Yiliang Zhou

According to our database, Yiliang Zhou authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

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

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

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