Yishan Zhong

According to our database, Yishan Zhong authored at least 20 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Tree-of-Evidence: Efficient "System 2" Search for Faithful Multimodal Grounding.

Micky C. Nnamdi, Benoit Louis Marteau, Yishan Zhong, J. Ben Tamo, May D. Wang

CoRR, April, 2026

Monocular Markerless Motion Capture Enables Quantitative Assessment of Upper Extremity Reachable Workspace.

Seth Donahue, J. D. Peiffer, R. Tyler Richardson, Yishan Zhong, Shaun Q. Y. Tan, Benoit Marteau, Stephanie R. Russo, May D. Wang, R. James Cotton, Ross Chafetz

CoRR, February, 2026

LLM-as-RNN: A Recurrent Language Model for Memory Updates and Sequence Prediction.

Yuxing Lu, J. Ben Tamo, Weichen Zhao, Nan Sun, Yishan Zhong, Wenqi Shi, Jinzhuo Wang, May D. Wang

CoRR, January, 2026

Rethinking Model Complexity: Contrastive Frame Embedding in Transformer-Based Echocardiogram Ejection Fraction Estimation.

Shaunna Wang, Yishan Zhong, Benoit Marteau, Shaun Q. Y. Tan, Yining Yuan, Yifei Wang, May D. Wang

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

EXR: An Interactive Immersive EHR Visualization in Extended Reality.

Benoit Marteau, Shaun Q. Y. Tan, Jieru Li, Andrew Hornback, Yishan Zhong, Shaunna Wang, Christian Lowson, Jason Woloff, Joshua M. Pahys, Steven W. Hwang, Coleman Hilton, May D. Wang

CoRR, December, 2025

MENDR: Manifold Explainable Neural Data Representations.

Matthew Chen, Micky C. Nnamdi, Justin Shao, Andrew Hornback, Hongyun Huang, J. Ben Tamo, Yishan Zhong, Benoit Marteau, Wenqi Shi, May Dongmei Wang

CoRR, August, 2025

MedAgentGym: Training LLM Agents for Code-Based Medical Reasoning at Scale.

Ran Xu, Yuchen Zhuang, Yishan Zhong, Yue Yu, Xiangru Tang, Hang Wu, May D. Wang, Peifeng Ruan, Donghan Yang, Tao Wang, Guanghua Xiao, Carl Yang, Yang Xie, Wenqi Shi

CoRR, June, 2025

Anatomically-constrained Near-eye Gaze Tracking and Movement Classification using Transformer.

Yishan Zhong, Jingyan Xu, Benoit Marteau, Shaun Q. Y. Tan, May D. Wang

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Multi-Agent LLM Reasoning for Clinical Procedure Sequencing from High-Granularity EHR Data.

Yishan Zhong, Wenqi Shi, J. Ben Tamo, Micky C. Nnamdi, Yining Yuan, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

Developing Fairness-Aware Task Decomposition to Improve Equity in Post-Spinal Fusion Complication Prediction.

Yining Yuan, J. Ben Tamo, Wenqi Shi, Yishan Zhong, Micky C. Nnamdi, B. Randall Brenn, Steven W. Hwang, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

A Hybrid Deep Learning Framework for Automated Cobb Angle Estimation in Scoliosis Assessment.

Shaun Qien Yeau Tan, Shaunna Wang, Chia-Pei Wang, Alexandru C. Florea, Isabella W. Wang, Degel S. Agoreyo, Joline J. Speck, Micky C. Nnamdi, J. Ben Tamo, Benoit Louis Marteau, Yishan Zhong, Selina Poon, May Dongmei Wang

Proceedings of the 16th ACM International Conference on Bioinformatics, 2025

2024

Quantitative Explainability Study of Deformable Convolutional Neural Networks using Chest X-rays.

Vivek K. Chundru, M. Sait Kilinc, Anthony Lim, Micky C. Nnamdi, Yishan Zhong, Wenqi Shi, May D. Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Improving A Large Healthcare System Research Data Warehouse Using OHDSI's Data Quality Dashboard.

Benoit Louis Marteau, Andrew Hornback, Yishan Zhong, Christian Lowson, Jason Woloff, Benjamin M. Smith, Coleman Hilton, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection.

Felipe O. Giuste, Ryan Sequeira, Vikranth Keerthipati, Peter Lais, Ali Mirzazadeh, Arshawn Mohseni, Yuanda Zhu, Wenqi Shi, Benoit Marteau, Yishan Zhong, Li Tong, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang

J. Biomed. Informatics, March, 2023

Uncertainty-Aware Ensemble Learning Models for Out-of-Distribution Medical Imaging Analysis.

Junior Ben Tamo, Micky C. Nnamdi, Lea Lesbats, Wenqi Shi, Yishan Zhong, May D. Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation.

Han Bao, Jie Deng, Shihao Xing, Yishan Zhong, Wenqi Shi, Benoit Marteau, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

Multi-Modal Deep Learning Models for Alzheimer's Disease Prediction Using MRI and EHR.

Sathvik S. Prabhu, John A. Berkebile, Neha Rajagopalan, Renjie Yao, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May D. Wang

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Interpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images.

Yuheng Li, Jieh Sheng Hsu, Noaima Bari, Xu Qiu, Malvika Viswanathan, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Attention-based Automated Chest CT Image Segmentation Method of COVID-19 Lung Infection.

Beom J. Lee, Sarkis T. Martirosyan, Zaid Khan, Han Y. Chiu, Zun Wang, Wenqi Shi, Felipe O. Giuste, Yishan Zhong, Jimin Sun, May Dongmei Wang

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

2021

Performance Evaluation of a Wearable Tattoo Electrode Suitable for High-Resolution Surface Electromyogram Recording.

Sourav Chandra, Jinghua Li, Babak Afsharipour, Andres F. Cardona, Nina L. Suresh, Limei Tian, Yujun Deng, Yishan Zhong, Zhaoqian Xie, Haixu Shen, Yonggang Huang, John A. Rogers, William Zev Rymer

IEEE Trans. Biomed. Eng., 2021