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. NEURON: A Neuro-symbolic System for Grounded Clinical Explainability

    May 2, 2026Anuradha Chandrasekaran, Dimitrios Zikos, Mutlu Mete +3ExplainabilityModel Interpretability

  2. Teaching LLMs Brazilian Healthcare: Injecting Knowledge from Official Clinical Guidelines

    May 1, 2026Hugo Abonizio, Filipe Rocha Lopes, Roberto Lotufo +1Clinical ReasoningPortuguese

  3. DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home

    May 1, 2026Changshuo Liu, Junran Wu, Zhongle Xie +9HealthcareCare

  4. Temporal Data Requirement for Predicting Unplanned Hospital Readmissions

    May 1, 2026Ramin Mohammadi, Vahab vahdat, Sarthak Jain +3Electronic Health RecordsTime Window Temporal Logic Specifications

  5. Deep Kernel Learning for Stratifying Glaucoma Trajectories

    May 1, 2026Bruce Rushing, Angela Danquah, Alireza Namazi +2Patient TrajectoriesInterpretable Diabetic Retinopathy Grading

  6. Healthcare AI GYM for Medical Agents

    May 1, 2026Minbyul JeongClinical ReasoningMulti-Turn Tool-Use Agent

  7. Budget-Aware Routing for Long Clinical Text

    May 1, 2026Khizar Qureshi, Geoffrey Martin, Yifan PengLarge Language Model RoutingToken Budgets

  8. Finding Hidden Relationships Between Medical Concepts by Leveraging Metamap and Text Mining Techniques

    Apr 30, 2026Weikang Yang, S M Mazharul Hoque Chowdhury, Wei JinData MiningClinical Notes

  9. Learning Fingerprints for Medical Time Series with Redundancy-Constrained Information Maximization

    Apr 30, 2026Huayu Li, ZhengXiao He, Xiwen Chen +4Time-Series ClassificationMasked Autoencoders

  10. Learning from Disagreement: Clinician Overrides as Implicit Preference Signals for Clinical AI in Value-Based Care

    Apr 30, 2026Prabhjot Singh, Abhishek Gupta, Chris Betz +4Clinical Decision SupportDisagreement

  11. Differentiable latent structure discovery for interpretable forecasting in clinical time series

    Apr 30, 2026Ivan Lerner, Jean Feydy, Alexandre Kalimouttou +2Electronic Health RecordsMimic-Iv Datasets

  12. Simulating clinical interventions with a generative multimodal model of human physiology

    Apr 30, 2026Guy Lutsker, Gal Sapir, Jordi Merino +7Patient TrajectoriesPhysiological Data

  13. Modeling Clinical Concern Trajectories in Language Model Agents

    Apr 30, 2026Sukesh Subaharan, Venkatesan VS, Murugadasan P +3EscalationLarge Language Model Agents

  14. Toward Personalized Digital Twins for Cognitive Decline Assessment: A Multimodal, Uncertainty-Aware Framework

    Apr 29, 2026Bulent Soykan, Gulsah Hancerliogullari Koksalmis, Hsin-Hsiung Huang +1Mild Cognitive ImpairmentDigital Twin Framework

  15. Detecting Clinical Discrepancies in Health Coaching Agents: A Dual-Stream Memory and Reconciliation Architecture

    Apr 29, 2026Samuel L Pugh, Eric Yang, Alexander Muir Sutherland +1Longitudinal Patient RecordsAgent Memory

  16. HealthNLP_Retrievers at ArchEHR-QA 2026: Cascaded LLM Pipeline for Grounded Clinical Question Answering

    Apr 29, 2026Md Biplob Hosen, Md Alomgeer Hussein, Md Akmol Masud +3Electronic Health RecordsLarge Language Model Pipelines

  17. From Black-Box Confidence to Measurable Trust in Clinical AI: A Framework for Evidence, Supervision, and Staged Autonomy

    Apr 29, 2026Serhii Zabolotnii, Viktoriia Holinko, Olha AntonenkoTrustworthy Artificial IntelligenceClinical Decision Support

  18. SAGE: A Strategy-Aware Graph-Enhanced Generation Framework For Online Counseling

    Apr 29, 2026Eliya Naomi Aharon, Meytal Grimland, Avi Segal +4Synthesizing Long-Horizon Campus Psychological Counseling DialoguesCognitive Behavioral Therapy

  19. Validating the Clinical Utility of CineECG 3D Reconstructions through Cross-Modal Feature Attribution

    Apr 29, 2026Karol Dobiczek, Maciej Mozolewski, Szymon Bobek +3ClinicalCross-Modal Learning

