi-method study

Dae C. Shin, J. L. Jara, S. Van Huffel, 2018, Physiological measurement.

Inappropriate ICD shocks do not induce pro-arrhythmic electrocardiographic changes in men

S. Van Huffel, M. Malik, K. Hnatkova, 2017, Scandinavian cardiovascular journal : SCJ.

Classifying Glioblastoma Multiforme Follow-Up Progressive vs. Responsive Forms Using Multi-Parametric MRI Features

S. Van Huffel, F. Maes, D. Sima, 2017, Front. Neurosci..

Nonlinear Transfer Entropy to Assess the Neurovascular Coupling in Premature Neonates.

S. Van Huffel, A. Caicedo, Dries Hendrikx, 2020, Advances in experimental medicine and biology.

Predicting the outcome of pregnancies of unknown location: Bayesian networks with expert prior information compared to logistic regression.

S Van Huffel, D Timmerman, B De Moor, 2006, Human reproduction.

Does a prediction model for pregnancy of unknown location developed in the UK validate on a US population?

K. Barnhart, T. Bourne, B. van Calster, 2010, Human Reproduction.

The accuracy of transvaginal ultrasonography for the diagnosis of ectopic pregnancy prior to surgery.

T. Bourne, D. Timmerman, S. Van Huffel, 2005, Human reproduction.

Prediction of Neurodevelopment in Infants With Tuberous Sclerosis Complex Using Early EEG Characteristics

L. Lagae, S. Van Huffel, E. Aronica, 2020, Frontiers in Neurology.

Two Time Point MS Lesion Segmentation in Brain MRI: An Expectation-Maximization Framework

Michael H. Barnett, Sabine Van Huffel, Frederik Maes, 2016, Front. Neurosci..

High-Resolution (1)H NMR Spectroscopy Discriminates Amniotic Fluid of Fetuses with Congenital Diaphragmatic Hernia from Healthy Controls.

S. Van Huffel, T. Dresselaers, U. Himmelreich, 2015, Journal of proteome research.

Third generation aromatase inhibitors may prevent endometrial growth and reverse tamoxifen-induced uterine changes in postmenopausal breast cancer patients.

D. Timmerman, P. Neven, S. Van Huffel, 2005, Annals of oncology : official journal of the European Society for Medical Oncology.

Clinical implications of intra‐ and interobserver reproducibility of transvaginal sonographic measurement of gestational sac and crown–rump length at 6–9 weeks' gestation

S. Van Huffel, D. Van Schoubroeck, D. Timmerman, 2011, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

A model and scoring system to predict outcome of intrauterine pregnancies of uncertain viability

T. Bourne, V. Van Belle, D. Timmerman, 2011, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Cerebral autoregulation and activity after propofol for endotracheal intubation in preterm neonates

S. Van Huffel, A. Caicedo, A. Smits, 2018, Pediatric Research.

Risk Assessment of All-Cause Mortality in ICD Patients Using a Novel QRS Fragmentation Score

S. Van Huffel, C. Varon, B. Vandenberk, 2018, 2018 Computing in Cardiology Conference (CinC).

Uterine and quality of life changes in postmenopausal women with an asymptomatic tamoxifen-thickened endometrium randomized to continuation of tamoxifen or switching to anastrozole

B. van Calster, D. Timmerman, P. Neven, 2010, Menopause.

A Bradycardia-Based Stress Calculator for the Neonatal Intensive Care Unit: A Multisystem Approach

S. Van Huffel, E. Ortibus, K. Jansen, 2020, Frontiers in Physiology.

Maturation of the Autonomic Nervous System in Premature Infants: Estimating Development Based on Heart-Rate Variability Analysis

S. Van Huffel, E. Ortibus, K. Jansen, 2021, Frontiers in Physiology.

The Progression of Heart Rate Variability Parameters Throughout Cardiac Rehabilitation

John F. Morales, S. Huffel, P. Vandervoort, 2019, 2019 Computing in Cardiology (CinC).

Short-Term Exercise Progression of Cardiovascular Patients throughout Cardiac Rehabilitation: An Observational Study

P. Vandervoort, S. Van Huffel, C. van Hoof, 2020, Journal of clinical medicine.

Enuretic children have a higher variability in REM sleep when comparing their sleep parameters with nonenuretic control children using a wearable sleep tracker at home

S. Van Huffel, C. Varon, G. Bogaert, 2019, Neurourology and urodynamics.

Functional form estimation using oblique projection matrices for LS-SVM regression models

J. Suykens, S. Van Huffel, A. Caicedo, 2019, PloS one.

Assessment of dynamic cerebral autoregulation in humans: Is reproducibility dependent on blood pressure variability?

Dae C. Shin, J. L. Jara, S. Van Huffel, 2020, PloS one.

R-DECO: an open-source Matlab based graphical user interface for the detection and correction of R-peaks

Sabine Van Huffel, Jonathan Moeyersons, Carolina Varon, 2019, PeerJ. Computer science.

Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study (Preprint)

P. Vandervoort, S. Van Huffel, C. van Hoof, 2019 .

Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation

Sabine Van Huffel, John Fredy MoralesTellez, Jonathan Moeyersons, 2020, IEEE Transactions on Biomedical Engineering.

Non-invasive characterization of amyotrophic lateral sclerosis in a hTDP-43A315T mouse model: A PET-MR study

S. Van Huffel, D. Sima, P. van Damme, 2020, NeuroImage: Clinical.

Visual seizure annotation and automated seizure detection using behind‐the‐ear electroencephalographic channels

W. van Paesschen, S. Van Huffel, B. Hunyadi, 2020, Epilepsia.

Ultrasound examination of the endometrium before and after Pipelle endometrial sampling

D. Timmerman, S. Van Huffel, T. Van den Bosch, 2005, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

The pedicle artery sign based on sonography with color Doppler imaging can replace second‐stage tests in women with abnormal vaginal bleeding

S. Huffel, D. Timmerman, S. Van Huffel, 2003, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Ultrasound assessment of endometrial thickness and endometrial polyps in women on hormonal replacement therapy.

