V. Staartjes

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Deep learning-based preoperative predictive analytics for patient-reported outcomes following lumbar discectomy: feasibility of center-specific modeling.

Victor E. Staartjes, W. Vandertop, V. Staartjes, 2019, The spine journal : official journal of the North American Spine Society.

Association of a prehabilitation program with anxiety and depression before colorectal surgery: a post hoc analysis of the pERACS randomized controlled trial

V. Staartjes, C. Gingert, A. Taha, 2021, Langenbeck's Archives of Surgery.

Revisions for screw malposition and clinical outcomes after robot-guided lumbar fusion for spondylolisthesis.

V. Staartjes, M. Schröder, 2017, Neurosurgical focus.

Machine learning in neurosurgery: a global survey

V. Staartjes, M. Schröder, L. Regli, 2020, Acta Neurochirurgica.

Topographic brain tumor anatomy drives seizure risk and enables machine learning based prediction

N. Krayenbühl, V. Staartjes, L. Regli, 2020, NeuroImage: Clinical.

External validation of a prediction model for pain and functional outcome after elective lumbar spinal fusion

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2019, European Spine Journal.

Machine Learning Algorithm Identifies Patients at High Risk for Early Complications After Intracranial Tumor Surgery: Registry-Based Cohort Study.

J. Sarnthein, N. Krayenbühl, V. Staartjes, 2019, Neurosurgery.

Objective measures of functional impairment for degenerative diseases of the lumbar spine: a systematic review of the literature.

Allen L. Ho, V. Staartjes, L. Regli, 2019, The spine journal : official journal of the North American Spine Society.

Assessing the surgical outcome of the "chopsticks" technique in endoscopic transsphenoidal adenoma surgery.

V. Staartjes, L. Regli, C. Schmid, 2020, Neurosurgical focus.

Predicting extent of resection in transsphenoidal surgery for pituitary adenoma

V. Staartjes, L. Regli, C. Schmid, 2018, Acta Neurochirurgica.

The changing sella: internal carotid artery shift during transsphenoidal pituitary surgery

V. Staartjes, L. Regli, C. Schmid, 2017, Pituitary.

Machine learning-based prediction of outcomes of the endoscopic endonasal approach in Cushing disease: is the future coming?

F. Guaraldi, V. Staartjes, L. Regli, 2020, Neurosurgical focus.

Is elective degenerative lumbar spine surgery in older adults safe in a short-stay clinic? Data from an institutional registry

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2018, European Geriatric Medicine.

Fostering Reproducibility and Generalizability in Machine Learning for Clinical Prediction Modeling in Spine Surgery.

Tej D. Azad, V. Staartjes, A. Ahmed, 2020, The spine journal.

Predicted Prognosis of Pancreatic Cancer Patients by Machine Learning—Letter

V. Staartjes, J. Kernbach, 2020, Clinical Cancer Research.

The association of patient age with postoperative morbidity and mortality following resection of intracranial tumors

G. Neuloh, P. Ferroli, N. Krayenbühl, 2021, Brain & spine.

Safety of the paramedian supracerebellar-transtentorial approach for selective amygdalohippocampectomy.

H. Jokeit, N. Krayenbühl, T. Grunwald, 2020, Neurosurgical focus.

Magnetic resonance imaging-based synthetic computed tomography of the lumbar spine for surgical planning: a clinical proof-of-concept.

W. Vandertop, P. Seevinck, V. Staartjes, 2021, Neurosurgical focus.

Machine learning-augmented objective functional testing in the degenerative spine: quantifying impairment using patient-specific five-repetition sit-to-stand assessment.

W. Vandertop, V. Staartjes, M. Schröder, 2021, Neurosurgical focus.

Association of Medical Comorbidities With Objective Functional Impairment in Lumbar Degenerative Disc Disease

K. Schaller, V. Staartjes, M. Stienen, 2020, Global spine journal.

Timing of Surgery in Tubular Microdiscectomy for Lumbar Disc Herniation and Its Effect on Functional Impairment Outcomes

V. Staartjes, M. Schröder, A. Siccoli, 2020, Neurospine.

Sex-related differences in postoperative complications following elective craniotomy for intracranial lesions: An observational study

J. Sarnthein, E. Keller, V. Staartjes, 2022, Medicine.

The Zurich Pituitary Score predicts utility of intraoperative high-field magnetic resonance imaging in transsphenoidal pituitary adenoma surgery

V. Staartjes, L. Regli, C. Serra, 2019, Acta Neurochirurgica.

Safety and Efficacy of Anterior Lumbar Interbody Fusion for Discogenic Chronic Low Back Pain in a Short-stay Setting: Data From a Prospective Registry

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2019, Cureus.

