Electronic Health Records

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Period ending 2026-09-21

35 new papers

A weekly snapshot of new work published in Electronic Health Records.

Period ending 2026-09-14

29 new papers

A weekly snapshot of new work published in Electronic Health Records.

Period ending 2026-09-07

52 new papers

A weekly snapshot of new work published in Electronic Health Records.

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744 papers

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  1. Physical activities enable scalable foundation modelling for broad-spectrum health prediction

    Jul 8, 2026Zhenghuang Wu, Yuyao Zhu, Songlin XuPhysical ActivitiesElectronic Health Record Foundation Models

  2. A Multi-Analyst LLM Pipeline for Auditable Rule Discovery Across 68 Public Physiological Corpora

    Jul 7, 2026Dovy PaukstysPhysiological DataClinical

  3. Healthier LLMs: Retrieval-Augmented Generation for Public Health Question Answering

    Jul 7, 2026Felix Feldman, Joshua Harris, Timothy Laurence +7HealthcareMultiple-Choice Questions

  4. X-FEMR: A Token-level Explainable Approach for Electronic Health Records Foundation Models using Transformer-based Models

    Jul 7, 2026Jie Huang, Pengfei Yin, Zihan Xu +3Electronic Health Record Foundation ModelsExplainability

  5. Measuring the practice of shared-decision making (OPTION12): An Investigation into Open-sourced Smaller LLMs (OS-sLLMs) for Better Privacy and Sustainability

    Jul 7, 2026Tamara Wit, Lifeng Han, Carly Heipon +3Large Language Model Decision-MakingClinical Decision Support

  6. REAN: Reconstruction-aware ECG Anonymization Based on Privacy--Utility Orthogonality

    Jul 7, 2026Taerin Ki, Sunghwan Park, Junyoung Park +1Privacy-Utility Trade-OffsElectronic Health Records

  7. Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context

    Jul 7, 2026Suneeta Mall, Vladimir Nekrasov, Ashnil Kumar +5Radiology Report GenerationMultimodal Clinical Data

  8. 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

  9. Causal-RetiGraph: Cross-Cohort Retinal Support and Same-Subject Pathway Analysis for Diabetic Retinopathy

    Jul 6, 2026Inam Ullah, Imran Razzak, Shoaib JameelInterpretable Diabetic Retinopathy GradingRetinal Imaging

  10. Toward Trustworthy Large Language Model Agents in Healthcare

    Jul 6, 2026Hadi Hasan, Safaa Salman, Adam Tai Abou Dargham +2HealthcareScheduling

  11. Multi-Large Language Model Orchestrated Severity Assessment of Clinical Records (MOSAIC)

    Jul 6, 2026Manuela Del Castillo Suero, Arnault-Quentin Vermillet, Nicole Sonne Heckmann +2Calibrated SeverityElectronic Health Records

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

    Jul 6, 2026Xiaocheng Fang, Haoyu Wang, Jieyi Cai +14Congenital Heart DiseaseElectronic Health Records

  13. Graph Representation Learning of Longitudinal Medical Imaging Trajectories for Treatment Response Prediction

    Jul 6, 2026Johannes Kiechle, Richard Osuala, Daniel M. Lang +5Patient TrajectoriesGraph Representation Learning

  14. Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation

    Jul 6, 2026Mohammed Saim Ahmed Quadri, Yunzhe Xue, Justin W. Ady +1Clinical Decision SupportElectronic Health Records

  15. 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

  16. IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation

    Jul 5, 2026Hao Wei, Wenjin Qi, Dasen Dai +2Knowledge-Based Visual Question AnsweringLarge Vision Language Models

  17. 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

  18. 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

  19. ClinOCR-Bench: A Comprehensive Clinical Scanned Document Dataset for Optical Character Recognition Model Evaluation

    Jul 4, 2026Enshuo Hsu, Jin Zhou, Kirk RobertsOptical Character RecognitionMedical Imaging Datasets

