Personal information

Activities

Employment (4)

Samsung Research America: Mountain View, CA, US

2024-06-24 to 2024-09-13
Employment
Source: Self-asserted source
Xianghao Zhan

Genentech: South San Francisco, CA, US

2023-06-20 to 2023-09-08 | Biomedical Imaging Data Science Intern (Translational Imaging)
Employment
Source: Self-asserted source
Xianghao Zhan

Stanford University: Stanford, CA, US

2021-05-10 to 2021-09-10 | Program Leader of Stanford Summer Research Program (School of Medicine)
Employment
Source: Self-asserted source
Xianghao Zhan

University of Cambridge: Cambridgeshire, GB

2018-12-10 to 2019-03-02 | Research Assistant
Employment
Source: Self-asserted source
Xianghao Zhan

Education and qualifications (5)

Stanford University: Stanford, California, US

2019-09-01 to present | PhD Candidate (Department of Bioengineering)
Education
Source: Self-asserted source
Xianghao Zhan

Stanford University: Stanford, CA, US

2023-01-01 to 2023-07-01 | Master of Science in Statistics (Department of Statistics)
Education
Source: Self-asserted source
Xianghao Zhan

Stanford University: Stanford, California, US

2019-09-11 to 2021-06-30 | Master of Science in Bioengineering (Department of Bioengineering)
Education
Source: Self-asserted source
Xianghao Zhan

Zhejiang University: Hangzhou, Zhejiang, CN

2015-09-01 to 2019-07-01 | Bachelor of Engineering (College of Control Science and Engineering)
Education
Source: Self-asserted source
Xianghao Zhan

Zhejiang University: Hangzhou, Zhejiang, CN

2015-09-01 to 2019-07-01 | English Language and Literature (School of Internationa Studies)
Education
Source: Self-asserted source
Xianghao Zhan

Works (35)

Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction

PLOS Computational Biology
2025-02-13 | Journal article
Contributors: Xianghao Zhan; Anders Wallqvist; Qinmei Xu; Yuanning Zheng; Guangming Lu; Olivier Gevaert
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Differences between two maximal principal strain rate calculation schemes in traumatic brain analysis with in-vivo and in-silico datasets.

Journal of biomechanics
2024-12-05 | Journal article
Part of ISSN: 1873-2380
Contributors: Xianghao Zhan; Zhou Zhou; Yuzhe Liu; Nicholas J Cecchi; Marzieh Hajiahamemar; Michael M Zeineh; Gerald A Grant; David Camarillo
Source: check_circle
Stanford University

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

IEEE Transactions on Biomedical Engineering
2024-09 | Journal article
Contributors: Xianghao Zhan; Yuzhe Liu; Nicholas J. Cecchi; Ashlyn A. Callan; Enora Le Flao; Olivier Gevaert; Michael M. Zeineh; Gerald A. Grant; David B. Camarillo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types

IEEE Transactions on Biomedical Engineering
2024-06 | Journal article
Contributors: Xianghao Zhan; Yuzhe Liu; Nicholas J. Cecchi; Olivier Gevaert; Michael M. Zeineh; Gerald A. Grant; David B. Camarillo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A wearable hydraulic shock absorber with efficient energy dissipation

International Journal of Mechanical Sciences
2024-05 | Journal article
Contributors: Nicholas J. Cecchi; Yuzhe Liu; Ramanand V. Vegesna; Xianghao Zhan; Weiguang Yang; Leslie Anasu Espinoza Campomanes; Gerald A. Grant; David B. Camarillo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Adaptive Machine Learning Head Model Across Different Head Impact Types Using Unsupervised Domain Adaptation and Generative Adversarial Networks.