FUSE-ML: development and external validation of a clinical prediction model for mid-term outcomes after lumbar spinal fusion for degenerative disease

W. Vandertop, M. Farshad, G. Molliqaj, 2022, European Spine Journal.

Cardiac Arrest During Spine Surgery in the Prone Position: Case Report and Review of the Literature.

W. Kok, V. Staartjes, M. Schröder, 2018, World neurosurgery.

Tandem Disc Herniation of the Lumbar and Cervical Spine: Case Series and Review of the Epidemiological, Pathophysiological and Genetic Literature

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2019, Cureus.

Analysis of Factors Relevant to Revenue Enhancement in Hernia Interventions (SwissDRG G09)

V. Staartjes, A. Taha, S. Taha-Mehlitz, 2021, Healthcare.

Response to “Going beyond scoring systems for cavernous sinus involvement in trans-sphenoidal pituitary surgery”

V. Staartjes, L. Regli, C. Schmid, 2019, Acta Neurochirurgica.

Collagen-bound fibrin sealant (TachoSil®) for dural closure in cranial surgery: single-centre comparative cohort study and systematic review of the literature

V. Staartjes, L. Regli, M. Stienen, 2022, Neurosurgical Review.

Gender differences in degenerative spine surgery: Do female patients really fare worse?

V. Staartjes, M. Schröder, A. Siccoli, 2018, European Spine Journal.

Recurrent Laryngeal Nerve Palsy Is More Frequent After Secondary than After Primary Anterior Cervical Discectomy and Fusion: Insights from a Registry of 525 Patients.

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2018, World neurosurgery.

Effectiveness of a Decision-Making Protocol for the Surgical Treatment of Lumbar Stenosis with Grade 1 Degenerative Spondylolisthesis.

V. Staartjes, M. Schröder, 2017, World neurosurgery.

Patient-reported outcomes unbiased by length of follow-up after lumbar degenerative spine surgery: Do we need 2 years of follow-up?

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2018, The spine journal : official journal of the North American Spine Society.

DeepEOR: automated perioperative volumetric assessment of variable grade gliomas using deep learning

V. Staartjes, L. Regli, C. Serra, 2022, Acta Neurochirurgica.

Predictors of loss of follow-up in a prospective registry: which patients drop out 12 months after lumbar spine surgery?

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2019, The spine journal : official journal of the North American Spine Society.

Medical student interest and recruitment in neurosurgery: a literature review.

A. Olivi, V. Staartjes, Vittorio Stumpo, 2020, World neurosurgery.

Improving recovery after elective degenerative spine surgery: 5-year experience with an enhanced recovery after surgery (ERAS) protocol.

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2019, Neurosurgical focus.

Neurosurgery outcomes and complications in a monocentric 7-year patient registry

T. V. van Doormaal, J. Sarnthein, N. Krayenbühl, 2022, Brain & spine.

Development and external validation of a clinical prediction model for functional impairment after intracranial tumor surgery.

J. Sarnthein, G. Neuloh, P. Ferroli, 2020, Journal of neurosurgery.

Development of machine learning-based preoperative predictive analytics for unruptured intracranial aneurysm surgery: a pilot study

N. Krayenbühl, G. Esposito, V. Staartjes, 2020, Acta Neurochirurgica.

The five-repetition sit-to-stand test: evaluation of a simple and objective tool for the assessment of degenerative pathologies of the lumbar spine.

V. Staartjes, M. Schröder, 2018, Journal of neurosurgery. Spine.

Anatomical phenotyping and staging of brain tumors

N. Krayenbühl, V. Staartjes, L. Regli, 2021, medRxiv.

Distinct topographic-anatomical patterns in primary and secondary brain tumors and their therapeutic potential

N. Krayenbühl, V. Staartjes, L. Regli, 2020, Journal of Neuro-Oncology.

Intestinal Malrotation Associated With Invagination of the Distal Ileum and Cancer of the Cecum: A Case Report and Literature Review

V. Staartjes, A. Taha, S. Taha-Mehlitz, 2021, Cureus.

Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survival

G. Neuloh, S. Eickhoff, D. Bzdok, 2021, medRxiv.

Letter to the Editor. Class imbalance in machine learning for neurosurgical outcome prediction: are our models valid?

V. Staartjes, M. Schröder, 2018, Journal of neurosurgery. Spine.

Neural network-based identification of patients at high risk for intraoperative cerebrospinal fluid leaks in endoscopic pituitary surgery.

