notesum.ai

Published at November 26

Can artificial intelligence predict clinical trial outcomes?

cs.LG

stat.AP

Released Date: November 26, 2024

Authors: Shuyi Jin¹, Lu Chen², Hongru Ding, Meijie Wang³, Lun Yu⁴

Aff.: ¹Department of Biomedical Informatics, National University of Singapore, 119077, Singapore; ²Department, Southeast University, Nanjing, 210018, Jiangsu, China; ³MetaNovas BioTechnology, Shanghai, 201203, China; ⁴Metanovas Biotech, 905 W Middlefield Rd, Mountain View, 94043, CA, USA

Arxiv: http://arxiv.org/abs/2411.17595v1

Model	Balanced_acc	MCC	Recall	Specificity
gpt4mini	0.500	0.000	1.000	0.000
gpt4o	0.573	0.212	0.931	0.214
gpt4	0.542	0.234	1.000	0.083
gpt3.5	0.504	0.049	0.997	0.011
HINT	0.563	0.111	0.586	0.541
llama3	0.517	0.058	0.949	0.085