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Cardiology

17 papers

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Papers

Beyond Machine Interpretation: Learning from Expert Over-Reads Improves ECG Diagnosis MIDL 2026
NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views MIDL 2026
CardAIc-Agents: A Multimodal Framework with Hierarchical Adaptation for Cardiac Care Support MIDL 2026
Clinical Risk-Aware Multi-Level Grading for Coronary Artery Stenosis through Curved Feature Reconstruction MIDL 2026
Non-invasive estimation of haemodynamic parameters in pulmonary hypertension — A deep learning approach integrating all B-mode cine loops in an echocardiographic exam MIDL 2026
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025
Predicting Heart Activity from Speech using Data-driven and Knowledge-based features INTERSPEECH 2024
Autonomous Myocardial Infarction Detection from Electrocardiogram with a Multi Label Classification Approach ACML 2022
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NIPS 2021
CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG AAAI 2021
12-Lead ECG Reconstruction via Koopman Operators ICML 2021
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System AAAI 2020
PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification INTERSPEECH 2018
Remote Heart Rate Measurement From Face Videos Under Realistic Situations CVPR 2014
Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch NIPS 2010
Active Learning Applied to Patient-Adaptive Heartbeat Classification NIPS 2010