V. Staartjes, L. Regli, J. Fierstra, 2020, Journal of neurosurgery.

Impact of intraoperative magnetic resonance imaging on gross total resection, extent of resection, and residual tumor volume in pituitary surgery: systematic review and meta-analysis

V. Staartjes, L. Regli, Vittorio Stumpo, 2021, Pituitary.

Predictive Modeling of Long-Term Opioid and Benzodiazepine Use after Intradural Tumor Resection.

Summer S. Han, Allen L. Ho, V. Staartjes, 2020, The spine journal : official journal of the North American Spine Society.

Objective functional impairment in lumbar degenerative disease: concurrent validity of the baseline severity stratification for the five-repetition sit-to-stand test.

V. Staartjes, M. Schröder, M. Stienen, 2020, Journal of neurosurgery. Spine.

Machine learning-based preoperative predictive analytics for lumbar spinal stenosis.

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2019, Neurosurgical focus.

Pedicle Screw Revision in Robot-Guided, Navigated, and Freehand Thoracolumbar Instrumentation: A Systematic Review and Meta-Analysis.

Victor E Staartjes, V. Staartjes, M. Schröder, 2018, World neurosurgery.

Minimally invasive transaxial lumbosacral interbody fusion: a ten year single-centre experience

V. Staartjes, M. Schröder, D. Zeilstra, 2016, International Orthopaedics.

Recurrent Lumbar Disc Herniation After Tubular Microdiscectomy: Analysis of Learning Curve Progression.

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2017, World neurosurgery.

Identifying subsets of patients with single-level degenerative disc disease for lumbar fusion: the value of prognostic tests in surgical decision making.

V. Staartjes, M. Schröder, Pieter-Paul A. Vergroesen, 2017, The spine journal : official journal of the North American Spine Society.

Magnetic resonance imaging–based synthetic computed tomography of the lumbar spine for surgical planning: a clinical proof-of-concept

P. Seevinck, V. Staartjes, M. Schröder, 2021, Brain and Spine.

A White Matter Fiber Microdissection Study of the Anterior Perforated Substance and the Basal Forebrain: A Gateway to the Basal Ganglia?

N. Krayenbühl, V. Staartjes, L. Regli, 2018, Operative neurosurgery.

Anatomical features of primary brain tumors affect seizure risk and semiology

N. Krayenbühl, V. Staartjes, L. Regli, 2019, NeuroImage: Clinical.

Radiomic Features Associated with Extent of Resection in Glioma Surgery.

V. Staartjes, C. Serra, G. Muscas, 2021, Acta neurochirurgica. Supplement.

Intraoperative unfolding and postoperative pruning of the pituitary gland after transsphenoidal surgery for pituitary adenoma: A volumetric and endocrinological evaluation

B. Seifert, V. Staartjes, L. Regli, 2018, Endocrine.

Diabetes insipidus and syndrome of inappropriate antidiuresis (SIADH) after pituitary surgery: incidence and risk factors

V. Staartjes, L. Regli, C. Serra, 2020, Neurosurgical Review.

Feasibility of machine learning based predictive modelling of postoperative hyponatremia after pituitary surgery

V. Staartjes, L. Regli, C. V. van Niftrik, 2020, Pituitary.

Machine learning-based clinical outcome prediction in surgery for acromegaly

F. Guaraldi, V. Staartjes, L. Regli, 2021, Endocrine.

Utility of deep neural networks in predicting gross-total resection after transsphenoidal surgery for pituitary adenoma: a pilot study.

V. Staartjes, L. Regli, C. V. van Niftrik, 2018, Neurosurgical focus.

Multicenter external validation of the Zurich Pituitary Score

L. Cavallo, D. Solari, V. Staartjes, 2020, Acta Neurochirurgica.

Machine-learning based preoperative analytics for the prediction of anastomotic insufficiency in colorectal surgery: a single-centre pilot study

V. Staartjes, S. Taha-Mehlitz, D. Steinemann, 2021, medRxiv.

Machine Vision for Real-Time Intraoperative Anatomic Guidance: A Proof-of-Concept Study in Endoscopic Pituitary Surgery

E. Konukoglu, V. Staartjes, L. Regli, 2021, Operative neurosurgery.

Machine learning-based clinical prediction modeling - A practical guide for clinicians pdf

Julius M. Kernbach, Victor E. Staartjes, V. Staartjes, 2020, ArXiv.