D. Timmerman, S. Van Huffel, T. Van den Bosch, 2003, American journal of obstetrics and gynecology.

Ectopic pregnancy: using the hCG ratio to select women for expectant or medical management

T. Bourne, B. De Moor, B. van Calster, 2011, Acta obstetricia et gynecologica Scandinavica.

Canonical Decomposition of scalp EEG as preprocessing for source localisation

L. De Lathauwer, W. van Paesschen, S. Van Huffel, 2007, 2007 Joint Meeting of the 6th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart and the International Conference on Functional Biomedical Imaging.

Acute effects of tamoxifen and third-generation aromatase inhibitors on menopausal symptoms of breast cancer patients

E. van Limbergen, D. Timmerman, P. Neven, 2004, Anti-cancer drugs.

Automated neonatal spike train detection as part of a neonatal seizure detection system

J. Blok, S. Van Huffel, M. de Vos, 2007, 2007 Joint Meeting of the 6th International Symposium on Noninvasive Functional Source Imaging of the Brain and Heart and the International Conference on Functional Biomedical Imaging.

Tamoxifen Metabolism and Efficacy in Breast Cancer: A Prospective Multicenter Trial

B. van Calster, P. Neven, S. Van Huffel, 2018, Clinical Cancer Research.

In early-stage breast cancer, the estrogen receptor interacts with correlation between human epidermal growth factor receptor 2 status and age at diagnosis, tumor grade, and lymph node involvement.

B. van Calster, V. Van Belle, P. Neven, 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

T. Bourne, B. van Calster, D. Timmerman, 2013, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Application of numerical noise titration during autonomic blockade

S. Van Huffel, S. Vandeput, F. Beckers, 2007, 2007 Computers in Cardiology.

Does the presence of a Caesarean section scar affect implantation site and early pregnancy outcome in women attending an early pregnancy assessment unit?

T. Bourne, B. van Calster, D. Timmerman, 2013, Human reproduction.

Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome

S. Huffel, S. Van Huffel, D. Sappey-Marinier, 2022, Frontiers in Robotics and AI.

Short-Term Prognostic Index for Breast Cancer: NPI or Lpi

S. Huffel, V. Van Belle, P. Neven, 2007, Pathology research international.

Quantitation of the concordance between cerebral intravascular oxygenation and mean arterial blood pressure for the detection of impaired autoregulation.

S. Van Huffel, P. Lemmerling, G. Morren, 2003, Advances in experimental medicine and biology.

Decimative subspace-based parameter estimation techniques applied to magnetic resonance spectroscopy signals

S. Van Huffel, P. Lemmerling, G. Morren, 2001, 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Magnetic resonance spectroscopic quantitation via complex principal component analysis

S. Van Huffel, N. Mastronardi, P. van Hecke, 2000, WCC 2000 - ICSP 2000. 2000 5th International Conference on Signal Processing Proceedings. 16th World Computer Congress 2000.

Quantification of the glycogen 13C‐1 NMR signal during glycogen synthesis in perfused rat liver

S. Huffel, S. Van Huffel, T. Dresselaers, 2003, NMR in biomedicine.

Information dynamics in cardiorespiratory time series during mental stress testing

L. Faes, S. Van Huffel, Daniele Marinazzo, 2014, 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO).

Prospective cross-validation of three methods of predicting failing pregnancies of unknown location.

T. Bourne, B. van Calster, D. Timmerman, 2007, Human reproduction.

Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit

S. Van Huffel, D. Eytan, J. Behar, 2022, Physiological measurement.

Artificial Neural Network-Based Automatic Detection of Food Intake for Neuromodulation in Treating Obesity and Diabetes

S. Van Huffel, G. Lazaridis, E. Heremans, 2020, Obesity Surgery.

Automated EEG background analysis to identify neonates with hypoxic-ischemic encephalopathy treated with hypothermia at risk for adverse outcome: A pilot study

S. Van Huffel, M. de Vos, P. Cherian, 2018, Pediatrics and neonatology.

Quantification of in vivo Magnetic Resonance Spectroscopy signals with baseline and lineshape corrections

S. Van Huffel, D. Sima, U. Himmelreich, 2010, 2010 IEEE International Conference on Imaging Systems and Techniques.

Relating QRS voltages to left ventricular mass and body composition in elite endurance athletes

H. Heidbuchel, S. Van Huffel, S. Dymarkowski, 2022, European Journal of Applied Physiology.

Surgical closure of the patent ductus arteriosus and its effect on the cerebral tissue oxygenation

S. Van Huffel, G. Naulaers, B. Meyns, 2008, Acta paediatrica.

Clinical study investigating the role of lymphadenectomy, surgical castration and adjuvant hormonal treatment in endometrial stromal sarcoma

B. van Calster, P. Neven, S. Van Huffel, 2007, British Journal of Cancer.

Post‐acquisition water‐signal removal in 3D water‐unsuppressed 1H‐MR spectroscopic imaging of the prostate

T. Scheenen, S. Van Huffel, D. Sima, 2022, Magnetic resonance in medicine.

The effect of changes in tPCO2 on the fractional tissue oxygen extraction--as measured by near-infrared spectroscopy--in neonates during the first days of life.

S. Van Huffel, G. Naulaers, H. Devlieger, 2009, European journal of paediatric neurology : EJPN : official journal of the European Paediatric Neurology Society.

Impaired cerebral autoregulation using near-infrared spectroscopy and its relation to clinical outcomes in premature infants.

S. Van Huffel, M. Wolf, A. Caicedo, 2011, Advances in experimental medicine and biology.

Cerebral tissue oxygenation index in very premature infants

S Van Huffel, G Naulaers, S. Van Huffel, 2002, Archives of disease in childhood. Fetal and neonatal edition.

Neurocardiovascular coupling in congenital diaphragmatic hernia patients undergoing different types of surgical treatment

S. Van Huffel, D. Tibboel, Dries Hendrikx, 2021, European journal of anaesthesiology.

Cerebral Oxygenation and Activity During Surgical Repair of Neonates With Congenital Diaphragmatic Hernia: A Center Comparison Analysis

S. Van Huffel, D. Tibboel, A. Caicedo, 2021, Frontiers in Pediatrics.

A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels

S. Van Huffel, M. de Vos, K. Jansen, 2021, IEEE Journal of Biomedical and Health Informatics.

Quiet sleep detection in preterm infants using deep convolutional neural networks

Sabine Van Huffel, Anneleen Dereymaeker, Katrien Jansen, 2018, Journal of neural engineering.

