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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747 papers

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  1. iLENS: Interpretable LLM-Guided Mixture-of-Experts for Neuroimaging Survival Analysis

    Jun 12, 2026Farica Zhuang, Seong Woo Han, Zixuan Wen +3Survival PredictionsAlzheimer

  2. Democratizing and accelerating AI-driven pathology research through agentic intelligence

    Jun 12, 2026Jiabo Ma, Cheng Jin, Yihui Wang +19Computational PathologyPathology

  3. Beyond the Training Distribution: Evaluating Predictions Under Distribution Shift and Selection Bias

    Jun 12, 2026Annie Ulichney, Amanda CostonCovariate ShiftSelection Bias

  4. A Computational Audit of Demographic Association Encoding in ClinicalBERT Language Predictions

    Jun 12, 2026Kehinde Temitayo SoetanLarge Language Model BiasBert-Based Models

  5. Personal Care Utility: Health as Everyday Infrastructure

    Jun 12, 2026Mahyar Abbasian, Elahe Khatibi, Saba A. Farahani +5HealthcarePersonalization

  6. Designing Safety-Constrained LLM Systems for Public Health Information Access

    Jun 11, 2026Ben Torkian, Jun ZhouLarge Language Model SafetySafety

  7. A Longitudinal Attribute-Conditioned Neural Network for Modeling Health-State Transition Probabilities in Temporally Irregular Data: The LANTERN Framework

    Jun 11, 2026Bright Kwaku Manu, Beckett Sterner, Petar JevticLongitudinal Patient RecordsActuarial Reasoning Tasks

  8. Mental-R1: Aligning LLM Reasoning for Mental Health Assessment

    Jun 11, 2026Xin Wang, Boyan Gao, Yibo Yang +1Mental HealthLarge Language Model Reasoning

  9. Deployment-Centered Evaluation: Predicting Query-Level Rejection Risk in a Clinical LLM System

    Jun 10, 2026Alyssa Unell, Miguel Fuentes, Brenna Li +4Large LanguageElectronic Health Records

  10. The Metric Picks the Winner: Evaluation Choice Flips Model Rankings for Drug-Response Prediction in Unseen Chemistry

    Jun 10, 2026Dhruv Agarwal, Riya BishtDrug-Drug InteractionsClinical Prediction

  11. eCREAM-MedCorpus A Large-Scale Corpus of Clinical Notes for Italian

    Jun 10, 2026Tiziano Labruna, Guido Bertolini, Pietro Ferrazzi +1Clinical NotesText Corpora

  12. Reassessing High-Performing LLMs on Polish Medical Exams: True Competence or Bias-Driven Performance?

    Jun 10, 2026Antoni Lasik, Jakub Pokrywka, Łukasz Grzybowski +7Large Language Model PerformanceClinical Reasoning

  13. AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

    Jun 10, 2026Jiawei Niu, Jian Chen, Di Zhang +8Multiple Instance LearningComputational Pathology

  14. Lung-R1: A Knowledge Graph-Guided LLM for Pulmonary Diagnostic Reasoning

    Jun 10, 2026Haoyang Zeng, Yuanxi Fu, Rongzhen Li +11Clinical ReasoningDiagnostic Benchmark

  15. Enhancing Spectral Embedding through Robust and Flexible Knowledge Transfer in Electronic Health Records

    Jun 10, 2026Feiqing Huang, Zongqi Xia, Rong Ma +1Rare DiseaseElectronic Health Records

  16. OncoTraj: a public benchmark for longitudinal resistance prediction in EGFR-mutant non-small-cell lung cancer on osimertinib

    Jun 9, 2026Abhijoy Sarkar, Aarchi Singh ThakurNon-Small Cell Lung CancerPatient Trajectories

  17. A prior-free blind detection of information leakage from model predictions

    Jun 9, 2026Laurence A. JacobsLeakageData Leakage

  18. Supervised Fine-tuning with Synthetic Rationale Data Hurts Real-World Disease Prediction

    Jun 9, 2026Buxin Su, Bingxuan Li, Cheng Qian +3Clinical PredictionSupervised Fine-Tuning

  19. Exploration of Foundation Model-Based Robots in Patient and Elderly Care

    Jun 8, 2026Zhiwen Qiu, Wei Liu, Yuexing HaoCareHuman-Centered Framework

  20. RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification

    Jun 8, 2026Shakhrul Iman Siam, Tiantian Feng, Jiankun Zhang +2Respiratory Sound ClassificationMultimodal Clinical Data

