Cardiac

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  1. Learning Where to Look: Anatomical Grounding and Guided Attention for Cardiac MRI Vision-Language Models

    Sep 30, 2026Bangwei Guo, Xiao Chen, Boris Mailhe +8Cardiac Magnetic Resonance ImagingMedical Vision-Language Models

  2. From Image Interpretation to Clinical Reasoning: Upstream Physician-Context-Aware Multimodal Learning with Causal Reinforcement Learning

    Sep 30, 2026Jialu Pi, Yanan Ma, Weijie Chen +8Multimodal Clinical DataChest X-Ray

  3. AI-based detection of worsening heart failure from low-resolution telemonitoring data

    Sep 24, 2026Erik Aerts, Yinan Yu, Annika Rosengren +5CardiacReadmission Prediction

  4. ORION-CMR: On-scanner Reporting with Integrated Foundation Model for End-to-End Cardiac MRI Analysis and Interpretation

    Sep 20, 2026Omer Burak Demirel, Kelly K. Horst, Alessio Perazzolo +15Cardiac Magnetic Resonance ImagingCardiac

  5. Mammography Foundation Models for Opportunistic Prediction of Major Adverse Cardiovascular Events

    Sep 16, 2026Paula Feldman, Nusrat Binta Nizam, Sunwoo Kwak +3Cardiovascular Risk PredictionMammography

  6. Beyond In-Distribution Metrics: A Systematic Out-of-Distribution Evaluation of Congenital Heart Disease Segmentation

    Sep 15, 2026Aniketh Vijesh, Shrisharanyan Vasu, Abhijit Ramesh +5EchocardiographyCardiac

  7. SIFPBPNet: A Dual-Path Network for Wearable and Cuffless Blood Pressure Estimation via Individualized Steady-state Representation

    Sep 14, 2026Shuailong Tang, Xiaoyu Li, Donglin Xie +4Cuffless Blood Pressure EstimationRemote Photoplethysmography

  8. Reading the Whole Heart: Latent-Attention Masked Autoencoders for Multimodal Cardiac Representation Learning

    Sep 14, 2026Andrea Agostini, Simon Böhi, Moritz Vandenhirtz +7Electrocardiogram Foundation ModelsCardiac

  9. Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation models

    Sep 11, 2026Raad Bin Tareaf, Murad Al-Rajab, Samia Loucif +2Tabular Foundation ModelsCardiac

  10. In Medical Claims Data, Enhancing Predictive Performance for Major Adverse Cardiovascular Events Using Cross Attention

    Sep 9, 2026Yuhei Fujioka, Daitaro Misawa, Tatsuyoshi Ikenoue +1Clinical PredictionElectronic Health Records

  11. CMRVision: A Foundation Model for Cardiac MR Image Analysis

    Sep 1, 2026Athira J. Jacob, Puneet Sharma, Daniel RueckertCardiac Magnetic Resonance ImagingEchocardiography

  12. LISynSeg: Data-Centric Label-to-Image Synthesis for Cross-Modality Whole-Heart Segmentation

    Aug 31, 2026Jiacheng Wang, Ivana Isgum, Ipek OguzEchocardiographyCardiac

  13. MR-JEPA: A General Purpose Video Foundation Model for Cardiac MRI

    Aug 31, 2026Athira J. Jacob, Puneet Sharma, Dorin Comaniciu +1Cardiac Magnetic Resonance ImagingLeft-Ventricular Ejection Fraction

  14. MiBOT: A head-worn robot that modulates cardiovascular responses through human-like soft massage

    Aug 30, 2026Alice Mylaeus, Stephanie Vogt, Berken Utku Demirel +4Soft RoboticsHumanoid Robotics

  15. Intervention-Aware Clinical World Model for Post-Op Outcome Forecasting in Cardiology

    Aug 13, 2026Yunsung Chung, Yingshuo Liu, Abboud F. Hassan +4CardiacWorld Models

  16. CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation

    Aug 13, 2026Hamza Shafiq, Hung Manh Pham, Bin Zhu +3Electrocardiogram Foundation ModelsCardiac

  17. Diagnosing as Cardiologists Do: ECG Agents with Doctor-Grounded Priors for Clinical Reasoning Across Diseases and Populations

    Aug 10, 2026Hongxiang Gao, He-yang Xu, Yuwen Li +6Electrocardiogram Foundation ModelsElectrocardiography

  18. Cardiologent: Multi-Agent Clinical Decision Support for Patient-Level Arrhythmia Assessment, Urgency, and Management

    Jul 28, 2026Sukju Oh, Moo-Yong Rhee, Jae-Sik Jang +1Arrhythmia ClassificationCardiac

