notesum.ai

Published at October 21

MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report

cs.CV

cs.AI

Released Date: October 21, 2024

Authors: Samrajya Thapa¹, Koushik Howlader¹, Subhankar Bhattacharjee¹, Wei le¹

Aff.: ¹Iowa State University

Arxiv: https://arxiv.org/abs/2410.16239v2

Refer to caption

Model	Mimic IV				CheXpert
Model	AC	CM	ED	PE	AC	CM	ED	PE
GLoRIA	0.73	0.73	0.81	0.84	0.76	0.77	0.87	0.90
MedKLIP	0.71	0.67	0.77	0.82	0.75	0.78	0.92	0.92
MoRE	0.74	0.78	0.83	0.86	0.77	0.80	0.92	0.91