Global adoption of robotic technology into neurosurgical practice and research

V. Staartjes, M. Schröder, L. Regli, 2020, Neurosurgical Review.

Overweight and smoking promote recurrent lumbar disk herniation after discectomy

V. Staartjes, M. Schröder, A. M. Klukowska, 2022, European Spine Journal.

Association of age with incidence and timing of recurrence after microdiscectomy for lumbar disc herniation

V. Staartjes, M. Schröder, A. Siccoli, 2020, European Spine Journal.

Enhanced Recovery After Surgery strategies for elective craniotomy: a systematic review.

E. Tessitore, V. Staartjes, M. Schröder, 2021, Journal of neurosurgery.

Association of time to surgery with leg pain after lumbar discectomy: is delayed surgery detrimental?

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2020, Journal of neurosurgery. Spine.

Machine Learning Algorithms in Neuroimaging: An Overview.

V. Staartjes, L. Regli, C. V. van Niftrik, 2021, Acta neurochirurgica. Supplement.

Normative data of a smartphone app-based 6-minute walking test, test-retest reliability, and content validity with patient-reported outcome measures.

V. Staartjes, L. Regli, M. Stienen, 2020, Journal of neurosurgery. Spine.

Letter to the Editor. Importance of calibration assessment in machine learning-based predictive analytics.

V. Staartjes, J. Kernbach, 2020, Journal of neurosurgery. Spine.

Five-Repetition Sit-to-Stand Test Performance in Healthy Individuals: Reference Values and Predictors From 2 Prospective Cohorts

V. Staartjes, M. Schröder, A. M. Klukowska, 2021, Neurospine.

Reliability of the 6-minute walking test smartphone application.

Allen L. Ho, V. Staartjes, L. Regli, 2019, Journal of neurosurgery. Spine.

Topographic volume-standardization atlas of the human brain

N. Krayenbühl, M. Piccirelli, V. Staartjes, 2021, Brain Structure and Function.

Foundations of Feature Selection in Clinical Prediction Modeling.

V. Staartjes, L. Regli, C. V. van Niftrik, 2021, Acta neurochirurgica. Supplement.

Development of a Complication- and Treatment-Aware Prediction Model for Favorable Functional Outcome in Aneurysmal Subarachnoid Hemorrhage Based on Machine Learning.

K. Schaller, J. Fandino, B. Schatlo, 2020, Neurosurgery.

Historical controversies about the thalamus: from etymology to function.

N. Krayenbühl, V. Staartjes, U. Türe, 2019, Neurosurgical focus.

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II-Generalization and Overfitting.

V. Staartjes, J. Kernbach, 2021, Acta neurochirurgica. Supplement.

Can objective functional impairment in lumbar degenerative disease be reliably assessed at home using the five-repetition sit-to-stand test? A prospective study

V. Staartjes, M. Schröder, Femke Beusekamp, 2019, European Spine Journal.

Conflicts of interest in randomized controlled trials reported in neurosurgical journals.

V. Staartjes, M. Schröder, A. M. Klukowska, 2020, Journal of neurosurgery.

Machine Learning and Intracranial Aneurysms: From Detection to Outcome Prediction.

A. Olivi, G. Esposito, V. Staartjes, 2021, Acta neurochirurgica. Supplement.

Adolescent Scoliosis 1A001: Radiographic Results of Selecting the Touched Vertebra as the Lowest Instrumented Vertebra in Lenke Type 1 (Main Thoracic) & Type 2 (Double Thoracic) Curves at a Minimum 5-year Follow-up

Kai-Ming G. Fu, Y. R. Rampersaud, Kevin L. Ingalls, 2017, Global Spine Journal.

Robot-Guided Transforaminal Versus Robot-Guided Posterior Lumbar Interbody Fusion for Lumbar Degenerative Disease

V. Staartjes, M. Schröder, B. Battilana, 2020, Neurospine.

The European Robotic Spinal Instrumentation (EUROSPIN) study: protocol for a multicentre prospective observational study of pedicle screw revision surgery after robot-guided, navigated and freehand thoracolumbar spinal fusion

J. Twisk, V. Rohde, G. Molliqaj, 2019, BMJ Open.

A Systematic Review and Meta-Analysis of Perioperative Parameters in Robot-Guided, Navigated, and Freehand Thoracolumbar Pedicle Screw Instrumentation.

V. Staartjes, M. Schröder, A. M. Klukowska, 2019, World neurosurgery.

Initial classification of low back and leg pain based on objective functional testing: a pilot study of machine learning applied to diagnostics

Victor E. Staartjes, V. Staartjes, M. Schröder, 2020, European Spine Journal.

Influence of dynamic preoperative body mass index changes on patient-reported outcomes after surgery for degenerative lumbar spine disease

V. Staartjes, M. Schröder, A. Siccoli, 2020, Neurosurgical Review.

Are patient-reported outcome measures biased by method of follow-up? Evaluating paper-based and digital follow-up after lumbar fusion surgery.