  19. CADENCE: A Cardiac Atom Dictionary for Interpretable Neural Concept Extraction from ECG Foundation Models

    Jul 28, 2026Yixuan Duan, Arjun Naik, Sadeer Al-Kindi +1Electrocardiogram Foundation ModelsCardiac

  20. CardioBench: A Real-World Data Benchmark for Evaluating Large Language Models in Clinically Authentic Cardiovascular Care Scenarios

    Jul 28, 2026Xiao Li, Mouxiao Bian, Zhaodi Wu +8Cardiac

  21. CARDIAG: A Dense Segment Classification Benchmark of Deep Learning Architectures for Coronary Angiography

    Jul 24, 2026Dominik Bernard Lau, Hubert Malinowski, Jerzy Szyjut +5Coronary AngiographyCardiac

  22. Development of an automated, reliable, and clinically meaningful artificial intelligence (AI) tool for diagnosing cardiac disease from conventional cardiovascular magnetic resonance (CMR) images

    Jul 22, 2026Sina Amirrajab, Volker Vehof, Michael Bietenbeck +6Cardiac Magnetic Resonance ImagingCardiac

  23. Deep Learning Estimation of Sex, Age, Height, and Weight from CT-derived Digitally Reconstructed Radiographs

    Jul 21, 2026Tomohiro Kikuchi, Kohei Yamamoto, Yukihiro Nomura +6Digitally Reconstructed RadiographsFrozen Backbone

  24. CardioMeta: Calibrated Multi-Task Prediction of Diabetes, Hypertension, and Cardiovascular Disease Across Population and EHR Data

    Jul 17, 2026S M Asif Hossain, Ruksat Khan Shayoni, M. F. Mridha +1Cardiovascular Risk PredictionCardiac

  25. GRC-ProbNet: Uncertainty-aware Feature Extraction for Cardiovascular Disease Classification

    Jul 11, 2026Yash Shah, Omar Todd, Philipp Seeböck +3EchocardiographyCardiac

  26. Artificial Intelligence Across the Cardiac Amyloidosis Diagnostic Pathway: From Single-Modality Detection to Multimodal Clinical Integration

    Jul 10, 2026Diana Shadibaeva, Rochak Dhakal, Kui Zhang +3CardiacMultimodal Clinical Data

  27. ECGLight: Compute-Light Framework For Paper ECG Digitization and Myocardial Infarction Screening

    Jul 8, 2026Shreyasvi Natraj, Cyrus Achtari, Felice Gragnano +3Adult-To-Pediatric Electrocardiogram TransferElectrocardiogram Foundation Models

  28. ImputeECG: Deep Learning Reconstruction of Complete 12-Lead Electrocardiograms from Incomplete Recordings for Cardiac Assessment

    Jul 6, 2026Xiaocheng Fang, Haoyu Wang, Jieyi Cai +14Adult-To-Pediatric Electrocardiogram TransferCardiac

  29. Do ECG Foundation Models Transfer to Rare Cardiac Diseases? Evidence from Brugada Syndrome Detection

    Jul 3, 2026Beatrice Zanchi, Giuliana Monachino, Alvise Dei Rossi +4Electrocardiogram Foundation ModelsElectrocardiography

  30. FrameONE: Hierarchical Motion Modeling for Universal Multi-View Echocardiographic Keyframe Detection

    Jul 1, 2026Rusi Chen, Yuhao Huang, Hongyuan Zhang +4EchocardiographyCardiac Motion

  31. Cross-Modal Iteration Distillation for Robust IHD Screening: The IDNet Framework and A New Benchmark

    Jun 29, 2026Yongchang Gao, Junjie Pang, Shuaiyu Yang +5Fundus ImagesCardiac

  32. CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

    Jun 26, 2026Zuoou Li, Wenlong Zhao, Kelly Yu +5PhenotypesCardiovascular Risk Prediction

  33. Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

    Jun 25, 2026Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2Cardiac Magnetic Resonance ImagingMedical Image Generation

  34. A Latent ODE Approach to Spatiotemporal Modeling of Cine Cardiac MRI

    Jun 25, 2026David Brüggemann, Ekaterina Krymova, Firat Özdemir +6Cardiac Magnetic Resonance ImagingCardiac Motion

  35. Explainable Artificial Intelligence For The Detection and Characterisation of Stage B Heart Failure

    Jun 18, 2026Ahmed M Salih, Emer Brady, Ranjit Arnold +4XaiCardiac

  36. Trusted Multi-View Deep Learning Classification of Fetal Congenital Heart Disease with Feature-level and Decision-level Fusion