IEEE sensors journal
2024-03-01 | Journal article
Part of ISSN: 1530-437X
Contributors: Xianghao Zhan; Jiawei Sun; Yuzhe Liu; Nicholas J Cecchi; Enora Le Flao; Olivier Gevaert; Michael M Zeineh; David B Camarillo
Source: check_circle
Stanford University
grade
Preferred source (of 2)‎

Differences In Strain Distribution Across Brain Regions In Non-concussive Collegiate Football Head Impacts

2023-09-01 | Conference paper
WOSUID:

WOS:001158156601290

Part of ISSN: 1530-0315
Part of ISSN: 0195-9131
Contributors: Le Flao, Enora; Zhan, Xianghao; Cecchi, Nicholas J.; Liu, Yuzhe; Callan, Ashlyn A.; Watson, Landon P.; Pang, Collin; Grant, Gerald A.; Zeineh, Michael M.; Camarillo, David B.
Source: check_circle
Stanford University

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

ArXiv
2023-06-08 | Journal article
Part of ISSN: 2331-8422
Contributors: Xianghao Zhan; Jiawei Sun; Yuzhe Liu; Nicholas J Cecchi; Enora Le Flao; Olivier Gevaert; Michael M Zeineh; David B Camarillo
Source: check_circle
Stanford University

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

Annals of biomedical engineering
2023-03-14 | Journal article
WOSUID:

MEDLINE:36917295

Part of ISSN: 1573-9686
Part of ISSN: 0090-6964
Contributors: Cecchi, Nicholas J.; Callan, Ashlyn A.; Watson, Landon P.; Liu, Yuzhe; Zhan, Xianghao; Vegesna, Ramanand V.; Pang, Collin; Le Flao, Enora; Grant, Gerald A.; Zeineh, Michael M. et al.
Source: check_circle
Stanford University

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

Journal of sport and health science
2023-03-13 | Journal article
Part of ISSN: 2213-2961
Contributors: Xianghao Zhan; Yiheng Li; Yuzhe Liu; Nicholas J Cecchi; Samuel J Raymond; Zhou Zhou; Hossein Vahid Alizadeh; Jesse Ruan; Saeed Barbat; Stephen Tiernan et al.
Source: check_circle
Stanford University

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

Annals of biomedical engineering
2023-01-02 | Journal article
WOSUID:

MEDLINE:36593307

Part of ISSN: 1573-9686
Part of ISSN: 0090-6964
Contributors: Cecchi, Nicholas J.; Domel, August G.; Liu, Yuzhe; Rice, Eli; Lu, Rong; Zhan, Xianghao; Zhou, Zhou; Raymond, Samuel J.; Sami, Sohrab; Singh, Heer et al.
Source: check_circle
Stanford University

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

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
Contributors: Li Liu; Xianghao Zhan; Xikai Yang; Xiaoqing Guan; Rumeng Wu; Zhan Wang; Zhiyuan Luo; You Wang; Guang Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
Contributors: Hengyang Wang; Xianghao Zhan; Li Liu; Asif Ullah; Huiyan Li; Han Gao; You Wang; Ruifen Hu; Guang Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Translational models of mild traumatic brain injury tissue biomechanics

Current Opinion in Biomedical Engineering
2022-12 | Journal article | Author
Part of ISSN: 2468-4511
Contributors: Xianghao Zhan; Anna Oeur; Yuzhe Liu; Michael M. Zeineh; Gerald A. Grant; Susan S. Margulies; David B. Camarillo
Source: Self-asserted source
Xianghao Zhan
grade
Preferred source (of 3)‎

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

IEEE Journal of Biomedical and Health Informatics
2022-10 | Journal article
Contributors: Xianghao Zhan; Fanjin Wang; Olivier Gevaert
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Laboratory And On-field Testing Of A Commercially Available Padded Helmet Cover

2022-09-01 | Conference paper
WOSUID:

WOS:000888056600127

Part of ISSN: 1530-0315
Part of ISSN: 0195-9131
Contributors: Cecchi, Nicholas J.; Callan, Ashlyn A.; Watson, Landon P.; Liu, Yuzhe; Zhan, Xianghao; Zeineh, Michael M.; Grant, Gerald A.; Camarillo, David B.
Source: check_circle
Stanford University

