Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1805.00794
Cited By
v1
v2 (latest)
ECG Heartbeat Classification: A Deep Transferable Representation
19 April 2018
Mohammad Kachuee
Shayan Fazeli
Majid Sarrafzadeh
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"ECG Heartbeat Classification: A Deep Transferable Representation"
48 / 48 papers shown
Title
Uncertainty-Aware Multi-view Arrhythmia Classification from ECG
Mohd Ashhad
Sana Rahmani
Mohammed Fayiz
Ali Etemad
J. Hashemi
22
1
0
01 Jun 2025
The Maximal Overlap Discrete Wavelet Scattering Transform and Its Application in Classification Tasks
Leonardo Fonseca Larrubia
Pedro Alberto Morettin
Chang Chiann
29
0
0
23 May 2025
P2W: From Power Traces to Weights Matrix -- An Unconventional Transfer Learning Approach
Roozbeh Siyadatzadeh
Fatemeh Mehrafrooz
Nele Mentens
Todor Stefanov
77
0
0
24 Feb 2025
MedFuncta: Modality-Agnostic Representations Based on Efficient Neural Fields
Paul Friedrich
Florentin Bieder
P. Cattin
MedIm
167
0
0
20 Feb 2025
TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification
Nelly Elsayed
Constantinos L. Zekios
Navid Asadizanjani
Zag ElSayed
42
0
0
13 Jan 2024
BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis
Xiaomin Li
Mykhailo Sakevych
G. Atkinson
V. Metsis
MedIm
73
9
0
12 Jan 2024
EKGNet: A 10.96μW Fully Analog Neural Network for Intra-Patient Arrhythmia Classification
B. Haghi
Lin Ma
Sahin Lale
A. Anandkumar
Azita Emami
32
0
0
24 Oct 2023
PulseNet: Deep Learning ECG-signal classification using random augmentation policy and continous wavelet transform for canines
Andre Dourson
R. Santilli
F. Marchesotti
Jennifer Schneiderman
Oliver Roman Stiel
...
Michael Fitzke
Norbert Sithirangathan
Emil Walleser
Xiaoli Qiao
Mark Parkinson
68
1
0
17 May 2023
Information Theory Inspired Pattern Analysis for Time-series Data
Yushan Huang
Yuchen Zhao
Alexander Capstick
Francesca Palermo
Hamed Haddadi
Payam Barnaghi
AI4TS
54
1
0
22 Feb 2023
Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals
Ruiqing Ding
Fang-Ning Rong
Xiao Han
Leye Wang
58
5
0
11 Feb 2023
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral Enhancement
Che Liu
Sibo Cheng
Weiping Ding
Rossella Arcucci
68
11
0
10 Jan 2023
Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling
Yifei Zhang
Nengneng Gao
Cunqing Ma
69
6
0
07 Dec 2022
Data-Adaptive Discriminative Feature Localization with Statistically Guaranteed Interpretation
Ben Dai
Xiaotong Shen
Lingzhi Chen
Chunlin Li
Wei Pan
FAtt
63
2
0
18 Nov 2022
Survey of Machine Learning Techniques To Predict Heartbeat Arrhythmias
S. Armstrong
22
1
0
22 Aug 2022
ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases
Jintai Chen
Kuan-Yu Liao
Kun Wei
Haochao Ying
Benlin Liu
Jian Wu
MedIm
48
19
0
21 Jul 2022
Semi-unsupervised Learning for Time Series Classification
Padraig Davidson
M. Steininger
A. Huhn
Anna Krause
Andreas Hotho
65
1
0
07 Jul 2022
ECG Heartbeat classification using deep transfer learning with Convolutional Neural Network and STFT technique
Min Cao
Tianqi Zhao
Yanxun Li
Wenhao Zhang
P. Benharash
Ramin Ramezani
72
28
0
28 Jun 2022
ECG beat classification using machine learning and pre-trained convolutional neural networks
N. Gai
32
5
0
14 Jun 2022
Analysis of Augmentations for Contrastive ECG Representation Learning
S. Soltanieh
Ali Etemad
J. Hashemi
SSL
57
19
0
30 May 2022
Real-time privacy preserving disease diagnosis using ECG signal
G. Miao
A. Ding
Samuel S. Wu
51
2
0
08 Feb 2022
SIM-ECG: A Signal Importance Mask-driven ECGClassification System
K. Dharma
Chicheng Zhang
C. Gniady
P. Agarwal
Sushil Sharma
43
0
0
28 Oct 2021
