X. Zhan

发表

CT-based Rapid Triage of COVID-19 Patients: Risk Prediction and Progression Estimation of ICU Admission, Mechanical Ventilation, and Death of Hospitalized Patients

O. Gevaert, G. Lu, Y. Li, 2020, medRxiv.

Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction pdf

Olivier Gevaert, David B. Camarillo, Xianghao Zhan, 2021, ArXiv.

Theoretical and numerical analysis for angular acceleration being determinant of brain strain in mTBI

Samuel J. Raymond, August G. Domel, G. Grant, 2020, 2012.13507.

Classification of head impacts based on the spectral density of measurable kinematics pdf

Olivier Gevaert, Saeed Barbat, Samuel J. Raymond, 2021, ArXiv.

Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts pdf

Olivier Gevaert, David B. Camarillo, Xianghao Zhan, 2021, ArXiv.

Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation

Olivier Gevaert, Saeed Barbat, Michael Zeineh, 2021, Annals of biomedical engineering.

Structuring clinical text with AI: Old versus new natural language processing techniques evaluated on eight common cardiovascular diseases

Olivier Gevaert, Xianghao Zhan, Marie Humbert-Droz, 2021, Patterns.

Fast Brain Strain Evaluation in Head Impact

Yiheng Li, X. Zhan, 2020 .

Time Window of Head Impact Kinematics Measurement for Calculation of Brain Strain and Strain Rate in American Football

Samuel J. Raymond, David B. Camarillo, August G. Domel, 2021, Annals of Biomedical Engineering.

The relationship between brain injury criteria and brain strain across different types of head impacts can be different

Samuel J. Raymond, August G. Domel, D. Camarillo, 2021, Journal of the Royal Society Interface.

AI-based analysis of CT images for rapid triage of COVID-19 patients

O. Gevaert, Xiuli Li, Zhen Zhou, 2021, npj Digital Medicine.

Towards a comprehensive delineation of white matter tract-related deformation

Samuel J. Raymond, D. Camarillo, S. Kleiven, 2021, bioRxiv.

An electronic nose-based assistive diagnostic prototype for lung cancer detection with conformal prediction

Guang Li, You Wang, Meng Yang, 2020 .

CS229 Final Report CT-based Patient Triage of COVID-19: Radiomics Prediction of ICU Admission, Mechanical Ventilation, and Death of Patients

Yiheng Li, X. Zhan, 2022 .

Reliably Filter Drug-Induced Liver Injury Literature With Natural Language Processing and Conformal Prediction

O. Gevaert, Fanjin Wang, X. Zhan, 2022, IEEE Journal of Biomedical and Health Informatics.

Translational models of mild traumatic brain injury tissue biomechanics

David B. Camarillo, D. Camarillo, S. Margulies, 2022, Current Opinion in Biomedical Engineering.

Reliably Filter Drug-Induced Liver Injury Literature With Natural Language Processing and Conformal Prediction

O. Gevaert, Fanjin Wang, X. Zhan, 2022, IEEE Journal of Biomedical and Health Informatics.

AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction

David B. Camarillo, Nicholas J. Cecchi, Ashlyn A. Callan, 2022, IEEE Transactions on Biomedical Engineering.

The relationship between brain injury criteria and brain strain across different types of head impacts can be different

Samuel J. Raymond, David B. Camarillo, August G. Domel, 2020, Journal of the Royal Society Interface.

Piecewise Multivariate Linearity Between Kinematic Features and Cumulative Strain Damage Measure (CSDM) Across Different Types of Head Impacts

Nicholas J. Cecchi, D. Camarillo, O. Gevaert, 2022, Annals of Biomedical Engineering.

Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis

Nicholas J. Cecchi, D. Camarillo, O. Gevaert, 2022, IEEE Transactions on Biomedical Engineering.

Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation

Samuel J. Raymond, August G. Domel, Nicholas J. Cecchi, 2021, Annals of Biomedical Engineering.

Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion pdf

Samuel J. Raymond, Michael Zeineh, Xianghao Zhan, 2020, ArXiv.

Prediction of brain strain across head impact subtypes using 18 brain injury criteria pdf

Olivier Gevaert, Saeed Barbat, Samuel J. Raymond, 2020, ArXiv.

An optimized deep convolutional neural network for dendrobium classification based on electronic nose

Guang Li, You Wang, Nan Li, 2020 .

Towards a comprehensive delineation of white matter tract-related deformation

Samuel J. Raymond, David B. Camarillo, D. Camarillo, 2021, bioRxiv.

Structuring clinical text with AI: Old versus new natural language processing techniques evaluated on eight common cardiovascular diseases

O. Gevaert, P. Mukherjee, X. Zhan, 2021, medRxiv.

Classification of head impacts based on the spectral density of measurable kinematics

Samuel J. Raymond, Nicholas J. Cecchi, D. Camarillo, 2021, ArXiv.

Unsupervised Cross-User Adaptation in Taste Sensation Recognition Based on Surface Electromyography pdf

You Wang, Xianghao Zhan, Asif Ullah, 2021, IEEE Transactions on Instrumentation and Measurement.

Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation

Nicholas J. Cecchi, D. Camarillo, O. Gevaert, 2023, ArXiv.

Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics.

Samuel J. Raymond, Nicholas J. Cecchi, D. Camarillo, 2021, Journal of sport and health science.

CPSC: Conformal Prediction With Shrunken Centroids for Efficient Prediction Reliability Quantification and Data Augmentation, a Case in Alternative Herbal Medicine Classification With Electronic Nose

Zhiyuan Luo, Guang Li, X. Zhan, 2021, IEEE Transactions on Instrumentation and Measurement.

Padded Helmet Shell Covers in American Football: A Comprehensive Laboratory Evaluation with Preliminary On-Field Findings

Nicholas J. Cecchi, Ashlyn A. Callan, D. Camarillo, 2022, Annals of biomedical engineering.

Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion pdf

Olivier Gevaert, David B. Camarillo, Xianghao Zhan, 2021, ArXiv.

Identifying Factors Associated with Head Impact Kinematics and Brain Strain in High School American Football via Instrumented Mouthguards

Samuel J. Raymond, David B. Camarillo, August G. Domel, 2021, Annals of Biomedical Engineering.

An Anomaly Detection Algorithm Based on Ensemble Learning for 5G Environment

X. Zhan, Yongjian Ren, Liang Kou, 2022, Sensors.

Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining

O. Gevaert, X. Zhan, Qinmei Xu, 2023, 2309.07332.

Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning

O. Gevaert, Fanjin Wang, X. Zhan, 2022, ArXiv.

Online conformal prediction for classifying different types of herbal medicines with electronic nose

Xiaoqing Guan, You Wang, Zhiyuan Luo, 2018 .

Boost AI Power: Data Augmentation Strategies With Unlabeled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination With Electronic Nose

Mert Pilanci, Zhiyuan Luo, Guang Li, 2021, IEEE Sensors Journal.

Towards a comprehensive delineation of white matter tract-related deformation.

Samuel J. Raymond, D. Camarillo, S. Kleiven, 2021, Journal of neurotrauma.