Automated EEG sleep staging in the term-age baby using a generative modelling approach

Sabine Van Huffel, Kirubin Pillay, Anneleen Dereymaeker, 2018, Journal of neural engineering.

Ex vivo high resolution magic angle spinning metabolic profiles describe intratumoral histopathological tissue properties in adult human gliomas

S. Van Huffel, B. Celda, A. Croitor Sava, 2011, Magnetic resonance in medicine.

Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis

L. De Lathauwer, W. van Paesschen, S. Van Huffel, 2021, Human brain mapping.

Epileptic Seizure Detection in EEG via Fusion of Multi-View Attention-Gated U-Net Deep Neural Networks

S. Van Huffel, M. de Vos, K. Vandecasteele, 2020, 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB).

Online detection of auditory attention with mobile EEG: closing the loop with neurofeedback

Alexander Bertrand, Sabine Van Huffel, Rob Zink, 2017, bioRxiv.

Investigation of adipose tissues in Zucker rats using in vivo and ex vivo magnetic resonance spectroscopy

S. Van Huffel, D. Sima, A. Sbarbati, 2011, Journal of Lipid Research.

Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein’s Unbiased Risk Estimator

Kerrie Mengersen, Sabine Van Huffel, Scott A. Sisson, 2019, IEEE Transactions on Image Processing.

Tensor-Based Method for Residual Water Suppression in $^1$H Magnetic Resonance Spectroscopic Imaging

Sabine Van Huffel, Uwe Himmelreich, Otto Debals, 2019, IEEE Transactions on Biomedical Engineering.

Multiproject–multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy

Sabine Van Huffel, Salvador Tortajada, Jan Luts, 2008, Magnetic Resonance Materials in Physics, Biology and Medicine.

Ultrasonographic features of the endometrium and the ovaries in women on etonogestrel implant

D. Timmerman, S. Van Huffel, T. Van den Bosch, 2002, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

The effect of combining two echo times in automatic brain tumor classification by MRS

Sabine Van Huffel, Juan M García-Gómez, Salvador Tortajada, 2008, NMR in biomedicine.

Long-term accelerometry-triggered video monitoring and detection of tonic–clonic and clonic seizures in a home environment: Pilot study

Bart Vanrumste, Sabine Van Huffel, Bert Bonroy, 2016, Epilepsy & Behavior Case Reports.

Detection of nocturnal frontal lobe seizures in pediatric patients by means of accelerometers: A first study

Bart Vanrumste, Sabine Van Huffel, Kris Cuppens, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

What determines the need to morcellate the uterus during total laparoscopic hysterectomy?

B. van Calster, D. Timmerman, S. Van Huffel, 2009, Journal of minimally invasive gynecology.

Prospective evaluation of blood flow in the myometrium and uterine arteries in the puerperium

D. Timmerman, S. Van Huffel, C. Lu, 2004, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Color Doppler and gray‐scale ultrasound evaluation of the postpartum uterus

D. Timmerman, S. Van Huffel, C. Lu, 2002, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

General obstetrics: Failing pregnancies of unknown location: a prospective evaluation of the human chorionic gonadotrophin ratio

T. Bourne, B. van Calster, D. Timmerman, 2006, BJOG : an international journal of obstetrics and gynaecology.

Accurate prediction of pregnancy viability by means of a simple scoring system.

Sabine Van Huffel, Dirk Timmerman, Tom Bourne, 2013, Human reproduction.

Prediction of ectopic pregnancy in women with a pregnancy of unknown location

S Van Huffel, D Timmerman, B Van Calster, 2007, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Effect of gel‐instillation sonography on Doppler ultrasound findings in endometrial polyps

T. Bourne, D. Timmerman, L. Valentin, 2011, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Field Potential Oscillations in the Bed Nucleus of the Stria Terminalis Correlate with Compulsion in a Rat Model of Obsessive-Compulsive Disorder

S. Van Huffel, J. Aerts, B. Nuttin, 2016, The Journal of Neuroscience.

Qualitative assessment of the progesterone receptor and HER2 improves the Nottingham Prognostic Index up to 5 years after breast cancer diagnosis.

B. van Calster, V. Van Belle, P. Neven, 2010, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Cerebral and Systemic Hemodynamic Effects of Intravenous Bolus Administration of Propofol in Neonates

Sabine Van Huffel, Gunnar Naulaers, Joke Vanderhaegen, 2009, Neonatology.

Review on solving the forward problem in EEG source analysis

Bart Vanrumste, Hans Hallez, Sabine Van Huffel, 2007, Journal of NeuroEngineering and Rehabilitation.

Automatic Removal of Ocular Artifacts in the EEG without an EOG Reference Channel

W. De Clercq, W. Van Paesschen, S. Van Huffel, 2006, Proceedings of the 7th Nordic Signal Processing Symposium - NORSIG 2006.

Codeine delays gastric emptying through inhibition of gastric motility as assessed with a novel diagnostic intragastric balloon catheter

John F. Morales, S. Van Huffel, K. Verbeke, 2020, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

Plasma MMP1 and MMP8 expression in breast cancer: Protective role of MMP8 against lymph node metastasis

V. Van Belle, S. Van Huffel, R. Paridaens, 2008, BMC Cancer.

Nosologic imaging of the brain: segmentation and classification using MRI and MRSI

Sabine Van Huffel, Dirk Vandermeulen, Jan Luts, 2009, NMR in biomedicine.

Nonlinear heart rate dynamics: circadian profile and influence of age and gender.

S Van Huffel, A E Aubert, S. Van Huffel, 2012, Medical engineering & physics.

