Clinical Prediction

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18 papers in the last 28 days · 0.3% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Period ending 2026-09-21

7 new papers

A weekly snapshot of new work published in Clinical Prediction.

Period ending 2026-09-14

5 new papers

A weekly snapshot of new work published in Clinical Prediction.

Period ending 2026-09-07

10 new papers

A weekly snapshot of new work published in Clinical Prediction.

138 papers

Latest in Clinical Prediction

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  1. Prediction Is Not Detection: Evaluating Pre-Recognition Claims in Longitudinal Clinical AI

    Sep 22, 2026Jing Yang, Long R. Jiao, Xiujun Cai +1Clinical PredictionEarly Warning

  2. Augmented Hypothesis Testing with Persona-Based LLM Simulations

    Sep 21, 2026Ziyad Benomar, Aymen Al Marjani, Paul Missault +1Clinical Prediction

  3. Beyond Point Prediction: Artificial Representative Trees with Uncertainty

    Sep 21, 2026Lea L. Mairhöfer, Silke Szymczak, Björn-Hergen Laabs +1Predictive UncertaintyInterpretable Models

  4. Pretrained Medical Representations for the Practical Screening of Drug Repositioning Candidates

    Sep 17, 2026Yuhei Fujioka, Daitaro Misawa, Shingo FukumaClinical PredictionHypothesis Generation

  5. Machine-Learning Assessment of the Predictive Value of Inflammatory Biomarkers for Cognitive Impairment in an Older Hispanic Adult Cohort

    Sep 16, 2026Antony Garcia, Gabrielle Britton, Alcibiades Villarreal +3BiomarkerMild Cognitive Impairment

  6. Splitting the Difference: Interpretable Causal Forests for Treatment Effect Heterogeneity and Bias

    Sep 15, 2026Nicolas Alexander Ihlo, Merle BehrHeterogeneous Treatment EffectsRandom Forest

  7. Learned Look-Ahead Splitting Rule for CART

    Sep 14, 2026Andrew Gao, Tianlin Liu, Ruichen Han +1Decision TreesLookahead

  8. Rethinking Correctness for Uncertainty Estimation in Clinical Prediction with Vision-Language Models

    Sep 14, 2026Mingcheng Zhu, Jinning Liang, Tingting ZhuClinical PredictionLarge Language Model Uncertainty

  9. Explainable Prediction from Mobile Sensing Data through LLM-guided Concept Integration

    Sep 14, 2026Yuning Wang, Iman Azimi, Amir M. Rahmani +1Clinical PredictionProcess-Level Supervision

  10. Optimizing for the decision not the prediction: an exploration of Smooth Net Benefit as a training objective

    Sep 14, 2026Koen M. F. Gorgels, Lasai Barreñada, Maarten van Smeden +3Logistic RegressionClinical Prediction

  11. DR-LabStack: Design and Implementation of a Clinician-Facing Web System for Diabetic Retinopathy Prediction

    Sep 11, 2026Yingfan Xu, Tieming Liu, Ye LiangInterpretable Diabetic Retinopathy GradingClinical Prediction

  12. scDEFT: A deep learning framework for drug-effect prediction and counterfactual reasoning

    Sep 9, 2026Murthy DevarakondaSingle-Cell Perturbation PredictionDrug-Drug Interactions

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

    Sep 9, 2026Yuhei Fujioka, Daitaro Misawa, Tatsuyoshi Ikenoue +1Clinical PredictionAuc-Roc

  14. XAI-Refine: An Automated Explanation-Knowledge Loop for Brain-Age Prediction

    Sep 8, 2026Yang Qiao, Junjie Wu, Deqiang Qiu +2Brain AgeClinical Prediction

  15. Translation of Black-Box Clinical Prediction Models into Standalone Transparent Nomograms: Temporal External Validation in Heart Transplantation

    Sep 7, 2026Henry Pigot, Paulo J. G. Lisboa, Sandra Ortega-Martorell +3Clinical PredictionBlack Box

  16. MedFlow: Class-Aware Multi-Scale Generation for Medical Time-Series Synthesis

    Sep 7, 2026Yanhao Huang, Shibo Feng, Wanjin Feng +2Synthetic Time SeriesMedical Image Generation

  17. The Ceiling Is in the Channel: Auditing Learner Gaps and Measurement Frontiers in Clinical Prediction

    Sep 1, 2026Sayeed Shafayet Chowdhury, Nusrat Jahan, Snehasis Mukhopadhyay +2Clinical PredictionLearners

  18. Two tests of phase-structure features for transition prediction

    Aug 31, 2026Abraham ChachamovitsArea Under The Receiver Operating Characteristic CurveClinical Prediction

  19. Collapsibility of Performance Metrics in Clinical Predictive AI

    Aug 31, 2026João Matos, Ben Van Calster, Richard D. Riley +2Artificial Intelligence EvaluationPerformance Metric