    Jun 13, 2026Tan Zhou, Shifa Yao, Suncheng Xiang +2EchocardiographyCardiac

  37. Pre-AF 13: An Interpretable Atrial Fibrillation Risk Score Mined from Discharge Reports

    Jun 9, 2026Olga Shakhmatova, Dmitrii Kriukov, Daniil Larionov +10Cardiovascular Risk PredictionCardiac

  38. vesselFM-CT: Segmenting All Blood Vessels in CT Images for System-Level Cardiovascular Analysis

    Jun 8, 2026Bastian Wittmann, Chinmay Prabhakar, Suprosanna Shit +1Vessel SegmentationMulti Organ Computed Tomography Segmentation

  39. Curation of a Cardiology Interface Terminology for Highlighting Electronic Health Records using Machine Learning

    Jun 6, 2026Mahshad Koohi Habibi Dehkordi, Shuxin Zhou, Yehoshua Perl +6Electronic Health RecordsCardiac

  40. Personalized 3D Myocardial Infarct Geometry Reconstruction from Cine MRI for Cardiac Digital Twins

    Jun 1, 2026Yilin Lyu, Mark YY Chan, Ching-Hui Sia +1CardiacMagnetic Resonance Imaging

  41. HEART-Bench: Do LLM Agents Exhibit Human-like Psychology?

    May 28, 2026Weihan Peng, Chenxu Zhang, Qianao Wang +7PersonalityLarge Language Model Agents

  42. EVL-ECG: Efficient ECG Interpretation With Multi-Aspect Heterogeneous Knowledge Distillation

    May 28, 2026Dang Nguyen Hong, Nhi Ngoc-Yen Nguyen, Huy-Hieu PhamAdult-To-Pediatric Electrocardiogram TransferCardiac

  43. Motif-based morphology signatures for interpretable ECG screening and monitoring

    May 26, 2026Nivedita Bijlani, Mauricio VillarroelElectrocardiographyAdult-To-Pediatric Electrocardiogram Transfer

  44. A Signal-Language Foundation Model for Broad-Spectrum Cardiovascular Assessment from Routine Electrocardiography

    May 25, 2026Ziqing Yu, Yuhui Tao, Jiayu Huo +19Electrocardiogram Foundation ModelsAdult-To-Pediatric Electrocardiogram Transfer

  45. HeartBeatAI: An Interpretable and Robust Deep Learning Framework for Multi-Label ECG Arrhythmia Detection

    May 23, 2026Shubham Gupta, Nikhil Panwar, Partha Pratim RoyElectrocardiogram ClassificationArrhythmia Classification

  46. Associations between echocardiographic traits and AI-ECG predictions of heart failure

    May 23, 2026Elias Stenhede, Eivind Bjørkan Orstad, Torbjørn Omland +2CardiacEchocardiography

  47. EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

    May 22, 2026Filippos Bellos, Yutong Li, Jessie N Dong +6EchocardiographyCardiac

  48. Uncertainty-aware classification and triage of structural heart disease using electrocardiography and echocardiography metrics

    May 21, 2026Mitchel J. ColebankElectrocardiogram ClassificationElectrocardiography

  49. Cross-View Attention Fusion Net: A Prior-Guided Dual-View Representation Learning for Cardiac Output Estimation from Short-Term PPG Signals

    May 19, 2026Yaowen Zhang, Bo Cui, Libera Fresiello +3Remote PhotoplethysmographyCardiac

  50. HexagonalWarriorMamba: Superior Threshold-Dependent Multi-label Classification of 12-Lead ECG Cardiac Abnormalities

    May 18, 2026Huawei Jiang, Husna Mutahira, Shibo Wei +6Electrocardiogram ClassificationAdult-To-Pediatric Electrocardiogram Transfer

  51. ECG-WM: A Physiology-Informed ECG World Model for Clinical Intervention Simulation

    May 17, 2026Zhikang Chen, Yue Wang, Sen Cui +4CardiacSimulated Patients

  52. Reasoning Before Diagnosis: Physician-Inspired Structured Thinking for ECG Classification

    May 17, 2026Yang Wu, Xiaoyan Yuan, Hau-San Wong +1Electrocardiogram ClassificationCardiac

  53. Prognostic Value of Lung Ultrasound Biomarkers for Readmission Risk in Congestive Heart Failure: A Pilot Data-Driven Analysis

    May 16, 2026Jana Armouti, Laura Hutchins, Jacob Duplantis +12Cardiovascular Risk PredictionCardiac

  54. Dynamical Predictive Modelling of Cardiovascular Disease Progression Post-Myocardial Infarction via ECG-Trained Artificial Intelligence Model

    May 13, 2026Riccardo Cavarra, Lupo Lovatelli, Shaheim Ogbomo-Harmitt +4Electrocardiogram Foundation ModelsCardiac