Title
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods Philipp Bachmann Daniel Gedon Fredrik K. Gustafsson Antônio H. Ribeiro E. Lampa S. Gustafsson Johan Sundström Thomas B. Schon 31 1 0 21 Dec 2022
Deep conv-attention model for diagnosing left bundle branch block from 12-lead electrocardiograms Ali Sadeghi A. Rezaee F. Hajati 22 1 0 07 Dec 2022
Advancing the State-of-the-Art for ECG Analysis through Structured State Space Models Temesgen Mehari Nils Strodthoff 29 11 0 14 Nov 2022
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale Weijie Sun Sunil Vasu Kalmady N. Sepehrvand L. Chu Zihan Wang Amir Salimi Abram Hindle Russ Greiner Padma Kaul 18 5 0 14 Nov 2022
Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria Theresa Bender J. Beinecke D. Krefting Carolin Müller Henning Dathe T. Seidler Nicolai Spicher Anne-Christin Hauschild FAtt 19 26 0 03 Nov 2022
Efficient ECG-based Atrial Fibrillation Detection via Parameterised Hypercomplex Neural Networks Leonie Basso Zhao Ren Wolfgang Nejdl 31 2 0 27 Oct 2022
Class-Specific Explainability for Deep Time Series Classifiers Ramesh Doddaiah Prathyush S. Parvatharaju Elke A. Rundensteiner Thomas Hartvigsen FAtt AI4TS 37 4 0 11 Oct 2022
ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets Weijie Sun Sunil Vasu Kalmady Amir Salimi N. Sepehrvand Eric Ly Abram Hindle Russ Greiner Padma Kaul 11 8 0 06 Oct 2022
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning Thi-Thu-Hong Phan Duc Le Brijesh Patel Donald Adjeroh Jingxian Wu M. Jensen Ngan Le 32 11 0 30 Sep 2022
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG Eran Zvuloni Jesse Read Antônio H. Ribeiro A. L. Ribeiro Joachim A. Behar 20 21 0 13 Jul 2022
Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network Yu Bian Jintai Chen Xiaojun Chen Xiaoxian Yang Da Chen Jian Wu 36 9 0 16 Jun 2022
Detection of Fibrosis in Cine Magnetic Resonance Images Using Artificial Intelligence Techniques A. Curiale Facundo Cabrera Pablo Jimenez Jorgelina Medus G. Mato Matías Calandrelli 14 0 0 03 Jun 2022
Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing Hao Wen Ji-Su Kang 15 5 0 09 Apr 2022
Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training Jiahao Shao Shijia Geng Zhaoji Fu Wei-Zhao Xu Tong Liu linda Qiao AAML 13 4 0 14 Mar 2022
A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings Wen-Rang Zhang Xinxin Di Guodong Wei Shijia Geng Zhaoji Fu linda Qiao UQCV BDL 21 2 0 26 Feb 2022
Improving ECG Classification Interpretability using Saliency Maps Yola Jones F. Deligianni Jeffrey Stephen Dalton FAtt 25 19 0 10 Jan 2022
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things B. U. Demirel Islam Abdelsalam Bayoumy Mohammad Abdullah Al Faruque 14 21 0 15 Dec 2021
Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs Zhibin Zhao D. Murphy H. Gifford Stefan Williams Annie Darlington Samuel D. Relton H. Fang D. Wong 13 10 0 01 Dec 2021
SIM-ECG: A Signal Importance Mask-driven ECGClassification System K. Dharma Chicheng Zhang C. Gniady P. Agarwal Sushil Sharma 31 0 0 28 Oct 2021
Robustness of convolutional neural networks to physiological ECG noise Jenny Venton P. Harris A. Sundar N. Smith P. Aston 39 26 0 02 Aug 2021
Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling N. Diamant Erik Reinertsen S. Song Aaron D Aguirre Collin M. Stultz P. Batra 29 40 0 09 Apr 2021
Addressing catastrophic forgetting for medical domain expansion Sharut Gupta Praveer Singh Ken Chang Liangqiong Qu M. Aggarwal ... J. Patel Charles Lu Christopher P. Bridge D. Rubin Jayashree Kalpathy-Cramer OOD 34 17 0 24 Mar 2021
Self-supervised representation learning from 12-lead ECG data Temesgen Mehari Nils Strodthoff SSL 21 141 0 23 Mar 2021
Representing and Denoising Wearable ECG Recordings J. Chan Andrew C. Miller E. Fox 8 3 0 30 Nov 2020
Inferring respiratory and circulatory parameters from electrical impedance tomography with deep recurrent models Nils Strodthoff C. Strodthoff T. Becher N. Weiler I. Frerichs 6 8 0 19 Oct 2020