Clinical AI in EHR

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Period ending 2026-09-14

29 new papers

A weekly snapshot of new work published in Clinical AI in EHR.

Period ending 2026-09-07

52 new papers

A weekly snapshot of new work published in Clinical AI in EHR.

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

    Apr 30, 2026Ivan Lerner, Jean Feydy, Alexandre Kalimouttou +2Mimic-Iv DatasetsLoad Forecasting

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

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

  3. Modeling Clinical Concern Trajectories in Language Model Agents

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

  4. Consumer Attitudes Towards AI in Digital Health: A Mixed-Methods Survey in Australia

    Apr 30, 2026Wei Zhou, Rashina Hoda, Joycelyn LingTrustworthy Medical Artificial IntelligenceHealthcare

  5. Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering

    Apr 30, 2026Xupeng Chen, Binbin Shi, Chenqian Le +5Multimodal Retrieval Augmented GenerationMedical Visual Question Answering

  6. HealthBench Professional: Evaluating Large Language Models on Real Clinician Chats

    Apr 30, 2026Rebecca Soskin Hicks, Mikhail Trofimov, Dominick Lim +13Medical Question AnsweringTrustworthy Medical Artificial Intelligence

  7. JI-ADF: Joint-Individual Learning with Adaptive Decision Fusion for Multimodal Skin Lesion Classification

    Apr 30, 2026Phan Nguyen, Dat Cao, Hien Kha +4Skin Lesion ClassificationMultimodal Clinical Data

  8. End-to-End Evaluation and Governance of an EHR-Embedded AI Agent for Clinicians

    Apr 30, 2026Aaryan Shah, Andrew Hines, Alexia Downs +6Trustworthy Medical Artificial IntelligenceArtificial Intelligence Governance

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

    Apr 29, 2026Bulent Soykan, Gulsah Hancerliogullari Koksalmis, Hsin-Hsiung Huang +1AlzheimerPatient Trajectories

  10. Evaluating TabPFN for Mild Cognitive Impairment to Alzheimer's Disease Conversion in Data Limited Settings

    Apr 29, 2026Brad Ye, Bulent Soykan, Gulsah Hancerliogullari Koksalmis +2AlzheimerTabular Foundation Models

  11. 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

  12. 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 +3Medical Question AnsweringElectronic Health Records

  13. Virtual-reality based patient-specific simulation of spine surgical procedures: A fast, highly automated and high-fidelity system for surgical education and planning

    Apr 29, 2026Raj Kumar Ranabhat, Tayler D Ross, Tony Jiao +3Cervical SpineSimulated Patients

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

    Apr 29, 2026Karol Dobiczek, Maciej Mozolewski, Szymon Bobek +3ElectrocardiogramElectroencephalogram

  15. CheXthought: A global multimodal dataset of clinical chain-of-thought reasoning and visual attention for chest X-ray interpretation

    Apr 29, 2026Sonali Sharma, Jin Long, George Shih +7Chest X-RayMedical Vision-Language Models

  16. MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution

    Apr 29, 2026Chunzheng Zhu, Jiaqi Zeng, Junyu Jiang +2MedixAnatomical Priors

  17. People-Centred Medical Image Analysis via Fairness-Aware Human-AI Cooperation

    Apr 28, 2026Zheng Zhang, Milad Masroor, Cuong Nguyen +6Fairness-Aware LearningHuman-Ai Collaboration

  18. BioGraphletQA: Knowledge-Anchored Generation of Complex QA Datasets

    Apr 28, 2026Richard A. A. Jonker, Bárbara Maria Ribeiro de Abreu Martins, Sérgio MatosBiomedical Knowledge GraphKnowledge Graphs

  19. PSI-Bench: Towards Clinically Grounded and Interpretable Evaluation of Depression Patient Simulators

    Apr 28, 2026Nguyen Khoi Hoang, Shuhaib Mehri, Tse-An Hsu +4Simulated PatientsDepression

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

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

  21. Health System Scale Semantic Search Across Unstructured Clinical Notes

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

  22. Language corpora for the Dutch medical domain

    Apr 28, 2026B. van EsCorpusReal-World Clinical Dataset

  23. Learning from Medical Entity Trees: An Entity-Centric Medical Data Engineering Framework for MLLMs

    Apr 28, 2026Jianghang Lin, Haihua Yang, Deli Yu +6Biomedical EntityMultimodal Clinical Data

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

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

  25. Analyzing LLM Reasoning to Uncover Mental Health Stigma

    Apr 27, 2026Sreehari Sankar, Aliakbar Nafar, Mona Barman +8Mental HealthLLM Reasoning Methods

  26. Retrieval-Guided Generation for Safer Histopathology Image Captioning

    Apr 27, 2026Md. Enamul Hoq, Wataru Uegami, Saghir Alfasly +6Medical Vision-Language ModelsDense Video Captioning

  27. 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 DecisionRubrics

  28. Green Shielding: A User-Centric Approach Towards Trustworthy AI

    Apr 27, 2026Aaron J. Li, Nicolas Sanchez, Hao Huang +8Medical Question AnsweringShielding