  20. Do Larger Models Really Win in Drug Discovery? A Benchmark Assessment of Model Scaling in AI-Driven Molecular Property and Activity Prediction

    Apr 29, 2026Jinjiang Guo, Sheng DingDrug DiscoveryClinical Prediction

  21. Algorithmic Authority and the Clinical Standard of Care

    Apr 29, 2026Aizierjiang AiersilanClinical Decision SupportArtificial Intelligence Governance

  22. Toward Multimodal Conversational AI for Age-Related Macular Degeneration

    Apr 28, 2026Ran Gu, Benjamin Hou, Mélanie Hébert +5OphthalmologyMultimodal Clinical Data

  23. Health System Scale Semantic Search Across Unstructured Clinical Notes

    Apr 28, 2026Faith Wavinya Mutinda, Spandana Makeneni, Anna Lin +14Clinical NotesInternational Classification Of Disease Codes

  24. Improving Hospital Process Management through Process Mining: A Case Study on COVID-19 Clinical Pathways

    Apr 28, 2026Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile +1Covid-19Patient Trajectories

  25. SCOPE:Planning for Hybrid Querying over Clinical Trial Data

    Apr 28, 2026Suparno Roy Chowdhury, Manan Roy Choudhury, Tejas Anvekar +5Clinical ReasoningReasoning Graphs

  26. Case-Specific Rubrics for Clinical AI Evaluation: Methodology, Validation, and LLM-Clinician Agreement Across 823 Encounters

    Apr 27, 2026Aaryan Shah, Andrew Hines, Alexia Downs +6Clinical Decision SupportRubrics

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

    Apr 27, 2026Kalyani P. Pande, Evan Yang, Bryan Zhu +3Chronic Kidney DiseaseElectronic Health Records

  28. Agentic clinical reasoning over longitudinal myeloma records: a retrospective evaluation against expert consensus

    Apr 27, 2026Johannes Moll, Jannik Lübberstedt, Christoph Nuernbergk +21Clinical ReasoningLongitudinal Patient Records

  29. PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model

    Apr 27, 2026Sinin Zhang, Yunfei Xie, Yuxuan Cheng +2Large Vision Language ModelsVisual Reasoning

  30. Radiomics- and Clinical Feature-Driven Prediction of Volumetric Response in Skull-Base Meningioma after CyberKnife Radiosurgery

    Apr 27, 2026Yin Lin, Elena De Martin, Giacomo Conte +6RadiomicsRadiotherapy

  31. MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning

    Apr 27, 2026Yimin Deng, Zhenxi Lin, Yejing Wang +9Clinical ReasoningDiagnostic Benchmark

  32. Quantum Knowledge Graph: Modeling Context-Dependent Triplet Validity

    Apr 27, 2026Yao Wang, Zixu Geng, Jun YanKnowledge GraphsRdf

  33. Agentic AI platforms for autonomous training and rule induction of human-human and virus-human protein-protein interactions

    Apr 27, 2026Hung N. Do, Jessica Z. Kubicek-Sutherland, Oscar A. Negrete +1Human-Ai CollaborationClinical Prediction

  34. Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work

    Apr 26, 2026Zihao Wu, Steven Xu, Bowen Chen +8Human-Ai CollaborationReal-World Clinical Workflows

  35. Thinking Like a Clinician: A Cognitive AI Agent for Clinical Diagnosis via Panoramic Profiling and Adversarial Debate

    Apr 26, 2026Zhiqi Lv, Duofan Tu, Jun Li +4Clinical ReasoningMimic-Iv Datasets

  36. Domain-Adapted Fine-Tuning of ECG Foundation Models for Multi-Label Structural Heart Disease Screening

    Apr 25, 2026Duc N. Do, Minh N. Do, Dang Nguyen +14Congenital Heart DiseaseElectronic Health Record Foundation Models

  37. TEMPO: Transformers for Temporal Disease Progression from Cross-Sectional Data

    Apr 25, 2026Hongtao Hao, Joseph L. AusterweilPatient TrajectoriesBiomarker

  38. VeriLLMed: Interactive Visual Debugging of Medical Large Language Models with Knowledge Graphs

    Apr 25, 2026Yurui Xiang, Xingyi Mao, Rui Sheng +7Clinical ReasoningPrecise Debugging

  39. FeatEHR-LLM: Leveraging Large Language Models for Feature Engineering in Electronic Health Records

    Apr 24, 2026Hojjat Karami, David Atienza, Jean-Philippe Thiran +1Electronic Health RecordsFeature Engineering