  20. MorphologyFM: A Foundation Model for Morphology-Aware Representation Learning from ECG and Pulse Oximetry Waveforms

    Jul 3, 2026Saiyang Feng, Yuanyun Zhang, Shi LiPhysiological DataElectronic Health Record Foundation Models

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

    Jul 3, 2026Beatrice Zanchi, Giuliana Monachino, Alvise Dei Rossi +4Electronic Health Record Foundation ModelsModel Pretraining

  22. 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

  23. MedCalc-Pro: Solving Complex Medical Calculations with LLM Agents

    Jul 3, 2026Siran Zhao, Ruihui Hou, Ziyue Huai +2Clinical NotesBenchmarking Large Language Models

  24. Pretreatment MRI reveals a latent, molecular-subtype-independent structural phenotype that organizes treatment trajectories and recurrence risk

    Jul 2, 2026Dattatreya Kantha, Murray H. LoewBrain Magnetic Resonance ImagingPatient Trajectories

  25. GRCD: Grounded Region Change Detection for Multi-Finding Chest X-Ray Pairs

    Jul 2, 2026OFM Riaz Rahman Aranya, Peyman Najafirad, Kevin DesaiChest X-RayChange Detection

  26. Spatio-Temporal and Clinical Conditioning for Fine-Grained Radiology Report Retrieval

    Jul 2, 2026P. Sloan, E. Simpson, M. MirmehdiRadiology Report GenerationChest Radiography

  27. MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support

    Jul 2, 2026Lihui Luo, Joongwon Chae, Ziyan Chen +13Multimodal Clinical DataClinical Decision Support

  28. FaithMed: Training LLMs For Faithful Evidence-Based Medical Reasoning

    Jul 1, 2026Zhiyun Zhang, Liwen Sun, Xiang Qian +1Clinical ReasoningLarge Language Model Reasoning

  29. How Should Transformers Encode Numeric Values in Electronic Health Records?

    Jul 1, 2026Maria Elkjær Montgomery, Christian Igel, Mikkel Odgaard +2Electronic Health RecordsTransformer Architectures

  30. Clinician-Level Agreement Without Clinical Caution: LLM Evaluator Limits in Medical AI Benchmarking

    Jul 1, 2026William Philipp, Finn Fassbender, Thorsten Langer +11Large Language Model EvaluationClinical Decision Support

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

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

  32. 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

  33. Evaluating Agentic Harness Systems for Autonomous Computational Pathology

    Jul 1, 2026Jie Lin, Zongyi Chen, Qiaoling Zheng +6Real-World Clinical WorkflowsPathology

  34. Closed-loop coupling of personalised and foundation models for real-time treatment guidance with MRI

    Jul 1, 2026James Grover, Emily A. Hewson, Andrew Phair +5RadiotherapyMagnetic Resonance Imaging

  35. RareDxR1: Autonomous Medical Reasoning for Rare Disease Diagnosis Beyond Human Annotation

    Jun 30, 2026Deyang Jiang, Haoran Wu, Ziyi Wang +4Rare DiseaseClinical Reasoning

  36. Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision

    Jun 30, 2026Xianda Zheng, Huan Gao, Meng-Fen Chiang +3Large Language Model ReasoningStep-Level Supervision

  37. CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning

    Jun 30, 2026Ajmal M., Abin Roy, Afthab Salam Kanniyan +4Clinical ReasoningCode Evaluation

  38. Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering

    Jun 30, 2026Hao Gong, Ruilin Gong, Yining HuangMulti-Hop Question Answering BenchmarksLow-Rank Adaptation

  39. DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction

    Jun 30, 2026Zhenqian Shen, Yu Liu, Xiaoyi Fu +1Drug-Drug InteractionsMulti-Agent Reasoning

  40. Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care

    Jun 30, 2026Shreyas Rajesh, Kartik Sharma, Tonmoy Monsoor +8Medication Recommendation FrameworkInterictal Epileptiform Discharges

