MINA: Multilevel Knowledge-Guided Attention for Modeling
Electrocardiography Signals

MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals

27 May 2019

Jimeng Sun

Papers citing "MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals"

19 / 19 papers shown

Title
Hierarchical Attention Network for Interpretable ECG-based Heart Disease Classification Mario Padilla Rodriguez Mohamed Nafea 28 0 0 25 Mar 2025
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model Jiarui Jin Haoyu Wang Hongyan Li Jun Yu Li Jiahui Pan Shenda Hong 41 5 0 15 Feb 2025
MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network Yinlong Xu Xiaoqiang Liu Zitai Kong YiXuan Wu Yue Wang Yingzhou Lu Hong-Yan Gao Jian Wu Hongxia Xu Mamba 40 6 0 30 Jul 2024
Physics Inspired Hybrid Attention for SAR Target Recognition Zhongling Huang Chong Wu Xiwen Yao Zhicheng Zhao Xiankai Huang Junwei Han 39 21 0 27 Sep 2023
PPG-to-ECG Signal Translation for Continuous Atrial Fibrillation Detection via Attention-based Deep State-Space Modeling Khuong Vo Mostafa El-Khamy Yoojin Choi 26 2 0 27 Sep 2023
MVKT-ECG: Efficient Single-lead ECG Classification on Multi-Label Arrhythmia by Multi-View Knowledge Transferring Yuzhen Qin Li Sun Hui Chen Wei-Qiang Zhang Wenming Yang Jintao Fei Guijin Wang 26 14 0 28 Jan 2023
IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification Likith Reddy V. Talwar S. Alle R. Bapi U. Priyakumar 24 17 0 06 Apr 2022
MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs Wenrui Zhang Shijia Geng Zhaoji Fu Linlin Zheng Chenyang Jiang linda Qiao 11 4 0 25 Feb 2022
Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks Zhen Lin Shubhendu Trivedi Jimeng Sun 35 5 0 15 Feb 2022
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 51 51 0 18 Sep 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification Chao-Han Huck Yang Yun-Yun Tsai Pin-Yu Chen AI4TS 29 122 0 17 Jun 2021
SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models Zhen Lin Cao Xiao Lucas Glass M. P. M. Brandon Westover Jimeng Sun BDL 29 11 0 05 Mar 2021
PyHealth: A Python Library for Health Predictive Models Yue Zhao Zhi Qiao Cao Xiao Lucas Glass Jimeng Sun LM&MA VLM OOD AI4TS AI4MH 26 22 0 11 Jan 2021
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification Yadong Zhang Xin Chen AI4TS 18 0 0 09 Dec 2020
TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings Taeheon Lee Jeonghwan Hwang Honggu Lee 35 7 0 10 Sep 2020
CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram linda Qiao Zhaoji Fu Rongbo Zhou Jie Yu Yongkui Li Kai Wang Guanlin Cheng 16 21 0 04 Jul 2020
Artificial Intelligence for Social Good: A Survey Zheyuan Ryan Shi Claire Wang Fei Fang AI4TS 32 81 0 07 Jan 2020
Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review linda Qiao Yuxi Zhou Junyuan Shang Cao Xiao Jimeng Sun 33 123 0 28 Dec 2019
CORE: Automatic Molecule Optimization Using Copy & Refine Strategy Tianfan Fu Cao Xiao Jimeng Sun 31 63 0 23 Nov 2019