V. Staartjes, Marlies P. de Wispelaere, M. Schröder, 2019, The spine journal : official journal of the North American Spine Society.

Data Mining in Spine Surgery: Leveraging Electronic Health Records for Machine Learning and Clinical Research

Victor E Staartjes, Martin N Stienen, V. Staartjes, 2019, Neurospine.

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III-Model Evaluation and Other Points of Significance.

V. Staartjes, J. Kernbach, 2021, Acta neurochirurgica. Supplement.

Significance of external validation in clinical machine learning: let loose too early?

V. Staartjes, J. Kernbach, 2020, The spine journal : official journal of the North American Spine Society.

Development and External Validation of a Deep Learning Algorithm to Identify and Localize Subarachnoid Hemorrhage on CT Scans

V. Staartjes, L. Regli, M. Korja, 2023, Neurology.

Influence of gender and sexual hormones on outcomes after pituitary surgery: a systematic review and meta-analysis

V. Staartjes, L. Regli, C. Serra, 2023, Acta Neurochirurgica.

Microsurgical management of midbrain gliomas: surgical results and long-term outcome in a large, single-surgeon, consecutive series.

V. Staartjes, A. Sav, Z. Firat, 2023, Journal of Neurosurgery.

Comparison of Deep Learning and Classical Machine Learning Algorithms to Predict Postoperative Outcomes for Anterior Cervical Discectomy and Fusion Procedures With State-of-the-art Performance

V. Staartjes, M. Stienen, A. Veeravagu, 2022, Spine.

Machine Learning in Pituitary Surgery.

V. Staartjes, L. Regli, C. Serra, 2021, Acta neurochirurgica. Supplement.

Development and external validation of clinical prediction models for pituitary surgery

F. Guaraldi, V. Staartjes, L. Regli, 2023, Brain & spine.

Letter to the Editor Regarding "Investigating Risk Factors and Predicting Complications in Deep Brain Stimulation Surgery with Machine Learning Algorithms".

V. Staartjes, J. Kernbach, 2020, World neurosurgery.

Safety of microneurosurgical interventions for superficial and deep-seated brain metastases: single-center cohort study of 637 consecutive cases

J. Sarnthein, N. Krayenbühl, V. Staartjes, 2023, Journal of Neuro-Oncology.

Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding

E. Konukoglu, V. Staartjes, L. Regli, 2023, IPMI.

Vision-Based Neurosurgical Guidance: Unsupervised Localization and Camera-Pose Prediction

E. Konukoglu, V. Staartjes, D. Mazzatenta, 2024, ArXiv.

Calculation of the minimum clinically important difference (MCID) using different methodologies: case study and practical guide.

V. Staartjes, M. Schröder, A. Klukowska, 2024, European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society.

Machine learning-based preoperative analytics for the prediction of anastomotic leakage in colorectal surgery: a swiss pilot study

V. Staartjes, A. Taha, S. Taha-Mehlitz, 2024, Surgical endoscopy.

Predictors of five-repetition sit-to-stand test performance in patients with lumbar degenerative disease

W. Vandertop, V. Staartjes, M. Schröder, 2022, Acta Neurochirurgica.

Association of maximum back and leg pain severity with objective functional impairment as assessed by five-repetition sit-to-stand testing: analysis of two prospective studies

V. Staartjes, M. Schröder, A. Klukowska, 2019, Neurosurgical Review.

A randomized controlled trial of social media promotion in neurosurgical publishing

A. Kolias, V. Staartjes, C. Karekezi, 2024, Neurosurgical review.

Promotion of a neurosurgical academic journal on social media: a 1-year experience

A. Kolias, V. Staartjes, C. Serra, 2023, Acta neurochirurgica.

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV-A Practical Approach to Binary Classification Problems.

V. Staartjes, J. Kernbach, 2021, Acta neurochirurgica. Supplement.

Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V-A Practical Approach to Regression Problems.

V. Staartjes, J. Kernbach, 2021, Acta neurochirurgica. Supplement.

Identifying subsets of patients with single-level degenerative disc disease for lumbar fusion: the value of prognostic tests in surgical decision making.

V. Staartjes, M. Schröder, Pieter-Paul A. Vergroesen, 2017, The spine journal : official journal of the North American Spine Society.

Safety and Effectiveness of an Enhanced Recovery Protocol in Patients Undergoing Burr Hole Evacuation for Chronic Subdural Hematoma

V. Staartjes, M. Germans, Nina Schwendinger, 2024, Neurosurgery.