Cardiology

Beyond Machine Interpretation: Learning from Expert Over-Reads Improves ECG Diagnosis 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 EchoPOSE: 6D Pose Estimation of Sparse Echocardiograms for Left-Ventricular 3D Shape Reconstruction CVPR 2026 NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views 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 Physics-Informed Neural Operators for Cardiac Electrophysiology L4DC 2026 Semi-supervised Echocardiography Video Segmentation via Anchor Semantic Awareness and Continuous Pseudo-label Reforging CVPR 2026 A Chinese Heart Failure Status Speech Database with Universal and Personalised Classification Interspeech 2025 EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025 Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025 ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning MLHC 2025 Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation MIDL 2024 Predicting Heart Activity from Speech using Data-driven and Knowledge-based features Interspeech 2024 Risk stratification through class-conditional conformal estimation: A strategy that improves the rule-out performance of MACE in the prehospital setting MLHC 2024 Shape of my heart: Cardiac models through learned signed distance functions MIDL 2024 Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical Planning of Hypertrophic Obstructive Cardiomyopathy ACML 2023 VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors NeurIPS 2023 Autonomous Myocardial Infarction Detection from Electrocardiogram with a Multi Label Classification Approach ACML 2022 12-Lead ECG Reconstruction via Koopman Operators ICML 2021 CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG AAAI 2021 CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age NeurIPS 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