Clinical Risk Prediction

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21 papers in the last four weeks, up 600% on the four weeks before. 0.2% of all new papers.

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  1. Dialysis Risk Prediction and Treatment Effect Estimation for AKI patients using Longitudinal Electronic Health Records

    Apr 27, 2026Kalyani P. Pande, Evan Yang, Bryan Zhu +3Causal Effect EstimationHealthcare

    Stony Brook University, Stony Brook, NY, USA

  2. EndoGov: A knowledge-governed multi-agent expert system for endometrial cancer risk stratification

    Apr 26, 2026Weiye Dai, Liyun Shi, Zanxiang He +4Clinical Decision SupportMulti-Agent Systems

    aShenzhen Technology University, Shenzhen, China · bShenzhen People’s Hospital, Shenzhen, China · dShenzhen University, Shenzhen, China +1

  3. Impact of Age Specialized Models for Hypoglycemia Classification

    Apr 26, 2026Beyza Cinar, Maria MaleshkovaType 1 DiabetesTime Series Classification

    Data Engineering · Helmut Schmidt University · Germany

  4. Reliable Self-Harm Risk Screening via Adaptive Multi-Agent LLM Systems

    Apr 24, 2026Meghana Karnam, Ananya JoshiAI Agent ReliabilityMulti-Agent LLM Systems

    Johns Hopkins University Baltimore, USA

  5. Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores

    Apr 23, 2026Shevya Panda, Shinjini Bose, Ananya JoshiPrompt SensitivityLLM Auditing

    Johns Hopkins University Baltimore, USA

  6. Causal-Transformer with Adaptive Mutation-Locking for Early Prediction of Acute Kidney Injury

    Apr 22, 2026Weizhi Nie, Haolin ChenCausal InterpretabilityLongitudinal EHR Modeling

    School of Electrical and Information Engineering, Tianjin University

  7. Clinically Interpretable Sepsis Early Warning via LLM-Guided Simulation of Temporal Physiological Dynamics

    Apr 22, 2026Weizhi Nie, Zhen Qu, Weijie Wang +4Interpretable MLLLM-Based Time Series Forecasting

    School of Electrical and Information Engineering, Tianjin University, Tianjin, 300072, Tianjin, China · Department of Information Engineering and Computer Science, University of Trento, Trento, Trentino, Italy · Department of Orthopedics, Affiliated Kunshan Hospital of Jiangsu University, Kunshan, Jiangsu, China +3

  8. Validating a Deep Learning Algorithm to Identify Patients with Glaucoma using Systemic Electronic Health Records

    Apr 22, 2026John Xiang, Rohith Ravindranath, Sophia Y. WangClinical Risk Prediction

    Department of Ophthalmology, Byers Eye Institute, Stanford University, Stanford, California, USA

  9. 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

  10. REVEAL: Multimodal Vision-Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction

    Apr 20, 2026Seowung Leem, Lin Gu, Chenyu You +2Alzheimer's DiseaseMedical Imaging

    J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, United2026 States · Research Institute of Electrical Communication, Tohoku University, Japan · Department of Applied Mathematics & Statistics, Stony Brook University, United StatesApr +1

  11. OC-Distill: Ontology-aware Contrastive Learning with Cross-Modal Distillation for ICU Risk Prediction

    Apr 18, 2026Zhongyuan Liang, Junhyung Jo, Hyang-Jung Lee +2Contrastive LearningCross-Modal Knowledge Distillation

    Computational Precision Health UC Berkeley, UCSF · Samsung Advanced Institute of Technology (SAIT) · Computational Precision Health UC Berkeley, UCSF[cs.LG]

  12. Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models

    Apr 16, 2026Sicong Chang, Yidan Shen, Justina Varghese +7Medical DiagnosisClinical Prediction

    Electrical and Computer Engineering University of Houston Houston, USA · Otolaryngology Houston Methodist Hospital Houston, USA · Information Science Technology, University of Houston & Otolaryngology, Houston Methodist Hospital Houston, USA

  13. CURA: Clinical Uncertainty Risk Alignment for Language Model-Based Risk Prediction

    Apr 16, 2026Sizhe Wang, Ziqi Xu, Claire Najjuuko +2Language Model CalibrationLLM Uncertainty Estimation

