Clinical Prediction

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Latest papers 202

30 papers in the last four weeks, up 30% on the four weeks before. 0.2% of all new papers.

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  1. Stroke outcome and evolution prediction from CT brain using a spatiotemporal diffusion autoencoder

    Feb 28, 2026Adam Marcus, Paul Bentley, Daniel RueckertClinical Outcome PredictionClinical Prediction

    Imperial College London, London, UK · Technische Universität München, München, Germany

  2. Pretty Good Measurement for Radiomics: A Quantum-Inspired Multi-Class Classifier for Lung Cancer Subtyping and Prostate Cancer Risk Stratification

    Feb 27, 2026Giuseppe Sergioli, Carlo Cuccu, Giovanni Pasini +4Multiclass ClassificationQuantum-Inspired ML

    Università degli Studi di Cagliari, Via Is Mirrionis 1, Cagliari, 09123, Italy · Institute of Bioimaging and Complex Biological Systems - National Research Council (IBSBC - CNR), Cefalù, 90015, Italy · National Laboratory of South, National Institute for Nuclear Physics(LNS-INFN), Catania, 95125, Italy

  3. MINT: Multimodal Imaging-to-Speech Knowledge Transfer for Early Alzheimer's Screening

    Feb 27, 2026Vrushank Ahire, Yogesh Kumar, Anouck Girard +1Cross-Modal Knowledge DistillationAlzheimer's Disease

    Department of Computer Science and Engineering, Indian Institute of Technology Ropar, India · Embry-Riddle Aeronautical University, Florida, USA

  4. PREBA: Surgical Duration Prediction via PCA-Weighted Retrieval-Augmented LLMs and Bayesian Averaging Aggregation

    Feb 27, 2026Wanyin Wu, Kanxue Li, Baosheng Yu +4Clinical PredictionRetrieval-Augmented Generation

    Wanyin Wu, Haoyun Zhao, and Dapeng Tao are with the School of Information Science and Engineering, Yunnan University, Kunming 650500, China. · Kanxue Li and Yibing Zhan are with the School of Computer Science, Wuhan University, Wuhan 430072, China. · Baosheng Yu is with the Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 639798. +1

  5. Sample Size Calculations for Developing Clinical Prediction Models: Overview and pmsims R package

    Feb 26, 2026Diana Shamsutdinova, Felix Zimmer, Oyebayo Ridwan Olaniran +4Clinical PredictionStatistical Power Analysis

    Department of Biostatistics and Health Informatics, King’s College London · NIHR Biomedical Research Centre, Maudsley NHS Trust

  6. Global Interpretability via Automated Preprocessing: A Framework Inspired by Psychiatric Questionnaires

    Feb 26, 2026Eric V. StroblInterpretable MLClinical Outcome Prediction

    Department of Biomedical Informatics, University of Pittsburgh.

  7. An Explainable Ensemble Framework for Alzheimer's Disease Prediction Using Structured Clinical and Cognitive Data

    Feb 26, 2026Nishan MitraAlzheimer's Disease ClassificationClinical Prediction

    Computer Science & Engineering (AI&ML), Institute of Engineering & Management, Kolkata, India

  8. Predicting Multi-Drug Resistance in Bacterial Isolates Through Performance Comparison and LIME-based Interpretation of Classification Models

    Feb 25, 2026Santanam Wishal, Riad SaharaClinical Prediction

    Universitas Siber Asia

  9. Early Risk Stratification of Dosing Errors in Clinical Trials Using Machine Learning

    Feb 25, 2026Félicien Hêche, Sohrab Ferdowsi, Anthony Yazdani +2Clinical Risk PredictionClinical Prediction

    Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland · Actelion Pharmaceuticals Ltd, Basel, Switzerland

  10. PaReGTA: A Temporally Aware LLM-Based Patient Representation Framework for EHR Analytics

    Feb 23, 2026Kihyuk Yoon, Lingchao Mao, Catherine Chong +3Longitudinal EHR ModelingRepresentation Learning

    Georgia Institute of Technology · Meta · Mayo Clinic

  11. Human-Guided Agentic AI for Multimodal Clinical Prediction: Lessons from the AgentDS Healthcare Benchmark

    Feb 23, 2026Lalitha Pranathi Pulavarthy, Raajitha Muthyala, Aravind V Kuruvikkattil +3Human-AI CollaborationClinical Prediction