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

Annals of biomedical engineering
2022-08-03 | Journal article
Part of ISSN: 1573-9686
Contributors: Xianghao Zhan; Yiheng Li; Yuzhe Liu; Nicholas J Cecchi; Olivier Gevaert; Michael M Zeineh; Gerald A Grant; David B Camarillo
Source: check_circle
Stanford University

A REAL-TIME SYSTEM TO MONITOR BRAIN STRAIN TO DETECT DANGEROUS HEAD IMPACTS

2022-06-01 | Conference paper
WOSUID:

WOS:000840122300077

Part of ISSN: 1557-9042
Part of ISSN: 0897-7151
Contributors: Zhan, Xianghao; Liu, Yuzhe; Gevaert, Olivier; Zeineh, Michael; Camarillo, David
Source: check_circle
Stanford University

Find the spatial co-variation of brain deformation with principal component analysis.

IEEE transactions on bio-medical engineering
2022-03-29 | Journal article
Part of ISSN: 1558-2531
Contributors: Xianghao Zhan; Yuzhe Liu; Nicholas J Cecchi; Olivier Gevaert; Michael Zeineh; Gerald Grant; David Benjamin Camarillo
Source: check_circle
Stanford University
grade
Preferred source (of 2)‎

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

IEEE Sensors Journal
2021 | Journal article
Part of ISSN: 1530-437X
Part of ISSN: 1558-1748
Part of ISSN: 2379-9153
Source: Self-asserted source
Xianghao Zhan
grade
Preferred source (of 3)‎

Rapid Estimation of Entire Brain Strain Using Deep Learning Models

IEEE Transactions on Biomedical Engineering
2021-11 | Journal article
Contributors: Xianghao Zhan; Yuzhe Liu; Samuel Raymond; Hossein Vahid Alizadeh; August Domel; Olivier Gevaert; Michael Zeineh; Gerald Grant; David Camarillo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Annals of Biomedical Engineering
2021-10 | Journal article
Part of ISSN: 0090-6964
Part of ISSN: 1573-9686
Source: Self-asserted source
Xianghao Zhan
grade
Preferred source (of 2)‎

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

Annals of Biomedical Engineering
2021-10 | Journal article
Part of ISSN: 0090-6964
Part of ISSN: 1573-9686
Source: Self-asserted source
Xianghao Zhan
grade
Preferred source (of 2)‎

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

Journal of neurotrauma
2021-10-07 | Journal article
WOSUID:

MEDLINE:34617451

Part of ISSN: 1557-9042
Part of ISSN: 0897-7151
Contributors: Zhou, Zhou; Li, Xiaogai; Liu, Yuzhe; Fahlstedt, Madelen; Georgiadis, Marios; Zhan, Xianghao; Raymond, Samuel J.; Grant, Gerald; Kleiven, Svein; Camarillo, David Benjamin et al.
Source: check_circle
Stanford University

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

Patterns
2021-07 | Journal article
Contributors: Xianghao Zhan; Marie Humbert-Droz; Pritam Mukherjee; Olivier Gevaert
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Annals of biomedical engineering
2021-07-06 | Journal article
WOSUID:

MEDLINE:34231091

Part of ISSN: 1573-9686
Part of ISSN: 0090-6964
Contributors: Liu, Yuzhe; Domel, August G.; Cecchi, Nicholas J.; Rice, Eli; Callan, Ashlyn A.; Raymond, Samuel J.; Zhou, Zhou; Zhan, Xianghao; Li, Yiheng; Zeineh, Michael M. et al.
Source: check_circle
Stanford University