Quantitative autism traits in first degree relatives: evidence for the broader autism phenotype in fathers, but not in mothers and siblings

S. Van Huffel, J. Luts, I. Noens, 2012, Autism : the international journal of research and practice.

Fusing in vivo and ex vivo NMR sources of information for brain tumor classification

A R Croitor-Sava, M. C. Martínez-Bisbal, T. Laudadio, 2011 .

Comparison of unsupervised classification methods for brain tumor segmentation using multi-parametric MRI

F. Maes, S. Van Huffel, U. Himmelreich, 2016, NeuroImage: Clinical.

A simulation study of sample size demonstrated the importance of the number of events per variable to develop prediction models in clustered data.

S Van Huffel, D Timmerman, W Bouwmeester, 2015, Journal of clinical epidemiology.

Neurourology and Urodynamics

S. Van Huffel, C. Varon, G. Bogaert, 2019 .

Nonlinear analysis of heart rate variability in infants with apparent life-threatening events.

S. Van Huffel, P. Lemmerling, G. Naulaers, 2003, Advances in experimental medicine and biology.

Effects of non-nutritive sucking on heart rate, respiration and oxygenation: a model-based signal processing approach.

S Van Huffel, G Naulaers, S. Van Huffel, 2002, Comparative biochemistry and physiology. Part A, Molecular & integrative physiology.

Chlamydia trachomatis infection in patients attending an Early Pregnancy Unit: Prevalence, symptoms, pregnancy location and viability

T. Bourne, B. van Calster, D. Timmerman, 2008, Acta obstetricia et gynecologica Scandinavica.

Adnexal masses difficult to classify as benign or malignant using subjective assessment of gray‐scale and Doppler ultrasound findings: logistic regression models do not help

S. Huffel, D. Timmerman, L. Valentin, 2011, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Ovarian cancer prediction in adnexal masses using ultrasound‐based logistic regression models: a temporal and external validation study by the IOTA group

S Van Huffel, D Timmerman, I Vergote, 2010, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Patch-Based Super-Resolution of MR Spectroscopic Images: Application to Multiple Sclerosis

Sabine Van Huffel, Frederik Maes, Dirk Smeets, 2017, Front. Neurosci..

ECG-derived respiration: Comparison and new measures for respiratory variability

Sabine Van Huffel, Devy Widjaja, Steven Vandeput, 2010, 2010 Computing in Cardiology.

The value of laparoscopic skills courses

B. van Calster, D. Timmerman, S. Van Huffel, 2009, The Australian & New Zealand journal of obstetrics & gynaecology.

Detection of endometrial pathology using saline infusion sonography versus gel instillation sonography: a prospective cohort study.

D. Timmerman, S. Van Huffel, J. Luts, 2011, Fertility and sterility.

Automatic Screening of Sleep Apnea Patients Based on the SpO2 Signal

Sabine Van Huffel, Carolina Varon, Dries Testelmans, 2019, IEEE Journal of Biomedical and Health Informatics.

Additive survival least‐squares support vector machines

S Van Huffel, V Van Belle, K Pelckmans, 2010, Statistics in medicine.

Influence of food intake on the QT and QT/RR relation.

S. Van Huffel, J. Ector, S. Huijghebaert, 2016, Journal of electrocardiology.

Unconstrained Estimation of HRV Indices After Removing Respiratory Influences From Heart Rate

Jesús Lázaro, Eduardo Gil, Raquel Bailón, 2019, IEEE Journal of Biomedical and Health Informatics.

Cardiorespiratory coupling in preterm infants.

Sabine Van Huffel, Rohan Joshi, Carola van Pul, 2019, Journal of applied physiology.

Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention

Sabine Van Huffel, Luca Faes, Daniele Marinazzo, 2015, PloS one.

Separation of Respiratory Influences from the Tachogram: A Methodological Evaluation

Sabine Van Huffel, Alexander Caicedo, Devy Widjaja, 2014, PloS one.

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood

Sabine Van Huffel, Luca Faes, Daniele Marinazzo, 2014, 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO).

Adaptation of autonomic heart rate regulation in astronauts after spaceflight

S. Van Huffel, S. Vandeput, A. Aubert, 2013, Medical science monitor : international medical journal of experimental and clinical research.

Heart rate variability in newborns with hypoxic brain injury.

Sabine Van Huffel, Katrien Jansen, Gunnar Naulaers, 2013, Advances in experimental medicine and biology.

Multiscale principal component analysis to separate respiratory influences from the tachogram: Application to stress monitoring

S. Van Huffel, S. Van Huffel, E. Vlemincx, 2012, 2012 Computing in Cardiology.

Cardiorespiratory analysis on children suffering from absence and complex partial seizures

S. Van Huffel, L. Lagae, S. Van Huffel, 2012, 2012 Computing in Cardiology.

Autonomic effects of refractory epilepsy on heart rate variability in children: influence of intermittent vagus nerve stimulation

Sabine Van Huffel, Julien Penders, Lieven Lagae, 2011, Developmental medicine and child neurology.

Sleep Monitoring in Adults Using Wearables and Unobtrusive Technology

S. Van Huffel, B. Buyse, D. Testelmans, 2021, Wearable/Personal Monitoring Devices Present to Future.

A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants

Sabine Van Huffel, Maarten De Vos, Kirubin Pillay, 2020, Journal of neural engineering.

What is the value of preoperative bimanual pelvic examination in women undergoing laparoscopic total hysterectomy?

B. van Calster, S. Van Huffel, G. Condous, 2007, Journal of minimally invasive gynecology.

There is no role for uterine curettage in the contemporary diagnostic workup of women with a pregnancy of unknown location.

T. Bourne, B. van Calster, D. Timmerman, 2006, Human reproduction.

Use of Tissue Oxygenation Index and Fractional Tissue Oxygen Extraction as Non-Invasive Parameters for Cerebral Oxygenation

Sabine Van Huffel, Bart Meyns, Gunnar Naulaers, 2007, Neonatology.

