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2201.04070
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Improving ECG Classification Interpretability using Saliency Maps
International Conferences on Biological Information and Biomedical Engineering (ICCBIBE), 2020
10 January 2022
Yola Jones
Fani Deligianni
Jeffrey Stephen Dalton
FAtt
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Papers citing
"Improving ECG Classification Interpretability using Saliency Maps"
10 / 10 papers shown
Explainable Deep Learning-based Classification of Wolff-Parkinson-White Electrocardiographic Signals
Alice Ragonesi
Stefania Fresca
K. Gillette
Stefan Kurath-Koller
Gernot Plank
Elena Zappon
114
0
0
08 Nov 2025
Interpretable Multimodal Zero-Shot ECG Diagnosis via Structured Clinical Knowledge Alignment
Jialu Tang
Hung Manh Pham
Ignace De Lathauwer
Henk S. Schipper
Yuan Lu
Dong Ma
Aaqib Saeed
131
0
0
24 Oct 2025
ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
N. Riek
M. Akçakaya
Z. Bouzid
Tanmay Gokhale
S. Helman
...
J. Zègre-Hemsey
C. Martin-Gill
Clifton W. Callaway
Samir Saba
Salah Al-Zaiti
298
11
0
08 May 2024
Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction
Yola Jones
Fani Deligianni
Jeffrey Stephen Dalton
P. Pellicori
John G. F. Cleland
OOD
318
0
0
30 Aug 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Munib Mesinovic
Peter Watkinson
Ting Zhu
FaML
299
9
0
16 Aug 2023
Explaining Deep Learning for ECG Analysis: Building Blocks for Auditing and Knowledge Discovery
Patrick Wagner
Temesgen Mehari
Wilhelm Haverkamp
Nils Strodthoff
340
35
0
26 May 2023
Evaluating Feature Attribution Methods for Electrocardiogram
J. Suh
Jimyeong Kim
Euna Jung
Wonjong Rhee
FAtt
270
3
0
23 Nov 2022
Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks
Jessica Y. Bo
Hen-Wei Huang
Alvin Chan
G. Traverso
MedIm
291
6
0
15 Nov 2022
Development of Interpretable Machine Learning Models to Detect Arrhythmia based on ECG Data
Shourya Verma
FAtt
305
5
0
05 May 2022
Audiovisual Saliency Prediction in Uncategorized Video Sequences based on Audio-Video Correlation
IEEE Access (IEEE Access), 2021
Maryam Qamar
A. Rahman
297
1
0
07 Jan 2021
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