  29. 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

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

    Apr 27, 2026Johannes Moll, Jannik Lübberstedt, Christoph Nuernbergk +21Clinical ReasoningMedical Question Answering

  31. 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 +6RadiomicsBrain Tumor

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

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

  33. CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report Generation

    Apr 27, 2026Ruifeng Yuan, Wanxing Chang, Weiwei Cao +4Radiology Report GenerationDiagnostic Benchmark

  34. Hierarchical Prototype-based Domain Priors for Multiple Instance Learning in Multimodal Histopathology Analysis

    Apr 27, 2026Xuemei Qiu, Dawei Fan, Yebin Huang +2Digital PathologyMultiple Instance Learning

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

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

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

    Apr 26, 2026Weiye Dai, Liyun Shi, Zanxiang He +4Non-Small Cell Lung CancerAI Risk Assessment

  37. Domain Fine-Tuning vs. Retrieval-Augmented Generation for Medical Multiple-Choice Question Answering: A Controlled Comparison at the 4B-Parameter Scale

    Apr 26, 2026Avi-ad Avraam BuskilaMedical Question AnsweringMulti-Hop Question Answering Benchmarks

  38. FAIR_XAI: Improving Multimodal Foundation Model Fairness via Explainability for Wellbeing Assessment

    Apr 26, 2026Sophie Chiang, Tom Brennan, Fethiye Irmak Dogan +2Medical Vision-Language ModelsExplainability

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

    Apr 26, 2026Zihao Wu, Steven Xu, Bowen Chen +8Scientific WorkflowsTrustworthy Medical Artificial Intelligence

  40. 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

  41. A Benchmark Suite of Reddit-Derived Datasets for Mental Health Detection

    Apr 25, 2026Khalid Hasan, Jamil SaquerMental HealthDepression

  42. Knee-xRAI: An Explainable AI Framework for Automatic Kellgren-Lawrence Grading of Knee Osteoarthritis

    Apr 25, 2026Azmul A. Irfan, Nur Ahmad Khatim, Alfan Alfian Irfan +3Knee OsteoarthritisXai

  43. 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 +14EchocardiographyElectrocardiogram

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

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

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

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

  46. GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI

    Apr 25, 2026Duaa Alim, Mogtaba Alim, Liam ChalcroftRadiology Report GenerationMultimodal Clinical Data

  47. Scalable LLM-based Coding of Dialogue in Healthcare Simulation: Balancing Coding Performance, Processing Time, and Environmental Impact

    Apr 25, 2026Kiyoshige Garces, Gloria Milena Fernandez-Nieto, Linxuan Zhao +4Simulated PatientsDialogue Benchmarks

  48. From Pixels to Explanations: Interpretable Diabetic Retinopathy Grading with CNN-Transformer Ensembles, Visual Explainability and Vision-Language Models

    Apr 25, 2026Pir Bakhsh Khokhar, Carmine Gravino, Fabio Palomba +2Retinal ImagingConcept-Based Explainability

  49. Implicit Framing in Obstetric Counseling Notes: A Grounded LLM Pipeline on a VBAC-Eligible Cohort

    Apr 24, 2026Baris Karacan, Barbara Di Eugenio, Patrick Thornton +2FramingMedical Question Answering

  50. CheXmix: Unified Generative Pretraining for Vision Language Models in Medical Imaging

    Apr 24, 2026Ashwin Kumar, Robbie Holland, Corey Barrett +8Chest X-Ray Report GenerationMedical Image Generation

  51. RAG4Outcome: A Retrieval-Augmented Multimodal Framework for Prognostic Prediction in Chronic Osteomyelitis

    Apr 24, 2026Daqian Shi, Pei Han, Jishizhan Chen +4PrognosticsMultimodal Clinical Data

  52. Beyond Patient Invariance: Learning Cardiac Dynamics via Action-Conditioned JEPAs

    Apr 24, 2026Jose Geraldo Fernandes, Luiz Facury, Pedro Robles Dutenhefner +1Cardiac MotionElectronic Health Record Foundation Models

  53. NAKUL-Med: Spectral-Graph State Space Models with Dynamics Kernels for Medical Signals

    Apr 24, 2026Badri N. Patro, Vijay S. AgneeswaranState Space ModelsElectroencephalogram

  54. 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

  55. Generalizable CT-Free PET Attenuation and Scatter Correction for Pediatric Patients

    Apr 24, 2026Jia-Mian Wu, Jun Liu, Siqi Li +7Positron Emission TomographyAnatomy

  56. 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 ModelsReal-World Clinical Dataset

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

    Apr 23, 2026Guan Gui, Peter Zandi, Jacob Taylor +1Motivational InterviewingMedical Question Answering

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

    Apr 23, 2026Shevya Panda, Shinjini Bose, Ananya JoshiLarge Language Model ReliabilityMental Health

  59. 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 RecordsLarge Language

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

    Apr 23, 2026Bowen Liu, Li Yang, Shanshan Song +6ColonoscopyLong Video Understanding