  20. ToxLens: A Reproducible Graph-Learning Framework for Leakage-Aware, Uncertainty-Calibrated Molecular Toxicity Prediction

    Aug 31, 2026Magnus H. Strømme, Alex G. C. de Sá, David B. AscherToxicityDrug-Drug Interactions

  21. INTERVenE: Temporal-Abstraction-Interval Based Transformers for Short-Horizon Medical Event Prediction

    Aug 30, 2026Shahar Oded, Yuval ShaharClinical PredictionMimic-Iv Datasets

  22. Learning Under Treatment-Induced Label Indeterminacy with Expert Annotations of Counterfactual Outcomes: A Case Study in Neurological Prognostication

    Aug 12, 2026Xiaobin Shen, Chloe Y. H. Huang, Jonathan Elmer +1PrognosticsClinical Prediction

  23. ScreenShot: A Foundation Model for Few-Shot Combination Drug Screening

    Aug 12, 2026Antoine de Mathelin, Christopher Tosh, Wesley TanseyScreeningDrug-Drug Interactions

  24. Causal State-Space Model for Causal Inference: Estimating Longitudinal Individual Treatment Effects

    Aug 8, 2026Abisoye Abidakun, Mingjun Zhong, Georgios LeontidisCausal InferencesHeterogeneous Treatment Effects

  25. PATH: Next-Interval Prediction via Autoregressive Tree Hierarchy on Tabular Data

    Aug 8, 2026Pengxiang Cai, Wanchen Lian, Chenyang Liu +4Conformal PredictionClinical Prediction

  26. MetaboLLM: a metabolomics-specialized large language model for biochemical knowledge integration and predictive metabolite graph construction

    Aug 6, 2026Dohyun Ku, Min Gu Kwak, Francisco J. Pasquel +1MetabolicBiomedical Knowledge Graph

  27. THBKG: A Temporal Biomedical Knowledge Graph for Decision-Aligned Clinical Advancement Prediction

    Aug 6, 2026Pui Chung Siu, Claudia Cabrera, Mani Mudaliar +1Biomedical Knowledge GraphClinical Prediction

  28. CASCADE: An Agentic Regulatory Network Framework for Patient-Data-Validated Downstream Perturbation Prediction

    Aug 5, 2026Jose A. BirdCancer Genome AtlasGene-Regulatory Networks

  29. Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction

    Aug 4, 2026Xinyu Wang, Yixuan Li, Hanwei Wu +4Clinical PredictionElectronic Health Records

  30. A Comparative Study of Feature Selection Methods for EHR Diagnosis Codes in Opioid Use Disorder Prediction

    Aug 4, 2026Zihan Ding, Yinan Liu, Tengfei Ma +6Feature SelectionClinical Prediction

  31. Can Zero-Shot LLMs Predict Child Malnutrition? A Fairness and Temporal Robustness Study

    Jul 31, 2026Muhammad Ashad Kabir, Md Ahshanul HaqueZero-Shot InferenceClinical Prediction

  32. Actions Have Consequences: Detecting Outcome Performativity using Intervention Testing

    Jul 29, 2026Brandon Gower-Winter, Georg KremplOutcomeClinical Prediction

  33. Agentic AI in medicine: architectures, applications, evaluation, and challenges for clinical translation

    Jul 28, 2026Zheng Tong, Yang Liu, Wanshu Fan +6Real-World Clinical WorkflowsAgentic Systems

  34. Explainable AI for Chronic Kidney Disease Prediction Using Simulated Federated Learning

    Jul 28, 2026Md Zahid Hasan Ontor, Md Al Amin, Anik Dev Nath +1Chronic Kidney DiseaseClinical Prediction

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

    Jul 26, 2026Jie Lin, Weijie Sun, Sunil V. Kalmady +4Pediatric-Adult Electrocardiogram AlignmentClinical Prediction

  36. Dysphagia Risk Stratification in Head and Neck Cancer via Two-Stage PRO-Clinical Stacking

    Jul 24, 2026Siyuan Zhao, Eric Ababio Anyimadu, Zachary G. Brumm +5Non-Small Cell Lung CancerPrognostics

  37. Bounding the Causal Impact of ML-assisted Decision-Making via Counterfactual Correctness

    Jul 23, 2026Jonathan Zhang, Erik Skalnes, Jacob Chen +1Counterfactual ReasoningCausal Reasoning

  38. SynPre-FL: Synthetic data-driven pretraining integrated Federated Learning training framework

    Jul 21, 2026Akarsh K Nair, Muhammad Arifur Rahman, Nicholas Shopland +8Federated LearningSynthetic Data

  39. Trustworthy Protein-Ligand Binding Affinity Prediction via Reliability-Aware Multi-Engine Fusion

    Jul 20, 2026Yongchan Hong, Defu Cao, Wenjin Liu +6Structure-Based Drug DesignClinical Prediction