Combining EMD with ICA for extracting independent sources from single channel and two-channel data

Sabine Van Huffel, Ivan Gligorijevic, Bogdan Mijovic, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Predicting successful vaginal birth after Cesarean section using a model based on Cesarean scar features examined by transvaginal sonography

T. Bourne, B. van Calster, D. Timmerman, 2013, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Intravenous contrast ultrasound examination using contrast‐tuned imaging (CnTI™) and the contrast medium SonoVue® for discrimination between benign and malignant adnexal masses with solid components

S. Huffel, V. Van Belle, D. Timmerman, 2009, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Do levels of serum cancer antigen 125 and creatine kinase predict the outcome in pregnancies of unknown location?

S Van Huffel, D Timmerman, B Van Calster, 2005, Human reproduction.

Unilocular adnexal cysts with papillary projections but no other solid components: is there a diagnostic method that can classify them reliably as benign or malignant before surgery?

D. Timmerman, L. Valentin, S. Van Huffel, 2013, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Diagnostic accuracy of varying discriminatory zones for the prediction of ectopic pregnancy in women with a pregnancy of unknown location

T. Bourne, B. De Moor, D. Timmerman, 2005, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Time-domain quantification of series of biomedical magnetic resonance spectroscopy signals.

S Van Huffel, D van Ormondt, L Vanhamme, 1999, Journal of magnetic resonance.

Ictal autonomic changes as a tool for seizure detection: a systematic review

Sabine Van Huffel, Thomas De Cooman, S. Van Huffel, 2018, Clinical Autonomic Research.

Personalizing Heart Rate-Based Seizure Detection Using Supervised SVM Transfer Learning

Sabine Van Huffel, Evy Cleeren, Carolina Varon, 2020, Frontiers in Neurology.

Multilevel Interval Coded Scoring to Assess the Cardiovascular Status of Sleep Apnea Patients Using Oxygen Saturation Markers

Sabine Van Huffel, Sebastiaan Overeem, Carolina Varon, 2020, IEEE Transactions on Biomedical Engineering.

Exploiting spatial information to estimate metabolite levels in two‐dimensional MRSI of heterogeneous brain lesions

Sabine Van Huffel, Arend Heerschap, Jean-Baptiste Poullet, 2011, NMR in biomedicine.

The power of ECG in multimodal patient‐specific seizure monitoring: Added value to an EEG‐based detector using limited channels

A. Schulze-Bonhage, W. van Paesschen, S. Van Huffel, 2021, Epilepsia.

Simple ultrasound rules to distinguish between benign and malignant adnexal masses before surgery: prospective validation by IOTA group

Sabine Van Huffel, Dirk Timmerman, Ignace Vergote, 2010, BMJ : British Medical Journal.

Multichannel quantification of biomedical magnetic resonance spectroscopic signals

Sabine Van Huffel, Leen Vanhamme, S. Van Huffel, 1998, Optics & Photonics.

Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring

John F. Morales, S. Van Huffel, W. Groenendaal, 2022, Frontiers in Bioengineering and Biotechnology.

Sensations and trigeminal somatosensory-evoked potentials elicited by electrical stimulation of endosseous oral implants in humans.

S. Van Huffel, R. Jacobs, D. Steenberghe, 2000, Archives of oral biology.

Screening for data clustering in multicenter studies: the residual intraclass correlation

T. Bourne, B. van Calster, D. Timmerman, 2013, BMC Medical Research Methodology.

Partial wavelet coherence as a robust method for assessment of neurovascular coupling in neonates with hypoxic ischemic encephalopathy

S. Van Huffel, K. Jansen, G. Naulaers, 2023, Scientific Reports.

Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis

Yissel Rodríguez Aldana, Borbála Hunyadi, Enrique J. Marañón Reyes, 2019, IEEE Journal of Biomedical and Health Informatics.

Automatic screening of obstructive sleep apnea from the ECG based on empirical mode decomposition and wavelet analysis

M Matteucci, S Cerutti, S Van Huffel, 2010, Physiological measurement.

Using Biosensors and Digital Biomarkers to Assess Response to Cardiac Rehabilitation: Observational Study

Sabine Van Huffel, Carolina Varon, Willemijn Groenendaal, 2020, Journal of medical Internet research.

Complexity of cardiovascular regulation in small animals

Sabine Van Huffel, Frank Beckers, Steven Vandeput, 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

Preoperative Prediction of Optimal Femoral Implant Size by Regularized Regression on 3D Femoral Bone Shape

S. Van Huffel, R. Wirix-Speetjens, J. Vander Sloten, 2023, Applied Sciences.

Does ignoring clustering in multicenter data influence the performance of prediction models? A simulation study

S Van Huffel, D Timmerman, Y Vergouwe, 2018, Statistical methods in medical research.

Nonnegative Canonical Polyadic Decomposition for Tissue-Type Differentiation in Gliomas

S. Van Huffel, D. M. Sima, H. N. Bharath, 2017, IEEE Journal of Biomedical and Health Informatics.

Detection of cerebral autoregulation by near-infrared spectroscopy in neonates: performance analysis of measurement methods

Martin Wolf, Sabine Van Huffel, Gunnar Naulaers, 2012, Journal of biomedical optics.

Frequency-selective quantitation of short-echo time 1H magnetic resonance spectra.

Sabine Van Huffel, Diana M Sima, Jean-Baptiste Poullet, 2007, Journal of magnetic resonance.

Nonlinear heart rate variability in a healthy population: Influence of age

B. Verheyden, S. Van Huffel, A.E. Aubert, 2008, 2008 Computers in Cardiology.

Sensitivity of detrended fluctuation analysis applied to heart rate variability of preterm newborns

S. Van Huffel, P. Lemmerling, G. Morren, 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

Clinically oriented three‐step strategy for assessment of adnexal pathology

T. Bourne, D. Timmerman, L. Valentin, 2012, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Explaining Support Vector Machines: A Color Based Nomogram

Johan A. K. Suykens, Sabine Van Huffel, Ben Van Calster, 2016, PloS one.

Rationalizing the follow-up of pregnancies of unknown location.

S Van Huffel, D Timmerman, B Van Calster, 2007, Human reproduction.

Technical aspects of cardiorespiratory estimation using subspace projections and cross entropy

John F. Morales, S. Van Huffel, C. van Hoof, 2021, Physiological measurement.

