Cardiovascular Risk Prediction

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19 papers0 papers in the last four weeks, down 100% on the four weeks before. 0.0% of all new papers.

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

    Sep 16, 2026Paula Feldman, Nusrat Binta Nizam, Sunwoo Kwak +3Medical Imaging Foundation ModelsClinical Outcome Prediction

    Department of Radiology, Weill Cornell Medicine, New York, NY, USA · Cornell Tech, New York, NY, USA · Cornell University, New York, NY, USA

  2. A Hybrid Predictive Ensemble of Machine Learning and Deep Neural Networks for Early Cardiovascular Disease Risk Assessment

    Sep 4, 2026Balaji VenkateswaranCardiovascular Risk PredictionClinical Risk Prediction

    Independent Researcher, Chennai, India

  3. CARDINAL Predicts Cardiovascular Risk From Non-contrast Cardiac CT

    Aug 27, 2026Roy Gabriel, Nattakorn Kittisut, Jamshid Hassanpour +6Cardiovascular Risk PredictionClinical Outcome Prediction

    Georgia Institute of Technology, Atlanta, Georgia, USA · Emory University Hospital, Atlanta, Georgia, USA

  4. Harmonized Interpretable ECG Waveform Features for Robust Cross-Dataset Clinical Prediction

    Jul 26, 2026Jie Lin, Weijie Sun, Sunil V. Kalmady +4ElectrocardiographyClinical Outcome Prediction

    Department of Information Management, National Taiwan University, Taiwan · Department of Computing Science, University of Alberta, Canada · Canadian VIGOUR Center, University of Alberta, Canada +2

  5. 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 +1Multi-Task LearningModel Calibration

    School of Computing, Wichita State University, Kansas, USA · Department of Computer Science and Engineering, American International University-Bangladesh, Bangladesh · School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan

  6. Federated Deep Learning for Privacy-Preserving Cardiovascular Disease Risk Prediction

    Jul 9, 2026Hyunho Mo, Djura Smits, Mahlet A. Birhanu +4Privacy-Preserving MLCardiovascular Risk Prediction

    Department of Radiology & Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, The Netherlands · 2Netherlands eScience Center, Matrix THREE, Science Park 402, Amsterdam, 1098 XH, The Netherlands · Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, The Netherlands +2

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

    Jun 25, 2026David Brüggemann, Ekaterina Krymova, Firat Özdemir +6Latent Dynamics ModelingMedical Image Analysis

    Swiss Data Science Center, EPFL and ETH Zürich, Switzerland · Diagnostic and Interventional Radiology, University Hospital Zürich, Switzerland · Institute for Biomedical Engineering, University and ETH Zürich, Switzerland +2

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

    Jun 9, 2026Olga Shakhmatova, Dmitrii Kriukov, Daniil Larionov +10Clinical Risk PredictionCardiovascular Risk Prediction

    National Medical Research Center of Cardiology named after Academician E.I. Chazov, Moscow, Russia · Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia · Artificial Intelligence Research Institute (AIRI), Moscow, Russia +8

  9. Quantitative coronary calcification analysis for prediction of myocardial ischemia using non-contrast CT calcium scoring

    May 20, 2026Juhwan Lee, Sadeer Al-Kindi, Ammar Hoori +6Clinical Outcome PredictionRadiomics

    Department of Biomedical Engineering, Virginia Commonwealth University, Richmond, VA, 23284, USA · Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA · DeBakey Heart and Vascular Institute, Houston Methodist Hospital, Houston, TX, 77030 +2

  10. A CUBS-Compatible Ultrasound Morphology and Uncertainty-Aware Baseline for Carotid Intima-Media Segmentation and Preliminary Risk Prediction

    May 14, 2026Aueaphum AueawatthanaphisutUltrasound Image SegmentationClinical Risk Prediction

    School of Information, Computer, and Communication Technology Sirindhorn International Institute of Technology, Thammasat University Pathum Thani, Thailand

