Guiding Masked Representation Learning to Capture Spatio-Temporal
Relationship of Electrocardiogram

Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram

2 February 2024

Papers citing "Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram"

15 / 15 papers shown

Title
CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations A. Atienza G. Manimaran J. Bardram S. Puthusserypady 47 0 0 28 Feb 2025
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA A. Atienza J. Bardram S. Puthusserypady 33 0 0 28 Feb 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning Mingsheng Cai Jiuming Jiang Wenhao Huang Che Liu Rossella Arcucci AI4TS 44 0 0 27 Feb 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs Che Liu Cheng Ouyang Zhongwei Wan Haozhe Wang Wenjia Bai Rossella Arcucci 60 1 0 25 Feb 2025
Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes Zeyuan Meng Lovely Yeswanth Panchumarthi Saurabh Kataria Alex Fedorov Jessica Zègre-Hemsey Xiao Hu Ran Xiao 35 0 0 17 Feb 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
ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling William Jongwon Han Chaojing Duan M. Rosenberg Emerson Liu Ding Zhao 72 0 0 18 Dec 2024
Teach Multimodal LLMs to Comprehend Electrocardiographic Images Ruoqi Liu Yuelin Bai Xiang Yue Ping Zhang 22 3 0 21 Oct 2024
Learning General Representation of 12-Lead Electrocardiogram with a Joint-Embedding Predictive Architecture Sehun Kim 31 1 0 11 Oct 2024
ECHOPulse: ECG controlled echocardio-grams video generation Yiwei Li Sekeun Kim Zihao Wu Hanqi Jiang Yi Pan ... Sifan Song Yucheng Shi Tianming Liu Quanzheng Li Xiang Li VGen 29 1 0 04 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 42 28 0 11 Mar 2024
What Do Self-Supervised Vision Transformers Learn? Namuk Park Wonjae Kim Byeongho Heo Taekyung Kim Sangdoo Yun SSL 67 76 1 01 May 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 308 7,443 0 11 Nov 2021
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 51 51 0 18 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 335 5,785 0 29 Apr 2021