Patient Contrastive Learning: a Performant, Expressive, and Practical
Approach to ECG Modeling

Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling

9 April 2021

Erik Reinertsen

Aaron D Aguirre

Collin M. Stultz

Papers citing "Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling"

11 / 11 papers shown

Title
Big Self-Supervised Models Advance Medical Image Classification Shekoofeh Azizi Basil Mustafa Fiona Ryan Zach Beaver Jan Freyberg ... Alan Karthikesalingam Simon Kornblith Ting-Li Chen Vivek Natarajan Mohammad Norouzi SSL 110 515 0 13 Jan 2021
Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang Hang Jiang Yasuhide Miura Christopher D. Manning C. Langlotz MedIm 125 758 0 02 Oct 2020
Subject-Aware Contrastive Learning for Biosignals Joseph Y. Cheng Hanlin Goh Kaan Dogrusoz Oncel Tuzel Erdrin Azemi SSL 50 112 0 30 Jun 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 83 552 0 18 Jun 2020
CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients Dani Kiyasseh T. Zhu David Clifton 65 192 0 27 May 2020
What Makes for Good Views for Contrastive Learning? Yonglong Tian Chen Sun Ben Poole Dilip Krishnan Cordelia Schmid Phillip Isola SSL 90 1,329 0 20 May 2020
Automatic diagnosis of the 12-lead ECG using a deep neural network Antônio H. Ribeiro Manoel Horta Ribeiro Gabriela M. M. Paixão D. Oliveira P. R. Gomes ... Carl R. Andersson P. Macfarlane W. Meira Jr. Thomas B. Schon A. L. Ribeiro 55 661 0 02 Apr 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 138 716 0 25 Jan 2019
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks Pranav Rajpurkar Awni Y. Hannun Masoumeh Haghpanahi Codie Bourn A. Ng 59 747 0 06 Jul 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 330 8,116 0 13 Aug 2016
Network In Network Min Lin Qiang Chen Shuicheng Yan 291 6,275 0 16 Dec 2013