  40. Retrieval-Augmented Interpretable Learning: Towards Task-Specific Zero-Shot Models in Healthcare

    Jul 20, 2026Sazan Mahbub, Caleb Ellington, Zhiyuan Li +4Clinical PredictionHealthcare

  41. Interpretable Machine Learning for Air Pollution and Respiratory Health Prediction: A Socioeconomic Subgroup Analysis

    Jul 19, 2026Maede Azani Hassan Abadi, Shouyi WangAir PollutionRespiratory Sound Classification

  42. 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 +1Cardiometabolic RiskClinical Prediction

  43. TEDDY: A Pediatric Foundation Model for Risk Forewarning from ICD-Coded Diagnostic Histories

    Jul 15, 2026Matthew Brady Neeley, Jorge Botas, Johnathan Jia +5Electronic Health Record Foundation ModelsClinical Prediction

  44. From Many to Meaningful: Feature-Guided Zero-Shot Chronic Kidney Disease Screening Using Large Language Models

    Jul 14, 2026Muhammad Ashad Kabir, Sirajam MuniraChronic Kidney DiseaseClinical Prediction

  45. Auditing Construct Overlap in Explainable Machine Learning: Evidence from Burnout-Depression Prediction Across Student Cohorts

    Jul 12, 2026Alireza Dehghan, Negin AshrafiXaiMental Health

  46. Graph-Constrained Policy Learning for Extreme Clinical Code Prediction

    Jul 11, 2026Amritpal Singh, Sebastian Torres, Khawar Shakeel +1International Classification Of Disease CodesClinical Prediction

  47. Multimodal Routing for Interpretable, Robust, and Auditable Clinical Prediction

    Jul 10, 2026Nikkie Hooman, Zhongjie Wu, Eric C. Larson +1Multimodal Clinical DataClinical Prediction

  48. A Personalized Computational Framework for Assessing the Sufficiency of Partially Observed Data in Healthcare AI models

    Jul 10, 2026Qingchu Jin, Felistas Mazhude, Jamie B. Rabb +3Clinical PredictionMortality

  49. FairSelect: A Systematic Evaluation of Multi-Level and Intersectional Algorithmic Fairness

    Jul 9, 2026Nick Souligne, Isabella Mixton-Garcia, Vignesh SubbianSubgroup InformationClinical Prediction

  50. Asymmetric Focal Loss Improves Graph Neural Network Prediction of Drug-Drug Interactions

    Jul 8, 2026Faranak Hatami, Mousa MoradiDrug-Drug InteractionsFocal Loss

  51. A Quiet Failure in Calibrated Virtual Screening: Marginal Conformal Prediction Under-Covers the Minority Class, and a Class-Conditional Fix Recovers It

    Jul 7, 2026Muhammadjon Tursunbadalov, Mustafojon TursunbadalovConformal PredictionMinority

  52. Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation Representations

    Jul 6, 2026Dongmin Bang, Sugyun An, Inyoung Sung +3Spatial TranscriptomicsBiomedical Knowledge Graph

  53. Shortcut Learning in Legal Judgment Prediction: Empirical Evidence from the UK Employment Tribunal

    Jul 5, 2026Joe Watson, Joana Ribeiro de Faria, Marcus Tomalin +6Predictive LawClinical Prediction

  54. Triple-Phase Multimodal Knowledge Aggregation Framework for Microbial Keratitis Subtype Diagnosis on Slit-Lamp Photography

    Jul 4, 2026Yiqing Wang, Maria A. Woodward, Ziyun Yang +11Skin Lesion ClassificationOphthalmology

  55. CoFEND: A Cross-Modal Fusion End-to-End Network for Cold-Start Drug-Drug Interaction Prediction

    Jul 3, 2026Di Wu, Hongyi Sun, Haichao Xu +3Drug-Drug InteractionsClinical Prediction

  56. Explainable AI for Cancer Drug Response Prediction: Beyond Univariate Feature Attributions

    Jul 1, 2026Martino Ciaperoni, Margherita Lalli, Simone Piaggesi +6Cancer Genome AtlasExplainable Artificial Intelligence

  57. ClinRAG-GRAPH: Clinical-prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction

    Jul 1, 2026Yaofei Duan, Yuhao Huang, Tianyu Zhang +12Clinical PredictionAuc-Roc

  58. Structure-Regularized Interpretable TCR-Epitope Prediction

    Jun 29, 2026Jiarui Li, Zixiang Yin, Yunbei Zhang +4Epitope PredictionClinical Prediction

  59. An Integrated Machine Learning and Hierarchical Variance Decomposition Pipeline for Student Performance Prediction and Metacognitive Calibration on Multi-Signal Telemetry

    Jun 27, 2026Gurdeep Singh VirdeeReward-Prediction ErrorLogistic Regression

  60. Interpretable machine learning predicts Parkinson's disease severity using motion-corrected QSM MRI and multiband multiecho fMRI features

    Jun 26, 2026Aixa X. AndradeParkinsonBiomarker