Zero-Shot ECG Classification with Multimodal Learning and Test-time
Clinical Knowledge Enhancement

Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement

11 March 2024

Zhongwei Wan

Rossella Arcucci

Papers citing "Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement"

10 / 10 papers shown

Title
ECG Identity Authentication in Open-set with Multi-model Pretraining and Self-constraint Center & Irrelevant Sample Repulsion Learning Mingyu Dong Zhidong Zhao Hao Wang Yefei Zhang Yanjun Deng 123 0 0 25 Apr 2025
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model Jiarui Jin Haoyu Wang Hongyan Li Jun Yu Li Jiahui Pan Shenda Hong 41 5 0 15 Feb 2025
RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction Yuwei Zhang Tong Xia Aaqib Saeed Cecilia Mascolo LM&MA 34 3 0 07 Oct 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 44 0 0 02 Sep 2024
LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference Zhongwei Wan Ziang Wu Che Liu Jinfa Huang Zhihong Zhu Peng Jin Longyue Wang Li Yuan VLM 38 28 0 26 Jun 2024
T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency Che Liu Ouyang Cheng Yinda Chen César Quilodrán-Casas Lei Ma Jie Fu Yike Guo Anand Shah Wenjia Bai Rossella Arcucci MedIm 66 12 0 03 Dec 2023
PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling Yuan Liu Songyang Zhang Jiacheng Chen Kai-xiang Chen Dahua Lin 75 28 0 04 Mar 2023
What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah M Pratt Ian Covert Rosanne Liu Ali Farhadi VLM 128 212 0 07 Sep 2022
Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer Wen-Rang Zhang Ling Yang Shijia Geng Shenda Hong ViT AI4TS 37 41 0 20 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021