  11. Privacy-Preserving Federated Learning via Differential Privacy and Homomorphic Encryption for Cardiovascular Disease Risk Modeling

    Apr 30, 2026Gaurang Sharma, Juha Pajula, Aada Illikainen +4Homomorphic EncryptionPrivacy-Preserving ML

    VTT Technical Research Centre of Finland Ltd, 33720, Tampere, Finland · VTT Technical Research Centre of Finland Ltd, 02150, Espoo, Finland · Solita Oy, 00100 Helsinki, Finland +1

  12. LLMs for Cardiovascular Risk Prediction from Structured Clinical Data

    Apr 21, 2026Jeba Maliha, Md Rafiul KabirMedical LLMsClinical Risk Prediction

    Central Michigan University, Mount Pleasant, MI, USA

  13. Improving Risk Stratification in Hypertrophic Cardiomyopathy: A Novel Score Combining Echocardiography, Clinical, and Medication Data

    Mar 27, 2026Marion Taconné, Valentina D. A. Corino, Annamaria Del Franco +6Clinical Outcome PredictionCardiovascular Risk Prediction

    Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, 20133 Milano, Italy · CardioTech Lab, IRCCS Centro Cardiologico Monzino, 20138 Milano, Italy · Cardiomyopathy Unit, Careggi University Hospital, 50134 Florence, Italy +2

  14. CORA: Generalizable coronary artery disease assessment and risk stratification from coronary CT angiography using pathology-centric representation learning

    Mar 25, 2026Jinkui Hao, Gorkem Durak, Halil Ertugrul Aktas +4Synthetic Data PretrainingCoronary Angiography

    Department of Radiology, Northwestern University, Chicago, IL, USA · Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA · Department of Cardiology, Northwestern University, Chicago, IL, USA +1

  15. Automatic Cardiac Risk Management Classification using large-context Electronic Patients Health Records

    Mar 10, 2026Jacopo Vitale, David Della Morte, Luca Bacco +5Clinical Risk PredictionCardiovascular Risk Prediction

    Research Unit of Intelligent Health Technologies, Universit`a Campus Bio-Medico di Roma, Rome, Italy. · Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht, The Netherlands.

  16. A Robust Framework for Secure Cardiovascular Risk Prediction: An Architectural Case Study of Differentially Private Federated Learning

    Feb 28, 2026Rodrigo Tertulino, Laércio AlencarCardiovascular Risk PredictionDifferentially Private Federated Learning

    Federal Institute of Education, Science, and Technology of Rio Grande do Norte (IFRN), Natal 3030-290, RN, Brazil

  17. Enhancing Framingham Cardiovascular Risk Score Transparency through Logic-Based XAI

    Feb 25, 2026Emannuel L. de A. Bezerra, Luiz H. T. Viana, Vinícius P. Chagas +3Explainable Artificial IntelligenceClinical Decision Support

    Instituto Federal do Ceará (IFCE), Maracanaú, Ceará Brazil

  18. Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion

    Feb 25, 2026Md. Tahsin Amin, Tanim Ahmmod, Zannatul Ferdus +5Cardiovascular Risk PredictionClinical Risk Prediction

    Faculty of Computer Science & Engineering, Patuakhali Science & Technology University, Bangladesh · Dept. of Electrical & Electronic Engineering, Rajshahi University of Engineering & Technology, Bangladesh · Dept. of Industrial & Production Engineering, Ahsanullah University of Science & Technology, Bangladesh +3

  19. The Sound of Death: Deep Learning Reveals Vascular Damage from Carotid Ultrasound

    Feb 19, 2026Christoph Balada, Aida Romano-Martinez, Payal Varshney +10Cardiovascular Risk PredictionClinical Risk Prediction

    German Research Center for Artificial Intelligence (DFKI), 67663 Kaiserslautern, Germany · RPTU University Kaiserslautern-Landau, 67663 Kaiserslautern, Germany · University Medical Center of the Johannes Gutenberg-University Mainz, Germany +1