A Machine-Learning Approach for Detection and Quantification of QRS Fragmentation

Sabine Van Huffel, Sibasankar Padhy, Rik Willems, 2019, IEEE Journal of Biomedical and Health Informatics.

Relationship between age and axillary lymph node involvement in women with breast cancer.

B. van Calster, P. Neven, S. Van Huffel, 2009, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Heart rate variability during REM and non-REM sleep in preterm neonates with and without abnormal cardiorespiratory events.

S. Van Huffel, S. Vandeput, G. Naulaers, 2009, Early human development.

Adaptive heart rate-based epileptic seizure detection using real-time user feedback

Sabine Van Huffel, Thomas De Cooman, Troels W Kjær, 2018, Physiological measurement.

Heart beat detection in multimodal data using automatic relevant signal detection

Sabine Van Huffel, Carolina Varon, Griet Goovaerts, 2015, Physiological measurement.

Reproducibility of rapid short echo time CSI at 3 tesla for clinical applications

Sabine Van Huffel, Jan Luts, Uwe Himmelreich, 2013, Journal of magnetic resonance imaging : JMRI.

Predictive Models for Long Term Survival after Premature Rupture of Membranes

J. Suykens, D. Timmerman, S. Van Huffel, 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

BOLD correlates of Alpha and Beta EEG-rhythm during a motor task

S. Cerutti, S. Van Huffel, F. Panzica, 2011, 2011 5th International IEEE/EMBS Conference on Neural Engineering.

The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization

Sabine Van Huffel, Frederik Maes, Jelle Veraart, 2017, PloS one.

icobrain ms 5.1: Combining unsupervised and supervised approaches for improving the detection of multiple sclerosis lesions

Saurabh Jain, D. Smeets, S. Van Huffel, 2021, NeuroImage: Clinical.

New multiple sclerosis lesion segmentation and detection using pre-activation U-Net

S. Van Huffel, D. Sappey-Marinier, Berardino Barile, 2022, Frontiers in Neuroscience.

Influence of the maternal use of labetalol on the neurogenic mechanism for cerebral autoregulation assessed by means of NIRS.

Sabine Van Huffel, Carolina Varon, Gunnar Naulaers, 2014, Advances in experimental medicine and biology.

Effect of maternal use of labetalol on the cerebral autoregulation in premature infants.

Sabine Van Huffel, Gunnar Naulaers, Alexander Caicedo, 2013, Advances in experimental medicine and biology.

Assessing calibration of multinomial risk prediction models

Sabine Van Huffel, Dirk Timmerman, Yvonne Vergouwe, 2014, Statistics in medicine.

Detection of autoregulation in the brain of premature infants using a novel subspace-based technique

S. Van Huffel, S. Van Huffel, P. Lemmerling, 2001, 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Optimization of the coherence measurement computed by means of the Welch averaged periodogram method for assessment of impaired cerebral autoregulation.

S. Van Huffel, G. Naulaers, J. Vanderhaegen, 2010, Advances in experimental medicine and biology.

New measurements for assessment of impaired cerebral autoregulation using near-infrared spectroscopy.

S. Van Huffel, G. Naulaers, J. Vanderhaegen, 2009, Advances in experimental medicine and biology.

Adding a single CA 125 measurement to ultrasound imaging performed by an experienced examiner does not improve preoperative discrimination between benign and malignant adnexal masses

S. Huffel, T. Bourne, B. van Calster, 2009, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Estimation of muscle fatigue using surface electromyography and near-infrared spectroscopy.

Sabine Van Huffel, Arthur Spaepen, Gunnar Naulaers, 2011, Advances in experimental medicine and biology.

Trigeminal somatosensory evoked potentials in humans.

S. Van Huffel, R. Jacobs, D. van Steenberghe, 2001, Electromyography and clinical neurophysiology.

Temporal Changes in Beat‐to‐Beat Variability of Repolarization Predict Imminent Nonsustained Ventricular Tachycardia in Patients With Ischemic and Nonischemic Dilated Cardiomyopathy

S. Van Huffel, P. Claus, K. Sipido, 2022, Journal of the American Heart Association.

Integrating diffusion kurtosis imaging, dynamic susceptibility-weighted contrast-enhanced MRI, and short echo time chemical shift imaging for grading gliomas.

Sabine Van Huffel, Jelle Veraart, Alexander Leemans, 2014, Neuro-oncology.

Gastric accumulation of enteral nutrition reduces pressure changes induced by phasic contractility in an isovolumetric intragastric balloon

John F. Morales, S. Van Huffel, J. Tack, 2021, Neurogastroenterology and motility : the official journal of the European Gastrointestinal Motility Society.

Cardiovascular autonomic adaptation in lunar and martian gravity during parabolic flight

S. Van Huffel, S. Vandeput, A. Aubert, 2015, European Journal of Applied Physiology.

ICA Extracts Epileptic Sources from fMRI in EEG-Negative Patients: A Retrospective Validation Study

Patrick Dupont, Simon Tousseyn, Borbála Hunyadi, 2013, PloS one.

The use of serum inhibin A and activin A levels in predicting the outcome of 'pregnancies of unknown location'.

Sabine Van Huffel, Dirk Timmerman, George Condous, 2009, Human reproduction.

The partial coherence method for assessment of impaired cerebral autoregulation using near-infrared spectroscopy: potential and limitations.

S. Van Huffel, M. Wolf, L. Ameye, 2010, Advances in experimental medicine and biology.

Fiber optic sensor for continuous health monitoring in CFRP composite materials

Sabine Van Huffel, Martine Wevers, Jean-Michel Papy, 2002, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Stress during pregnancy: Is the autonomic nervous system influenced by anxiety?

Sabine Van Huffel, Devy Widjaja, Steven Vandeput, 2010, 2010 Computing in Cardiology.