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

Journal of The Royal Society Interface
2021-06 | Journal article
Contributors: Xianghao Zhan; Yiheng Li; Yuzhe Liu; August G. Domel; Hossein Vahid Alizadeh; Samuel J. Raymond; Jesse Ruan; Saeed Barbat; Stephen Tiernan; Olivier Gevaert et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

npj Digital Medicine
2021-04-22 | Journal article
Contributors: Qinmei Xu; Xianghao Zhan; Zhen Zhou; Yiheng Li; Peiyi Xie; Shu Zhang; Xiuli Li; Yizhou Yu; Changsheng Zhou; Longjiang Zhang et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Structuring clinical text with AI: old vs. new natural language processing techniques evaluated on eight common cardiovascular diseases

2021-01-29 | Other
Contributors: Xianghao Zhan; Marie Humbert-Droz; Pritam Mukherjee; Olivier Gevaert
Source: check_circle
Crossref

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

Measurement: Journal of the International Measurement Confederation
2020 | Journal article
EID:

2-s2.0-85081953383

Part of ISBN:

02632241

Contributors: Zhan, X.; Wang, Z.; Yang, M.; Luo, Z.; Wang, Y.; Li, G.
Source: Self-asserted source
Xianghao Zhan via Scopus - Elsevier
grade
Preferred source (of 2)‎

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

Sensors and Actuators, A: Physical
2020 | Journal article
EID:

2-s2.0-85083498146

Part of ISBN:

09244247

Contributors: Wang, Y.; Diao, J.; Wang, Z.; Zhan, X.; Zhang, B.; Li, N.; Li, G.
Source: Self-asserted source
Xianghao Zhan via Scopus - Elsevier
grade
Preferred source (of 2)‎

Feature engineering in discrimination of herbal medicines from different geographical origins with electronic nose

Proceedings of 2019 IEEE 7th International Conference on Bioinformatics and Computational Biology, ICBCB 2019
2019 | Conference paper
EID:

2-s2.0-85074096587

Contributors: Zhan, X.; Guan, X.; Wu, R.; Wang, Z.; Wang, Y.; Li, G.
Source: Self-asserted source
Xianghao Zhan via Scopus - Elsevier
grade
Preferred source (of 2)‎

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

IET Conference Publications
2018 | Conference paper
EID:

2-s2.0-85070507780

Contributors: Zhan, X.; Guan, X.; Wu, R.; Wang, Z.; Wang, Y.; Luo, Z.; Li, G.
Source: Self-asserted source
Xianghao Zhan via Scopus - Elsevier
grade
Preferred source (of 2)‎

Discrimination between Alternative Herbal Medicines from Different Categories with the Electronic Nose

Sensors
2018-09-04 | Journal article
Contributors: Xianghao Zhan; Xiaoqing Guan; Rumeng Wu; Zhan Wang; You Wang; Guang Li
Source: check_circle
Crossref
grade
Preferred source (of 4)‎

NU-WAY, an Application of Numerical Methods in Campus Running Route Evaluation

2018-01-01 | Conference paper
WOSUID:

WOS:000459239500148

Contributors: Zhan Xianghao; Yang Xikai; Zhang Jianming
Source: check_circle
Stanford University

Peer review (35 reviews for 19 publications/grants)

Review activity for Annals of biomedical engineering. (5)
Review activity for Annals of biomedical engineering. (1)
Review activity for Biomedical signal processing and control. (1)
Review activity for Brain research. (2)
Review activity for Communications engineering. (1)
Review activity for Communications medicine. (1)
Review activity for Computer methods in biomechanics and biomedical engineering. (5)
Review activity for Computers in biology and medicine. (1)
Review activity for Connection science. (2)
Review activity for Diagnostics. (2)
Review activity for Electronics. (4)
Review activity for IEEE journal of biomedical and health informatics. (3)
Review activity for IEEE transactions on industrial informatics. (1)
Review activity for Information. (1)
Review activity for International journal of environmental research and public health (1)
Review activity for Journal of neurotrauma. (1)
Review activity for Machine learning and knowledge extraction. (1)
Review activity for Measurement. (1)
Review activity for Medicina. (1)