A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG
Classification with Convolutional Neural Networks

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A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks

20 August 2022

Aristotelis Ballas

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Papers citing "A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks"

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Title
Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study Mohammad Moulaeifard Peter H. Charlton Nils Strodthoff OOD 153 1 0 26 Feb 2025
Which Augmentation Should I Use? An Empirical Investigation of Augmentations for Self-Supervised Phonocardiogram Representation Learning Aristotelis Ballas Vasileios Papapanagiotou Christos Diou 47 0 0 01 Dec 2023
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks Aristotelis Ballas Christos Diou OOD 85 12 0 20 Mar 2023
Listen2YourHeart: A Self-Supervised Approach for Detecting Murmur in Heart-Beat Sounds Aristotelis Ballas Vasileios Papapanagiotou A. Delopoulos Christos Diou 62 14 0 31 Aug 2022