A Novel Approach to Predict the Likelihood of Specific Ovarian Tumor Pathology Based on Serum CA-125: A Multicenter Observational Study

T. Bourne, B. van Calster, D. Timmerman, 2011, Cancer Epidemiology, Biomarkers & Prevention.

Non-invasive assessment of disease progression and neuroprotective effects of dietary coconut oil supplementation in the ALS SOD1G93A mouse model: A 1H-magnetic resonance spectroscopic study

S. Van Huffel, D. Sima, P. van Damme, 2018, NeuroImage: Clinical.

Application of filtering methods for removal of resuscitation artifacts from human ECG signals

Sabine Van Huffel, Ivan Markovsky, Anton Amann, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Using artificial neural networks to predict malignancy of ovarian tumors

D. Timmerman, S. Van Huffel, C. Lu, 2001, 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A scoring system to differentiate malignant from benign masses in specific ultrasound‐based subgroups of adnexal tumors

T. Bourne, D. Timmerman, L. Valentin, 2009, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Human chorionic gonadotrophin and progesterone levels in pregnancies of unknown location

T. Bourne, D. Timmerman, S. Van Huffel, 2004, International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics.

Clinical information does not improve the performance of mathematical models in predicting the outcome of pregnancies of unknown location.

Sabine Van Huffel, Dirk Timmerman, George Condous, 2007, Fertility and sterility.

Inferior and anterior QRS fragmentation have different prognostic value in patients who received an implantable defibrillator in primary prevention of sudden cardiac death.

S Van Huffel, S. Huffel, S. Van Huffel, 2017, International journal of cardiology.

Quantifying brain tumor tissue abundance in HR‐MAS spectra using non‐negative blind source separation techniques

Sabine Van Huffel, Uwe Himmelreich, Jorge Calvar, 2012 .

Quantification and classification of high-resolution magic angle spinning data for brain tumor diagnosis

S. Van Huffel, J.-B. Poullet, M.C. Martinez-Bisbal, 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Fast nosological imaging using canonical correlation analysis of brain data obtained by two‐dimensional turbo spectroscopic imaging

Sabine Van Huffel, Teresa Laudadio, Bernardo Celda, 2008, NMR in biomedicine.

Fast nosologic imaging of the brain.

S Van Huffel, M De Vos, T Laudadio, 2007, Journal of magnetic resonance.

Tissue segmentation and classification of MRSI data using canonical correlation analysis

Sabine Van Huffel, Teresa Laudadio, Lieven De Lathauwer, 2005, Magnetic resonance in medicine.

The optimal timing of an ultrasound scan to assess the location and viability of an early pregnancy.

T. Bourne, V. Van Belle, D. Timmerman, 2009, Human reproduction.

Instrumented BASFI (iBASFI) Shows Promising Reliability and Validity in the Assessment of Activity Limitations in Axial Spondyloarthritis

S. Van Huffel, S. Van Huffel, M. Milosevic, 2016, The Journal of Rheumatology.

Hierarchical non‐negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI

Sabine Van Huffel, Yiming Pi, Yuqian Li, 2013, NMR in biomedicine.

The practical application of a mathematical model to predict the outcome of pregnancies of unknown location

T. Bourne, D. Timmerman, S. Van Huffel, 2006, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

A prospective evaluation of a single-visit strategy to manage pregnancies of unknown location.

T. Bourne, D. Timmerman, S. Van Huffel, 2005, Human reproduction.

Self-reported symptoms of depressed mood, trait anxiety and aggressive behavior in post-pubertal adolescents: Associations with diurnal cortisol profiles.

B. van Calster, S. Van Huffel, B. V. D. Van den Bergh, 2008, Hormones and behavior.

Use of a group concept mapping approach to define learning outcomes for an interdisciplinary module in medicine

Sabine Van Huffel, Slavi Stoyanov, Howard Spoelstra, 2013, Perspectives on medical education.

Different quantification algorithms may lead to different results: a comparison using proton MRS lipid signals

S. Van Huffel, P. Marzola, E. Mosconi, 2014, NMR in biomedicine.

An automated quantitation of short echo time MRS spectra in an open source software environment: AQSES

Sabine Van Huffel, Philippe Lemmerling, Leentje Vanhamme, 2007, NMR in biomedicine.

Polytomous diagnosis of ovarian tumors as benign, borderline, primary invasive or metastatic: development and validation of standard and kernel-based risk prediction models

Sabine Van Huffel, Dirk Timmerman, Tom Bourne, 2010, BMC medical research methodology.

Inter- and intra-observer variability of visual fragmented QRS scoring in ischemic and non-ischemic cardiomyopathy.

Mathias Claeys, Sabine Van Huffel, Rik Willems, 2017, Journal of electrocardiology.

Wavelet-Independent Component Analysis to remove Electrocardiography Contamination in surface Electromyography

S. Van Huffel, J. Taelman, A. Spaepen, 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Relationship Between Early Functional and Structural Brain Developments and Brain Injury in Preterm Infants

S. Van Huffel, P. Hüppi, L. D. de Vries, 2021, The Cerebellum.

Objective differentiation of neonatal EEG background grades using detrended fluctuation analysis

Sabine Van Huffel, Sampsa Vanhatalo, Vladimir Matic, 2015, Front. Hum. Neurosci..

Interhemispheric synchrony in the neonatal EEG revisited: activation synchrony index as a promising classifier

Sabine Van Huffel, Sampsa Vanhatalo, Okko Räsänen, 2014, Front. Hum. Neurosci..

Quantification of in vivo 1H magnetic resonance spectroscopy signals with baseline and lineshape estimation

S. Van Huffel, D. Sima, T. Dresselaers, 2011 .

Semi-automated EEG Enhancement Improves Localization of Ictal Onset Zone With EEG-Correlated fMRI

Patrick Dupont, Sabine Van Huffel, Wim Van Paesschen, 2019, Front. Neurol..

OC48: Development of a model to predict ability of ultrasound to make a diagnosis at first assessment in the unselected early pregnancy population

T. Bourne, V. Van Belle, D. Timmerman, 2007 .

The effect of early procedural pain in preterm infants on the maturation of electroencephalogram and heart rate variability

S. Van Huffel, E. Ortibus, K. Jansen, 2020, Pain.

The Bayesian approach: a natural framework for statistical modeling

S. Van Huffel, D. Timmerman, B. Van Calster, 2007, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Capacitively-coupled ECG and respiration for the unobtrusive detection of sleep apnea

S. Van Huffel, T. Torfs, B. Buyse, 2021, Physiological measurement.

Kernelized Sparse Bayesian Matrix Factorization

Kerrie Mengersen, Sabine Van Huffel, Caoyuan Li, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures

Sabine Van Huffel, Scott A. Sisson, Caoyuan Li, 2020, IEEE Transactions on Signal Processing.

