Yiliang Zhou

According to our database, Yiliang Zhou authored at least 24 papers between 2020 and 2026.

Collaborative distances:

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

2026

Establishing dermatopathology encyclopedia DermpathNet with Artificial Intelligence-Based Workflow.

Ziyang Xu, Mingquan Lin, Yiliang Zhou, Zihan Xu, Seth J. Orlow, Shane A. Meehan, Alexandra Flamm, Ata S. Moshiri, Yifan Peng

CoRR, January, 2026

Applying natural language processing and large language models to clinical notes for phenotyping and diagnosing rare diseases: a systematic review.

Seungjun Kim, Yiliang Zhou, Yawen Guo, Changrui Xiao, Kai Zheng

J. Am. Medical Informatics Assoc., 2026

2025

Understanding Stigmatizing Language Lexicons: A Comparative Analysis in Clinical Contexts.

Yiliang Zhou, Di Hu, Tianchu Lyu, Jasmine Dhillon, Alexandra L. Beck, Gelareh Sadigh, Kai Zheng

CoRR, September, 2025

Enhancing Health Fact-Checking with LLM-Generated Synthetic Data.

Jingze Zhang, Jiahe Qian, Yiliang Zhou, Yifan Peng

CoRR, August, 2025

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.

Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee, Pengyi Chen, Tianjie Dai, Yuexi Du, Nicha C. Dvornek, Yuyan Ge, Zuowei Guo, Shouhei Hanaoka, Dongkyun Kim, Pablo Messina, Yang Lu, Denis Parra, Donghyun Son, Álvaro Soto, Aisha Urooj, René Vidal, Yosuke Yamagishi, Zefan Yang, Ruichi Zhang, Yang Zhou, Leo Anthony Celi, Ronald M. Summers, Zhiyong Lu, Hao Chen, Adam E. Flanders, George Shih, Zhangyang Wang, Yifan Peng

CoRR, June, 2025

Operational Performance and Subjective Preferences of Elderly Users in Intelligent Interactive Interfaces: A Systematic Review.

Yaxi Wang, Yiliang Zhou, Xing Chen, Hao Fang

Int. J. Hum. Comput. Interact., April, 2025

Generative Large Language Models Trained for Detecting Errors in Radiology Reports.

Cong Sun, Kurt Teichman, Yiliang Zhou, Brian Critelli, David Nauheim, Graham Keir, Xindi Wang, Judy Zhong, Adam E. Flanders, George Shih, Yifan Peng

CoRR, April, 2025

A mixed reality-based aircraft cable harness installation assistance system with fully occluded gesture recognition.

Zhuo Wang, Weichu Li, Jiacheng Zhang, Yiliang Zhou, Shisong Chen, Yuwei Dai, Jiale Song, Yeming Cheng, Xiaoting Du

Robotics Comput. Integr. Manuf., 2025

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.

Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee, Pengyi Chen, Tianjie Dai, Yuexi Du, Nicha C. Dvornek, Yuyan Ge, Zuwei Guo, Shouhei Hanaoka, Dongkyun Kim, Pablo Messina, Yang Lu, Denis Parra, Donghyun Son, Álvaro Soto, Aisha Urooj, René Vidal, Yosuke Yamagishi, Pingkun Yan, Zefan Yang, Ruichi Zhang, Yang Zhou, Leo Anthony Celi, Ronald M. Summers, Zhiyong Lu, Hao Chen, Adam E. Flanders, George Shih, Zhangyang Wang, Yifan Peng

Medical Image Anal., 2025

Deciphering genomic codes using advanced natural language processing techniques: a scoping review.

Shuyan Cheng, Yishu Wei, Yiliang Zhou, Zihan Xu, Drew N. Wright, Jinze Liu, Yifan Peng

J. Am. Medical Informatics Assoc., 2025

EvidenceOutcomes: A Dataset of Clinical Trial Publications with Clinically Meaningful Outcomes.

Yiliang Zhou, Abigail M. Newbury, Gongbo Zhang, Betina Ross S. Idnay, Hao Liu, Chunhua Weng, Yifan Peng

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

Closing the gap between open source and commercial large language models for medical evidence summarization.

Gongbo Zhang, Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Yiming Luo, Elizabeth Park, Jordan G. Nestor, Matthew E. Spotnitz, Ali Soroush, Thomas Campion, Zhiyong Lu, Chunhua Weng, Yifan Peng

npj Digit. Medicine, 2024

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine.

Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J. Landsman, Sally L. Baxter, Subhi J. Al'Aref, Yijia Li, Alexander Chen, Josef A. Brejt, Michael F. Chiang, Yifan Peng, Zhiyong Lu

npj Digit. Medicine, 2024

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.

Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng

Medical Image Anal., 2024

A span-based model for extracting overlapping PICO entities from randomized controlled trial publications.

Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng

J. Am. Medical Informatics Assoc., 2024

Deciphering genomic codes using advanced NLP techniques: a scoping review.

Shuyan Cheng, Yishu Wei, Yiliang Zhou, Zihan Xu, Drew N. Wright, Jinze Liu, Yifan Peng

CoRR, 2024

Enhancing disease detection in radiology reports through fine-tuning lightweight LLM on weak labels.

Yishu Wei, Xindi Wang, Hanley Ong, Yiliang Zhou, Adam E. Flanders, George Shih, Yifan Peng

CoRR, 2024

Uncovering Misattributed Suicide Causes through Annotation Inconsistency Detection in Death Investigation Notes.

Song Wang, Yiliang Zhou, Ziqiang Han, Cui Tao, Yunyu Xiao, Ying Ding, Joydeep Ghosh, Yifan Peng

CoRR, 2024

Evaluating GPT-4 with Vision on Detection of Radiological Findings on Chest Radiographs.

Yiliang Zhou, Hanley Ong, Patrick Kennedy, Carol C. Wu, Jacob Kazam, Keith Hentel, Adam E. Flanders, George Shih, Yifan Peng

CoRR, 2024

Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine.

Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J. Landsman, Sally L. Baxter, Subhi J. Al'Aref, Yijia Li, Michael F. Chiang, Yifan Peng, Zhiyong Lu

CoRR, 2024

A Span-based Model for Extracting Overlapping PICO Entities from RCT Publications.

Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng

CoRR, 2024

2023

Evaluating visual encoding quality of a mixed reality user interface for human-machine co-assembly in complex operational terrain.

Zhuo Wang, Xiangyu Zhang, Liang Li, Yiliang Zhou, Zexin Lu, Yuwei Dai, Chaoqian Liu, Zekun Su, Xiaoliang Bai, Mark Billinghurst

Adv. Eng. Informatics, October, 2023

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.

Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng

CoRR, 2023

2020

Exact predictive likelihood inference for Laplace distribution based on a time-constrained experiment.

Xiaojun Zhu, Narayanaswamy Balakrishnan, Yiliang Zhou, Hon Yiu So

Commun. Stat. Simul. Comput., 2020