  21. Transition-Based Digital Twin Modelling for Alzheimer's Disease under Sparse Longitudinal Data

    Jun 8, 2026Yinyu Huang, Yilin Zhang, Sofia Michopoulou +2AlzheimerLongitudinal Data

  22. Next-Token Prediction Learns Generalisable Representations of Sleep Physiology

    Jun 8, 2026Jonathan F. Carter, Lionel TarassenkoMultimodal Physiological SignalsElectronic Health Record Foundation Models

  23. AI Scientists Are Only as Good as Their Evidence: A Stratified Ablation of Proprietary Data and Reasoning Skills in Drug-Asset Valuation

    Jun 8, 2026Yinan WangArtificial Intelligence ScientistsArtificial Intelligence Evaluation

  24. LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guidelines

    Jun 8, 2026Giorgio Leonardi, Stefania Montani, Manuel Striani +2Clinical ReasoningStroke

  25. TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs

    Jun 8, 2026Hyeongwon Jang, Gyouk Chu, Changhun Kim +3Clinical ReasoningTriage

  26. CARE: A Conformal Safety Layer for Medical Summarization

    Jun 8, 2026Suhana Bedi, Bridget Lin, Anson Y. Zhou +5SummarizationLarge Language Model Safety

  27. Synthetic but Not Realistic: The Evaluation Challenge in Generative Modelling for Structured Electronic Medical Records

    Jun 8, 2026Nicholas I-Hsien Kuo, Blanca Gallego, Louisa JormElectronic Health RecordsDistributional Fidelity

  28. Is Telehealth Better Used to Treat Patients or Help Other Physicians Treat Patients? An Agent-Based Modeling Study of Healthcare Provision

    Jun 7, 2026Michael CharyHealthcareTreatment

  29. Curation of a Cardiology Interface Terminology for Highlighting Electronic Health Records using Machine Learning

    Jun 6, 2026Mahshad Koohi Habibi Dehkordi, Shuxin Zhou, Yehoshua Perl +6Electronic Health RecordsElectrocardiogram Classification

  30. SurgiQ: A Large-Scale Multi-Domain Benchmark for Evaluating Surgical Understanding in Large Language Models

    Jun 6, 2026Ayah Al-Naji, Edoardo Fazzari, Saif Alkindi +3Gradient SurgeryBenchmarking Large Language Models

  31. From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability

    Jun 6, 2026Yang Qingqing, Liu Haijiang, Li MoyanPatentReal-World Clinical Workflows

  32. Reconstructing and forecasting disease trajectories of patients with Alzheimer's disease using routine data in resource-constrained settings

    Jun 5, 2026Ratnadeep Das, Atri Chatterjee, Sitikantha RoyAlzheimerPatient Trajectories

  33. A robust PPG foundation model using multimodal physiological supervision

    Jun 5, 2026Eloy Geenjaar, Vince Calhoun, Scott Daly +4Remote PhotoplethysmographyHeart Rate

  34. When Large Language Models Fail in Healthcare: Evaluating Sensitivity to Prompt Variations

    Jun 5, 2026Mahdi AlkaeedLarge Language Model PerformanceHealthcare

  35. REMEDI: A Benchmark for Retention and Unlearning Evaluation in Multi-label Clinical Disease Inference

    Jun 5, 2026Anurag Sharma, Sai Teja Chunchu, Prasenjit Mitra +2Unlabeled DataDisease Detection

  36. Accelerating Reproducible Research in Synthetic EHR Generation

    Jun 5, 2026Jalen Jiang, Chufan Gao, Ethan Rasmussen +2Electronic Health RecordsInternational Classification Of Disease Codes

  37. BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing

    Jun 5, 2026Magnus Ruud Kjaer, Haejun Han, Ashish Neupane +1Electronic Health Record Foundation ModelsSnap-Fm

  38. Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

    Jun 4, 2026Shengxian Ding, Haonan Gao, Pangpang Liu +2Bayesian NetworksElectronic Health Records

  39. Symb-xMIL: Symbolic Explanations for Multiple Instance Learning in Digital Pathology

    Jun 4, 2026Yanqing Luo, Julius Hense, Niklas Prenißl +4Multiple Instance LearningComputational Pathology

  40. A Machine Learning-Based Framework for Discovering Huntington's Disease Stages: Integrating Graph Representation Learning and clustering to Uncover Progression Dynamics in Longitudinal Enroll-HD Dataset

    Jun 4, 2026Lubna M. Abu Zohair, Marta Vallejo, MD Azher Uddin +2Longitudinal DataLongitudinal Patient Records