A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification
Linhai Ma
Liang Liang
99
21
0
19 Oct 2021
Snippet Policy Network for Multi-class Varied-length ECG Early Classification
Yu Huang
Gary G. Yen
V. Tseng
64
13
0
28 Jul 2021
ECG Heartbeat Classification Using Multimodal Fusion
Zeeshan Ahmad
Anika Tabassum
L. Guan
N. Khan
60
84
0
21 Jul 2021
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
72
27
0
16 Jul 2021
HALF: Holistic Auto Machine Learning for FPGAs
Jonas Ney
D. Loroch
Vladimir Rybalkin
Nicolas Weber
Jens Krüger
Norbert Wehn
35
11
0
28 Jun 2021
Universal Consistency of Deep Convolutional Neural Networks
Shao-Bo Lin
Kaidong Wang
Yao Wang
Ding-Xuan Zhou
72
23
0
23 Jun 2021
ECG Heart-beat Classification Using Multimodal Image Fusion
Zeeshan Ahmad
Anika Tabassum
N. Khan
L. Guan
56
24
0
28 May 2021
Neko: a Library for Exploring Neuromorphic Learning Rules
Zixuan Zhao
Nathan Wycoff
N. Getty
Rick L. Stevens
Fangfang Xia
36
3
0
01 May 2021
Convolutional Dynamic Alignment Networks for Interpretable Classifications
Christian Stewart
Mario Fritz
Bernt Schiele
31
57
0
31 Mar 2021
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs
Harini Suresh
Kathleen M. Lewis
John Guttag
Arvind Satyanarayan
FAtt
93
26
0
17 Feb 2021
Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels
Jintai Chen
Hongyun Yu
Ruiwei Feng
Benlin Liu
Jian Wu
48
13
0
09 Feb 2021
Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG
Dacheng Chen
Dan Li
Xiuqin Xu
Ruizhi Yang
See-Kiong Ng
26
4
0
19 Jan 2021
Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs
Cheng Wang
Carolin (Haas) Lawrence
Mathias Niepert
UQCV
58
10
0
24 Nov 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification
Tomer Golany
Daniel Freedman
Kira Radinsky
GAN
57
71
0
27 Jun 2020
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks
Linhai Ma
Liang Liang
AAML
143
19
0
19 May 2020
HAN-ECG: An Interpretable Atrial Fibrillation Detection Model Using Hierarchical Attention Networks
Sajad Mousavi
Fatemeh Afghah
U. Rajendra
55
97
0
12 Feb 2020
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms
Arjun Gupta
Eliu A. Huerta
Zhizhen Zhao
I. Moussa
59
27
0
16 Dec 2019
AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application
Attayeb Mohsen
M. Al-Mahdawi
M. Fouda
M. Oogane
Y. Ando
Z. Fadlullah
36
13
0
08 Nov 2019
Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery
Shawn Tan
Guillaume Androz
A. Chamseddine
P. Fecteau
Aaron Courville
Yoshua Bengio
Joseph Paul Cohen
54
29
0
21 Oct 2019
Unsupervised Representation for EHR Signals and Codes as Patient Status Vector
Sajad Darabi
Mohammad Kachuee
Majid Sarrafzadeh
52
4
0
04 Oct 2019
Synthesis of Realistic ECG using Generative Adversarial Networks
Anne Marie Delaney
Eoin Brophy
T. Ward
71
82
0
19 Sep 2019
Interpretable and Steerable Sequence Learning via Prototypes
Yao Ming
Panpan Xu
Huamin Qu
Liu Ren
AI4TS
66
141
0
23 Jul 2019
Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks
Meryll Dindin
Yuhei Umeda
Frédéric Chazal
34
47
0
13 Jun 2019
An Effective Multi-Resolution Hierarchical Granular Representation based Classifier using General Fuzzy Min-Max Neural Network
Thanh Tung Khuat
Fang Chen
Bogdan Gabrys
63
16
0
29 May 2019
Ultra Low-Power and Real-time ECG Classification Based on STDP and R-STDP Neural Networks for Wearable Devices
Alireza Amirshahi
Matin Hashemi
75
86
0
08 May 2019
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices
Saeed Saadatnejad
M. Oveisi
Matin Hashemi
45
302
0
12 Dec 2018
Detecting and interpreting myocardial infarction using fully convolutional neural networks
Nils Strodthoff
C. Strodthoff
100
154
0
18 Jun 2018
1