    Dept. Biomedical Eng. & Informatics, Indiana University Indianapolis, Indianapolis, USA

  12. Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification

    Feb 23, 2026Arjun Chatterjee, Sayeed Sajjad Razin, John Wu +3Conformal PredictionClinical Prediction

    University of Illinois Urbana-Champaign, Urbana, IL 61801, USA · PyHealth · Bangladesh University of Engineering and Technology

  13. Position: Evaluation of ECG Representations Must Be Fixed

    Feb 19, 2026Zachary Berger, Daniel Prakah-Asante, John Guttag +1Representation LearningElectrocardiogram Classification

    Massachusetts Institute of Technology, Cambridge, MA, USA · Massachusetts General Hospital, Boston, MA, USA

  14. MedFeat: Model-Aware and Explainability-Driven Feature Engineering with LLMs for Tabular Prediction

    Feb 10, 2026Zizheng Zhang, Yiming Li, Justin Xu +6Interpretable MLClinical Prediction

    Microsoft Research · University of Oxford

  15. ECGFlowCMR: Pretraining with ECG-Generated Cine CMR Helps Cardiac Disease Classification and Phenotype Prediction

    Jan 28, 2026Xiaocheng Fang, Zhengyao Ding, Guangkun Nie +9Synthetic Data PretrainingMedical Diagnosis

    State Key Laboratory of General Artificial Intelligence, Peking University · School of Intelligence Science and Technology, Peking University, Beijing, China · Polytechnic Institute of Zhejiang University, Zhejiang University, Hangzhou, China +4

  16. ROOFS: RObust biOmarker Feature Selection

    Jan 8, 2026Anastasiia Bakhmach, Paul Dufossé, Simon Charpigny +4Scientific DiscoveryClinical Prediction

    1*COMPO Team (COMPutational Pharmacology and clinical Oncology), Inria Sophia Antipolis – Méditerranée, Inserm U1068, CNRS UMR7258, Institut Paoli-Calmettes, Aix-Marseille University, Marseille, France. · 2Veracyte SAS, Marseille, France. · 3Assistance Publique-Hôpitaux de Marseille (APHM), Marseille, France. +1

  17. Improving Forecasts of Suicide Attempts for Patients with Little Data

    Nov 22, 2025Genesis Hang, Annie Chen, Hope Neveux +2Latent Variable ModelsGaussian Processes

    Wellesley College · Harvard University

  18. General Demographic Pre-trained Models for Enhancing Predictive Performance Across Diseases and Population

    Sep 9, 2025Li-Chin Chen, Ji-Tian Sheu, Yuh-Jue ChuangHealthcareRepresentation Learning

    Data Analytics and Digital Transformation Research Center National Taiwan University Taipei, Taiwan · Department of Health Care Management Chang Gung University Taoyuan, Taiwan

  19. Glucose-ML: A collection of longitudinal diabetes datasets for development of robust AI solutions

    Jul 18, 2025Temiloluwa Prioleau, Baiying Lu, Yanjun CuiForecasting BenchmarksBlood Glucose Forecasting

    Department of Computer Science Emory University Atlanta, GA 30322 · Department of Computer Science Dartmouth College Hanover, NH 03755

  20. Discovering Hierarchy-Grounded Domains with Adaptive Granularity for Clinical Domain Generalization

    Jun 8, 2025Pengfei Hu, Xiaoxue Han, Fei Wang +1HealthcareDomain Generalization

    School of Computing Stevens Institute of Technology Hoboken, New Jersey, United States · Weill Cornell Medicine Cornell University New York, New York, United States

  21. Hierarchical Sparse Bayesian Multitask Learning for Disease Prediction in Pooled Microbiome Studies

    Feb 4, 2025Haonan Zhu, Andre R. Goncalves, Camilo Valdes +10Clinical Outcome PredictionMulti-Task Learning

    Lawrence Livermore National Laboratory · Electrical and Computer Engineering, University of Michigan

  22. Unveiling the Unborn: Advancing Fetal Health Classification through Machine Learning

    Sep 30, 2023Sujith K MandalaMedical DiagnosisClinical Prediction