ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text

26 May 2024

Papers citing "ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text"

6 / 6 papers shown

Title
OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records Zhijiang Wan Qianhao Yu Jia Mao Wenfeng Duan Cheng Ding 24 0 0 02 Mar 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs Che Liu C. Ouyang Zhongwei Wan Haozhe Wang Wenjia Bai Rossella Arcucci 47 1 0 25 Feb 2025
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 4 0 28 Oct 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement Che Liu Zhongwei Wan Ouyang Cheng Anand Shah Wenjia Bai Rossella Arcucci 28 26 0 11 Mar 2024
Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer Wen-Rang Zhang Ling Yang Shijia Geng Shenda Hong ViT AI4TS 37 40 0 20 May 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021