  40. A Nationwide Japanese Medical Claims Foundation Model: Balancing Model Scaling and Task-Specific Computational Efficiency

    Apr 24, 2026Nanae Aratake, Taisei Tosaki, Yuji Okamoto +5Electronic Health Record Foundation ModelsWireless Foundation Models

  41. Optimal Question Selection from a Large Question Bank for Clinical Field Recovery in Conversational Psychiatric Intake

    Apr 23, 2026Guan Gui, Peter Zandi, Jacob Taylor +1Psychiatric ReasoningInterviews

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

    Apr 23, 2026Shevya Panda, Shinjini Bose, Ananya JoshiPsychiatric ReasoningClinical Reasoning

  43. Lightweight Retrieval-Augmented Generation and Large Language Model-Based Modeling for Scalable Patient-Trial Matching

    Apr 23, 2026Xiaodi Li, Yang Xiao, Munhwan Lee +7Electronic Health RecordsClinical Notes

  44. Divide-then-Diagnose: Weaving Clinician-Inspired Contexts for Ultra-Long Capsule Endoscopy Videos

    Apr 23, 2026Bowen Liu, Li Yang, Shanshan Song +6Video Capsule EndoscopyVideos

  45. Inferring High-Level Events from Timestamped Data: Complexity and Medical Applications

    Apr 23, 2026Yvon K. Awuklu, Meghyn Bienvenu, Katsumi Inoue +2Healthcare

  46. Evaluating Patient Safety Risks in Generative AI: Development and Validation of a FMECA Framework for Generated Clinical Content

    Apr 23, 2026Lydie Bednarczyk, Jamil Zaghir, Julien Ehrsam +11Large Language Model SafetyClinical Notes

  47. Geometric Characterisation and Structured Trajectory Surrogates for Clinical Dataset Condensation

    Apr 23, 2026Pafue Christy Nganjimi, Andrew Soltan, Danielle Belgrave +3Synthetic DatasetPatient Trajectories

  48. Differentially Private De-identification of Dutch Clinical Notes: A Comparative Evaluation

    Apr 23, 2026Michele Miranda, Xinlan Yan, Nishant Mishra +4AnonymizationDifferential Privacy

  49. Trustworthy Clinical Decision Support Using Meta-Predicates and Domain-Specific Languages

    Apr 23, 2026Michael Bouzinier, Sergey Trifonov, Michael Chumack +2Clinical Decision SupportSymbolic Predicates

  50. HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering

    Apr 22, 2026Yuyu Liu, Sarang Rajendra Patil, Mengjia Xu +1Electronic Health RecordsHyperbolic Space

  51. Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry

    Apr 22, 2026Syed Nazmus Sakib, Nafiul Haque, Shahrear Bin Amin +4Diagnostic BenchmarkVisual Reasoning

  52. Can "AI" Be a Doctor? A Study of Empathy, Readability, and Alignment in Clinical LLMs

    Apr 22, 2026Mariano Barone, Francesco Di Serio, Roberto Moio +4Clinical NotesEmpathy

  53. Where are they looking in the operating room?

    Apr 22, 2026Keqi Chen, Séraphin Baributsa, Lilien Schewski +5Gaze Target EstimationComputer Vision

  54. Effects of Cross-lingual Evidence in Multilingual Medical Question Answering

    Apr 22, 2026Anar Yeginbergen, Maite Oronoz, Rodrigo AgerriCross-Lingual ConsistencyLow-Resource Languages

  55. Graph2Counsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs

    Apr 22, 2026Aishik Mandal, Hiba Arnaout, Clarissa W. Ong +5Synthesizing Long-Horizon Campus Psychological Counseling DialoguesCognitive Behavioral Therapy

  56. Surrogate modeling for interpreting black-box LLMs in medical predictions

    Apr 22, 2026Changho Han, Songsoo Kim, Dong Won Kim +4Model InterpretabilityClinical Prediction

  57. SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark

    Apr 22, 2026Gui Wang, YongSong Zhou, Kaijun Deng +4Surgical VideosGradient Surgery

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

    Apr 22, 2026Weizhi Nie, Haolin ChenChronic Kidney DiseaseMimic-Iv Datasets

  59. RADS: Reinforcement Learning-Based Sample Selection Improves Transfer Learning in Low-resource and Imbalanced Clinical Settings

    Apr 22, 2026Wei Han, David Martinez, Anna Khanina +2Active LearningTransfer Learning

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

    Apr 22, 2026Weizhi Nie, Zhen Qu, Weijie Wang +4SepsisPhysiological Data