Non-negative blind source separation techniques for tumor tissue typing using HR-MAS signals

S. Van Huffel, M. C. Martinez-Bisbal, B. Celda, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Improved Lanczos algorithms for blackbox MRS data quantitation.

S Van Huffel, T Laudadio, N Mastronardi, 2002, Journal of magnetic resonance.

NEWS ON ULTRASONOGRAPHIC TECHNIQUES FOR PELVIC MALIGNANCIES

B. De Moor, D. Timmerman, S. Van Huffel, 2003, International Journal of Gynecologic Cancer.

Linear and Non-linear Quantification of the Respiratory Sinus Arrhythmia Using Support Vector Machines

John F. Morales, S. Van Huffel, B. Buyse, 2021, Frontiers in Physiology.

A validation of the most commonly used protocol to predict the success of single-dose methotrexate in the treatment of ectopic pregnancy.

T. Bourne, D. Timmerman, S. Van Huffel, 2007, Human reproduction.

A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control

K. Mengersen, S. Van Huffel, J. Lipman, 2022, IEEE Transactions on Human-Machine Systems.

Detection of intracavitary uterine pathology using offline analysis of three‐dimensional ultrasound volumes: interobserver agreement and diagnostic accuracy

T. Bourne, D. Timmerman, L. Valentin, 2012, Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology.

Pattern discovery in critical alarms originating from neonates under intensive care

Sabine Van Huffel, Rohan Joshi, Loe Feijs, 2016, Physiological measurement.

Consistency of elementwise-weighted total least squares estimator in a multivariate errors-in-variables model AX=B

Sabine Van Huffel, Alexander Kukush, A. Kukush, 2004 .

A subspace time-domain algorithm for automated NMR spectral normalization.

Sabine Van Huffel, Rocco Romano, Philippe Lemmerling, 2002, Journal of magnetic resonance.

Lymph node ratio better predicts disease-free survival in node-positive breast cancer than the number of positive lymph nodes.

V. Van Belle, P. Neven, S. Van Huffel, 2009, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

Model validation and improved determination of chromophore concentrations in quantitative tissue spectrophotometry

Sabine Van Huffel, Manfred D. Kessler, Alfons Krug, 1997, Photonics West - Biomedical Optics.

Assessing calibration of multinomial risk prediction models

E. Steyerberg, D. Timmerman, S. Van Huffel, 2014, Statistics in medicine.

Adaptive nocturnal seizure detection using heart rate and low-complexity novelty detection

Sabine Van Huffel, Anouk Van de Vel, Carolina Varon, 2018, Seizure.

Extending the c‐statistic to nominal polytomous outcomes: the Polytomous Discrimination Index

E. Steyerberg, V. Van Belle, D. Timmerman, 2012, Statistics in medicine.

Reproducibility of dynamic cerebral autoregulation parameters: a multi-centre, multi-method study

Dae C. Shin, S. Van Huffel, V. Marmarelis, 2018, Physiological measurement.

Decomposition of Near-Infrared Spectroscopy Signals Using Oblique Subspace Projections: Applications in Brain Hemodynamic Monitoring

Sabine Van Huffel, Carolina Varon, Alexander Caicedo, 2016, Front. Physiol..

Effect of posture on the cardiorespiratory system using canonical correlation analysis

S. Van Huffel, S. Vandeput, A. Aubert, 2012, 2012 Computing in Cardiology.

Adaptive heart rate-based epileptic seizure detection using real-time user feedback

S. Van Huffel, H. Sørensen, T. Kjær, 2018, Physiological measurement.

Lineshape estimation for magnetic resonance spectroscopy (MRS) signals: self-deconvolution revisited

S. Van Huffel, D. van Ormondt, Diana Sima, 2009 .

A new FIR filter technique for solvent suppression in MRS signals.

R. Pintelon, S. Van Huffel, J. Poullet, 2009, Journal of magnetic resonance.

Accurate quantification of (1)H spectra: from finite impulse response filter design for solvent suppression to parameter estimation.

S Van Huffel, I Dologlou, L Vanhamme, 1999, Journal of magnetic resonance.

Comments on “Confidence Images for MR Spectroscopic Imaging” by Karl Young, Dennis Khetselius, Brian J. Soher, and Andrew A. Maudsley (Magn Reson Med 2000;44:537–545)

S Van Huffel, L Vanhamme, P Lemmerling, 2001, Magnetic resonance in medicine.

A New Framework for the Assessment of Cerebral Hemodynamics Regulation in Neonates Using NIRS.

S. Van Huffel, A. Caicedo, G. Naulaers, 2016, Advances in experimental medicine and biology.

Constrained Tensor Decomposition for Longitudinal Analysis of Diffusion Imaging Data

Sabine Van Huffel, Claudio Stamile, Dominique Sappey-Marinier, 2020, IEEE Journal of Biomedical and Health Informatics.

The hCG ratio can predict the ultimate viability of the intrauterine pregnancies of uncertain viability in the pregnancy of unknown location population.

T. Bourne, D. Timmerman, S. Van Huffel, 2008, Human reproduction.

Incorporating in vivo and ex vivo NMR sources of information for modeling robust brain tumor classifiers

S. Van Huffel, A. R. Croitor Sava, T. Laudadio, 2010, 2010 IEEE International Conference on Imaging Systems and Techniques.

Integrated discrimination improvement and probability‐sensitive AUC variants

Sabine Van Huffel, Ben Van Calster, S. Van Huffel, 2010, Statistics in medicine.

Evaluation of Imputation Methods in Ovarian Tumor Diagnostic Models Using Generalized Linear Models and Support Vector Machines

Sabine Van Huffel, Michalis Zervakis, Dirk Timmerman, 2010, Medical decision making : an international journal of the Society for Medical Decision Making.