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Cardiology

12 directly classified papers

Papers per year

Papers

Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025

Predicting Heart Activity from Speech using Data-driven and Knowledge-based features INTERSPEECH 2024

Autonomous Myocardial Infarction Detection from Electrocardiogram with a Multi Label Classification Approach ACML 2022

CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NIPS 2021

CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG AAAI 2021

12-Lead ECG Reconstruction via Koopman Operators ICML 2021

ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System AAAI 2020

PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019

An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification INTERSPEECH 2018

Remote Heart Rate Measurement From Face Videos Under Realistic Situations CVPR 2014

Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch NIPS 2010

Active Learning Applied to Patient-Adaptive Heartbeat Classification NIPS 2010