Search Results for author: Yiliang Zhou

Found 5 papers, 1 papers with code

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

no code implementations22 Mar 2024 Yiliang Zhou, Hanley Ong, Patrick Kennedy, Carol Wu, Jacob Kazam, Keith Hentel, Adam Flanders, George Shih, Yifan Peng

The study examines the application of GPT-4V, a multi-modal large language model equipped with visual recognition, in detecting radiological findings from a set of 100 chest radiographs and suggests that GPT-4V is currently not ready for real-world diagnostic usage in interpreting chest radiographs.

Language Modelling Large Language Model

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

no code implementations8 Jan 2024 Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng

On the PICO-Corpus, PICOX obtained higher recall and F1 scores than the baseline and improved the micro recall score from 56. 66 to 67. 33.

Data Augmentation PICO

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