GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for
Robust Electrocardiogram Prediction

GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction

2 August 2022

Ding Zhao

Papers citing "GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction"

12 / 12 papers shown

Title
Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning A. Atienza J. Bardram S. Puthusserypady AI4TS 10 0 0 14 Sep 2023
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging Jielin Qiu Peide Huang Makiya Nakashima Jae-Hyeok Lee Jiacheng Zhu ... Byung-Hak Kim Debbie Kwon Douglas Weber Ding Zhao David Chen SSL 14 4 0 16 Apr 2023
Automated Cardiovascular Record Retrieval by Multimodal Learning between Electrocardiogram and Clinical Report Jielin Qiu Jiacheng Zhu Shiqi Liu William Jongwon Han Jingqi Zhang Chaojing Duan Michael A. Rosenberg Emerson Liu Douglas Weber Ding Zhao 9 0 0 13 Apr 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics Jiacheng Zhu Jielin Qiu Aritra Guha Zhuolin Yang X. Nguyen Bo-wen Li Ding Zhao OOD 13 2 0 04 Feb 2023
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? Jielin Qiu William Jongwon Han Jiacheng Zhu Mengdi Xu Michael A. Rosenberg Emerson Liu Douglas Weber Ding Zhao 16 21 0 21 Jan 2023
Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation Peide Huang Mengdi Xu Jiacheng Zhu Laixi Shi Fei Fang Ding Zhao CLL 33 24 0 18 Oct 2022
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment Jielin Qiu Jiacheng Zhu Mengdi Xu Franck Dernoncourt Trung Bui Zhaowen Wang Bo-wen Li Ding Zhao Hailin Jin 33 11 0 10 Oct 2022
Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation Jielin Qiu Jiacheng Zhu Mengdi Xu Peide Huang Michael A. Rosenberg Douglas Weber Emerson Liu Ding Zhao 23 5 0 25 Jan 2022
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks Khondker Fariha Hossain Sharif Amit Kamran Alireza Tavakkoli Lei Pan Daniel Ma Sutharshan Rajasegarar Chandan Karmaker GAN AAML 24 25 0 16 Jul 2021
Minibatch optimal transport distances; analysis and applications Kilian Fatras Younes Zine Szymon Majewski Rémi Flamary Rémi Gribonval Nicolas Courty OT 61 53 0 05 Jan 2021
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,108 0 04 Nov 2016
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 160 25,214 0 09 Jun 2011