    Washington University in St. Louis

  14. Predicting Post-Traumatic Epilepsy from Clinical Records using Large Language Model Embeddings

    Apr 16, 2026Wenhui Cui, Nicholas Swingle, Anand A. Joshi +2Clinical Outcome PredictionClinical Risk Prediction

    Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, CA, USA · Epilepsy Center, Cleveland Clinic Neurological Institute, OH, USA

  15. CSRA: Controlled Spectral Residual Augmentation for Robust Sepsis Prediction

    Apr 16, 2026Honglin Guo, Rihao Chang, He Jiao +3Clinical PredictionTime Series Data Augmentation

    Tianjin University, Tianjin 300072, China · Department of Emergency Medicine, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China · Tianjin Medical University General Hospital, Tianjin 300052, China

  16. A Clinical Point Cloud Paradigm for In-Hospital Mortality Prediction from Multi-Level Incomplete Multimodal EHRs

    Apr 6, 2026Bohao Li, Tao Zou, Junchen Ye +2Electronic Health RecordsClinical Risk Prediction

    Beihang University, Beijing, China · The Hong Kong Polytechnic University, Hong Kong, China

  17. CARE: Privacy-Compliant Agentic Reasoning with Evidence Discordance

    Apr 1, 2026Haochen Liu, Weien Li, Rui Song +6Privacy-Preserving Language ModelsHealthcare

    University of Cambridge · McGill University · MBZUAI - Mohamed bin Zayed University of Artificial Intelligence +2

  18. 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

  19. Data-Driven Priors for Uncertainty-Aware Risk Prediction of Clinical Deterioration using Multimodal Data

    Mar 9, 2026L. Julián Lechuga López, Tim G. J. Rudner, Farah E. ShamoutBayesian Neural NetworksUncertainty Quantification

    Tandon School of Engineering, New York University · New York University Abu Dhabi · University of Toronto

  20. AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation

    Feb 4, 2026Kate H. Bentley, Luca Belli, Adam M. Chekroud +7Language Model Safety EvaluationHuman-AI Agreement

    Spring Health · UC Berkeley · Yale University

  21. 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

  22. Neural Stochastic Differential Equations on Compact State Spaces: Theory, Methods, and Application to Suicide Risk Modeling

    Aug 23, 2025Malinda Lu, Yue-Jane Liu, Matthew K. Nock +1Stochastic Differential EquationsLatent Dynamics Modeling

    Wellesley College · Harvard University

  23. GlaBoost: A Multimodal Structured Framework for Glaucoma Risk Stratification

    Aug 3, 2025Cheng Huang, Zeyu Han, Weizheng Xie +4Multimodal FusionClinical Risk Prediction

    Department of Computer Science, Southern Methodist University, Dallas, TX 75205, USA · Department of Ophthalmology, UT Southwestern Medical Center, Dallas, TX 75390, USA · High Performance Computing Program, National Aeronautics and Space Administration, Washington, DC 20546, USA

  24. Stroke Prediction using Clinical and Social Features in Machine Learning

    Dec 27, 2024Aidan ChadhaMultilayer PerceptronsLogistic Regression

    Virginia Tech Blacksburg, VA

  25. Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure

    Mar 18, 2024Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed +4HealthcareOncology

    Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, USA · Division of Cardiovascular Medicine, Department of Medicine, College of Medicine, University of Florida, Gainesville, FL, USA · Division of Hematology & Oncology, Department of Medicine, College of Medicine, University of Florida, Gainesville, FL, USA

  26. Subtyping patients with chronic disease using longitudinal BMI patterns

    Nov 9, 2021Md Mozaharul Mottalib, Jessica C Jones-Smith, Bethany Sheridan +1Clinical Risk Prediction

  27. In-Hospital Stroke Risk-State Classification from PPG-Derived Hemodynamic Features

    Date pendingJiaming Liu, Cheng Ding, Jian Wu +2PhotoplethysmographyClinical Risk Prediction

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, China · State Key Laboratory of Transvascular Implantation Devices and TIDRI, Hangzhou 310009, China · Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, Hangzhou 310058, China +1

  28. Expert-Level Crisis Detection in Mental Health Conversations

    Date pendingGrace Byun, Abigail Lott, Rebecca Lipschutz +3Mental HealthSuicide Risk Modeling

    Department of Computer Science, Emory University · Department of Psychiatry and Behavioral Sciences, Emory University