Xianghao Zhan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 25

Top Topics

Ensemble Learning

Natural Language

Conformal Prediction

Unlabelled Data

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Trans. Instrum. Meas.

Publications

Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Brain Deformation Estimation With Transfer Learning for Head Impact Datasets Across Impact Types. IEEE Trans. Biomed. Eng. 71 (6) (2024)
Xianghao Zhan, Liang Kou, Meiting Xue, Jilin Zhang, Li Zhou
Reliable Long-Term Energy Load Trend Prediction Model for Smart Grid Using Hierarchical Decomposition Self-Attention Network. IEEE Trans. Reliab. 72 (2) (2023)
Xianghao Zhan, Qinmei Xu, Yuanning Zheng, Guangming Lu, Olivier Gevaert
Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining. CoRR (2023)
Xianghao Zhan, Jiawei Sun, Yuzhe Liu, Nicholas J. Cecchi, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo
Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation. CoRR (2023)
Lifeng Lei, Liang Kou, Xianghao Zhan, Jilin Zhang, Yongjian Ren
An Anomaly Detection Algorithm Based on Ensemble Learning for 5G Environment. Sensors 22 (19) (2022)
Xianghao Zhan, Fanjin Wang, Olivier Gevaert
Reliably Filter Drug-Induced Liver Injury Literature With Natural Language Processing and Conformal Prediction. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Denoising instrumented mouthguard measurements of head impact kinematics with a convolutional neural network. CoRR (2022)
Xianghao Zhan, Fanjin Wang, Olivier Gevaert
Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning. CoRR (2022)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Finding the Spatial Co-Variation of Brain Deformation With Principal Component Analysis. IEEE Trans. Biomed. Eng. 69 (10) (2022)
Li Liu, Xianghao Zhan, Xikai Yang, Xiaoqing Guan, Rumeng Wu, Zhan Wang, Zhiyuan Luo, You Wang, Guang Li
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 Trans. Instrum. Meas. 71 (2022)
Hengyang Wang, Xianghao Zhan, Li Liu, Asif Ullah, Huiyan Li, Han Gao, You Wang, Ruifen Hu, Guang Li
Unsupervised Cross-User Adaptation in Taste Sensation Recognition Based on Surface Electromyography. IEEE Trans. Instrum. Meas. 71 (2022)
Xianghao Zhan, Marie Humbert-Droz, Pritam Mukherjee, Olivier Gevaert
Structuring clinical text with AI: Old versus new natural language processing techniques evaluated on eight common cardiovascular diseases. Patterns 2 (7) (2021)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Rapidly and accurately estimating brain strain and strain rate across head impact types with transfer learning and data fusion. CoRR (2021)
Qinmei Xu, Xianghao Zhan, Zhen Zhou, Yiheng Li, Peiyi Xie, Shu Zhang, Xiuli Li, Yizhou Yu, Changsheng Zhou, Longjiang Zhang, Olivier Gevaert, Guangming Lu
AI-based analysis of CT images for rapid triage of COVID-19 patients. npj Digit. Medicine 4 (2021)
Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Data-driven decomposition of brain dynamics with principal component analysis in different types of head impacts. CoRR (2021)
Xianghao Zhan, Lifeng Lei, Liang Kou
An electric power forecasting method based on dual time series attention mechanism neural network structure. QRS Companion (2021)
Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Kinematics clustering enables head impact subtyping for better traumatic brain injury prediction. CoRR (2021)
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Rapid Estimation of Entire Brain Strain Using Deep Learning Models. IEEE Trans. Biomed. Eng. 68 (11) (2021)
Li Liu, Xianghao Zhan, Rumeng Wu, Xiaoqing Guan, Zhan Wang, Wei Zhang, You Wang, Zhiyuan Luo, Guang Li
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose. CoRR (2021)
Xianghao Zhan, Yiheng Li, Yuzhe Liu, August G. Domel, Hossein Vahid Alizadeh, Zhou Zhou, Nicholas J. Cecchi, Stephen Tiernan, Jesse Ruan, Saeed Barbat, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo
Predictive Factors of Kinematics in Traumatic Brain Injury from Head Impacts Based on Statistical Interpretation. CoRR (2021)
Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Samuel J. Raymond, Zhou Zhou, Hossein Vahid Alizadeh, Jesse Ruan, Saeed Barbat, Stephen Tiernan, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo
Classification of head impacts based on the spectral density of measurable kinematics. CoRR (2021)
Hengyang Wang, Xianghao Zhan, Li Liu, Asif Ullah, Huiyan Li, Han Gao, You Wang, Guang Li
Unsupervised cross-user adaptation in taste sensationrecognition based on surface electromyography withconformal prediction and domain regularizedcomponent analysis. CoRR (2021)
Xianghao Zhan, Yiheng Li, Yuzhe Liu, August G. Domel, Hossein Vahid Alizadeh, Samuel J. Raymond, Jesse Ruan, Saeed Barbat, Stephen Tiernan, Olivier Gevaert, Michael Zeineh, Gerald A. Grant
Prediction of brain strain across head impact subtypes using 18 brain injury criteria. CoRR (2020)
Xianghao Zhan, Yuzhe Liu, Samuel J. Raymond, Hossein Vahid Alizadeh, August G. Domel, Olivier Gevaert, Michael Zeineh, Gerald A. Grant, David B. Camarillo
Deep Learning Head Model for Real-time Estimation of Entire Brain Deformation in Concussion. CoRR (2020)
Xianghao Zhan, Xiaoqing Guan, Rumeng Wu, Zhan Wang, You Wang, Guang Li
Discrimination between Alternative Herbal Medicines from Different Categories with the Electronic Nose. Sensors 18 (9) (2018)