  41. HoT-SSM:Higher-order Temporal Knowledge Graph Reasoning with State Space Models for Health Care

    Jun 4, 2026Thummaluru Siddartha Reddy, Vempalli Naga Sai Saketh, Yash Punjabi +1Temporal Knowledge GraphsClinical Prediction

  42. Towards Unified and Data-Efficient Prognostics and Health Management with Tabular Foundation Models

    Jun 3, 2026Raffael Theiler, Lev Telyatnikov, Leandro Von Krannichfeldt +1Predictive MaintenancePrognostics

  43. An interpretable and trustworthy AI framework for large-scale longitudinal structure-pain association studies using data from the Osteoarthritis Initiative (OAI)

    Jun 3, 2026Jincheng Yu, Haoyang Li, Yiwen Liu +5Knee OsteoarthritisClinical Prediction

  44. New Benchmarking Shows Limited Generalization Power of TCR Antigenic Epitope Prediction Models

    Jun 3, 2026Yiming Liao, Yiheng Li, Ning Jiang +2Epitope PredictionClinical Prediction

  45. Clinical Assistant for Remote Engagement Link (CARE-link): A Web-Based Electronic Health Records Software for Managing Diabetes

    Jun 3, 2026Prince Ebenezer Adjei, Joshua Teye Tettey, Toufiq Musah +2Electronic Health RecordsClinical

  46. BreastGPT: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical Routine

    Jun 3, 2026Yang Liu, Jiajin Zhang, Danyang Tu +8MammographyMultimodal Clinical Data

  47. How Indian Dermatologists are Utilizing Artificial Intelligence for Clinical Practice and Workflow Management: A Nationwide Survey with a Special Focus on atopic dermatitis

    Jun 3, 2026Dipayan Sengupta, Saumya Panda, Sandipan Dhar +3Real-World Clinical WorkflowsSkin Lesion Classification

  48. Quantifying the biophysical properties of stomatocytes in health and disease

    Jun 2, 2026Zhaojie Chai, Jianlu Zheng, He Li +26-Dof Viscoelastic MechanismAcute Myeloid Leukemia

  49. D2MDT: Department-aware Multidisciplinary Team Consultation with Deliberation for Efficient Clinical Prediction

    Jun 2, 2026Yongqi Liang, Qidong Liu, Chunze Yang +4Clinical PredictionMultimodal Clinical Data

  50. The Language of Elution: Autoregressive Prediction of the Next Feature in Untargeted LC-HRMS Lipidomics

    Jun 2, 2026Dayanjan S. WijesingheTandem Mass SpectraMetabolic

  51. Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models

    Jun 2, 2026Farhan Sheth, Ziyuan Yang, Yongying Lan +1Large Language Model SafetyAnonymization

  52. MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents

    Jun 2, 2026Jia Yu, Zilong Wang, Xinyang Jiang +2Real-World Clinical WorkflowsUser Interface

  53. AI Rater Discrimination Depends on Scoring Protocol in Complex Clinical Decision-Making

    Jun 2, 2026Sangwon Baek, Kyu Yeon Hur, Kyunga KimClinical Decision SupportArtificial Intelligence Evaluation

  54. ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models

    Jun 2, 2026Ruihui Hou, Siyi Zhu, Ziyue Huai +4ClinicalLarge Language Model Performance

  55. Fairness Definitions and Metrics in Deep Reinforcement Learning for Drug Discovery in Healthcare: A Rapid Evidence Review

    Jun 1, 2026Esmaeil Shakeri, Ronnie de Souza Santos, Behrouz FarDrug DiscoveryHealthcare

  56. Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early Detection

    Jun 1, 2026Sihang Zeng, Matthew Thompson, Ruth Etzioni +1Patient TrajectoriesElectronic Health Records

  57. ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning

    Jun 1, 2026Bo-Hong Wang, Baicheng Peng, Ruilin Wang +3Electronic Health Record Foundation ModelsElectronic Health Records

  58. ClinEnv: An Interactive Multi-Stage Long Horizon EHR Environment for Agents

    Jun 1, 2026Yuxing Lu, Yushuhong Lin, Wenqi Shi +4Simulated PatientsElectronic Health Records

  59. AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis

    Jun 1, 2026Massimiliano Pronesti, Angelo Miculescu, Mohsin Kapdi +8Systematic ReviewBiomedical Knowledge

  60. FairGen: Preference-Aligned Diffusion for Demographically Equitable Medical Image Synthesis

    Jun 1, 2026Zhimin Li, Ruichen Zhang, Zhen Tan +3Medical Image GenerationFairness-Aware Learning