  41. Structure-Regularized Interpretable TCR-Epitope Prediction

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

  42. TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment

    Jun 29, 2026Alia Tarek, Hamsa Saberr, Hamza Elghonemy +6GliomaConcept Bottleneck Models

  43. Clinical Reasoning Graphs: Structured Evaluation of LLM Diagnostic Reasoning Reveals Competence Without Consistency

    Jun 29, 2026Nisarg A. PatelClinical ReasoningReasoning Graphs

  44. The Verbose Context Problem in Medical Records

    Jun 28, 2026Shiva Kaul, Min-Gyu Kim, Anjum Khurshid +1Clinical NotesLongitudinal Patient Records

  45. Interventional Flow Matching: Prospective Dose-Response Forecasting with Velocity-Field Jacobian Regularization

    Jun 28, 2026Amirreza Dolatpour Fathkouhi, Justin Lee, Heman ShakeriContinuous Glucose MonitoringConditional Flow Matching

  46. 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

  47. Primary ICD Category Prediction using LLM-based Probing

    Jun 27, 2026Chengyuan Liu, Xinyue Zhang, Yao Li +1International Classification Of Disease CodesMultimodal Clinical Data

  48. Why Trust Your Agent? Empirical Security Gains from TRiSM-Guided Agentic Workflows in Healthcare

    Jun 27, 2026Liam KearnsAgentic WorkflowsSecurity Analysis

  49. Physics-Grounded Disentangled Flow Modeling for Brain Disease Progression Trajectory

    Jun 26, 2026Jun Wang, Peirong LiuPatient TrajectoriesConditional Flow Matching

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

    Jun 26, 2026Aixa X. AndradeParkinsonBiomarker

  51. From Black-Box to Clinical Insight: A Multi-Stage Explainable Framework for Speech-Based Cognitive Impairment Detection

    Jun 26, 2026Yasaman Haghbin, Sina Rashidi, Ali Zolnour +6Mild Cognitive ImpairmentCognitive Diagnosis

  52. Aloe-Vision: Robust Vision-Language Models for Healthcare

    Jun 25, 2026Jaume Guasch-Martí, Enrique Lopez-Cuena, Martín Suárez-Fernández +3Medical Vision-Language ModelsLarge Vision Language Models

  53. AI Healthcare Chatbots as Information Infrastructure: A Large-Scale Study of User-Reported Breakdowns

    Jun 25, 2026Muhammad Hassan, Ramazan Yener, Ece Gumusel +1Healthcare

  54. CORTEX: A Structured Reasoning Benchmark for Trustworthy 3D Chest CT MLLMs

    Jun 25, 2026Hashmat Shadab Malik, Anees Ur Rehman Hashmi, Numan Saeed +3Radiology Report GenerationClinical Reasoning

  55. SamaVaani: Auditing and Debiasing Multilingual Clinical ASR for Indian Languages

    Jun 25, 2026Subham Kumar, Prakrithi Shivaprakash, Abhishek Manoharan +7Multilingual Automatic Speech RecognitionPsychiatric Reasoning

  56. A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models

    Jun 25, 2026William Poulett, Alice Waterhouse, Ben Wallace +4Clinical Notes

  57. Clinical Harness for Governable Medical AI Skill Ecosystems

    Jun 25, 2026Tianhan Xu, Lei Bao, Zhe Hu +2ClinicalAgent Harness

  58. A Causal Foundation Model for Structure and Outcome Prediction

    Jun 25, 2026Max Zhu, Martino Mansoldo, Ching-Hao Wang +1Causal Foundation ModelsCausal Reasoning

  59. Knowledge-augmented Agentic AI for Mental Health Medication Information Seeking

    Jun 24, 2026Huizi Yu, Jian Liu, Wenkong Wang +10Medication Recommendation FrameworkPsychiatric Reasoning

  60. Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

    Jun 24, 2026Nathan Painchaud, Tristan Habémont, Morgane des Ligneris +6Cardiometabolic RiskCoronary Angiography