HAN-ECG: An Interpretable Atrial Fibrillation Detection Model Using Hierarchical Attention Networks

12 February 2020

Papers citing "HAN-ECG: An Interpretable Atrial Fibrillation Detection Model Using Hierarchical Attention Networks"

13 / 13 papers shown

Title
Hierarchical Attention Network for Interpretable ECG-based Heart Disease Classification Mario Padilla Rodriguez Mohamed Nafea 28 0 0 25 Mar 2025
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals Runze Yan C. Ding Ran Xiao Aleksandr Fedorov Randall J Lee Fadi B Nahab Xiao Hu 27 2 0 15 Apr 2024
Deciphering Heartbeat Signatures: A Vision Transformer Approach to Explainable Atrial Fibrillation Detection from ECG Signals Aruna Mohan Danne C. Elbers Or Zilbershot Fatemeh Afghah David Vorchheimer MedIm 18 1 0 12 Feb 2024
RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection from the Raw ECG N. Ben-Moshe K. Tsutsui Shany Biton Brimer L. Sörnmo Joachim A. Behar 35 6 0 26 Dec 2023
ECGBERT: Understanding Hidden Language of ECGs with Self-Supervised Representation Learning Seokmin Choi Sajad Mousavi Phillip Si Haben Yhdego Fatemeh Khadem Fatemeh Afghah SSL 34 3 0 10 Jun 2023
MMA-RNN: A Multi-level Multi-task Attention-based Recurrent Neural Network for Discrimination and Localization of Atrial Fibrillation Yifan Sun Jingyan Shen Yunfan Jiang Zhaohui Huang Minsheng Hao Xuegong Zhang 20 5 0 07 Feb 2023
Explainable AI for clinical and remote health applications: a survey on tabular and time series data Flavio Di Martino Franca Delmastro AI4TS 28 90 0 14 Sep 2022
IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification Likith Reddy V. Talwar S. Alle R. Bapi U. Priyakumar 16 17 0 06 Apr 2022
Automated Atrial Fibrillation Classification Based on Denoising Stacked Autoencoder and Optimized Deep Network Prateek Singh Ambalika Sharma S. Maiya 16 10 0 26 Jan 2022
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
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI Ali Raza K. Tran L. Koehl Shujun Li 24 126 0 26 May 2021
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs Harini Suresh Kathleen M. Lewis John Guttag Arvind Satyanarayan FAtt 40 25 0 17 Feb 2021
A Graph-constrained Changepoint Detection Approach for ECG Segmentation Atiyeh Fotoohinasab T. Hocking Fatemeh Afghah 14 7 0 24 Apr 2020