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2020 – today
- 2024
[j12]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): 1853-1863 (2024)- [j11]Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Ashlyn A. Callan, Enora Le Flao, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo:
AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction. IEEE Trans. Biomed. Eng. 71(9): 2759-2770 (2024) - [i14]Xianghao Zhan, Yuzhe Liu, Nicholas J. Cecchi, Jessica Towns, Ashlyn A. Callan, Olivier Gevaert, Michael M. Zeineh, David B. Camarillo:
Identification of head impact locations, speeds, and force based on head kinematics. CoRR abs/2409.08177 (2024) - 2023
- [j10]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): 609-621 (2023) - [i13]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 abs/2306.05255 (2023) - [i12]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 abs/2309.07332 (2023) - 2022
- [j9]Lifeng Lei, Liang Kou, Xianghao Zhan, Jilin Zhang, Yongjian Ren:
An Anomaly Detection Algorithm Based on Ensemble Learning for 5G Environment. Sensors 22(19): 7436 (2022) - [j8]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): 3205-3215 (2022) - [j7]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: 1-11 (2022) - [j6]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: 1-11 (2022) - [j5]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): 5033-5041 (2022) - [i11]Xianghao Zhan, Fanjin Wang, Olivier Gevaert:
Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning. CoRR abs/2203.11015 (2022) - [i10]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 abs/2212.09832 (2022) - 2021
- [j4]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) - [j3]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): 100289 (2021) - [j2]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): 3424-3434 (2021) - [c1]Xianghao Zhan, Lifeng Lei, Liang Kou:
An electric power forecasting method based on dual time series attention mechanism neural network structure. QRS Companion 2021: 918-925 - [i9]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 abs/2102.03088 (2021) - [i8]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 abs/2102.05020 (2021) - [i7]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 abs/2104.09082 (2021) - [i6]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 abs/2108.03498 (2021) - [i5]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 abs/2108.13577 (2021) - [i4]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 abs/2110.11339 (2021) - [i3]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 abs/2110.14116 (2021) - 2020
- [i2]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 abs/2010.08527 (2020) - [i1]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 abs/2012.10006 (2020)
2010 – 2019
- 2018
- [j1]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): 2936 (2018)
Coauthor Index
aka: Michael M. Zeineh
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