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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1,240 papers

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  1. Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment

    Oct 27, 2025Hongyi Wang, Zhengjie Zhu, Junlin Hou +13Whole-Slide Image AnalysisMultimodal Retrieval

  2. Zoom In Disparities in Healthcare LLM Q&A

    Oct 20, 2025Ipek Baris Schlicht, Burcu Sayin, Zhixue Zhao +5Cross-Lingual ConsistencyLarge Language Model Alignment

  3. Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics

    Oct 7, 2025Momin Abbas, Ali Falahati, Hossein Goli +1Out-Of-Distribution Detection PerformanceOut-Of-Distribution

  4. A global log for medical AI

    Oct 5, 2025Ayush Noori, Aaron E. Boussina, Hai Ho Bich +48Trustworthy Medical Artificial IntelligenceLog

  5. MultiFair: Multimodal Balanced Fairness-Aware Medical Classification with Dual-Level Gradient Modulation

    Sep 30, 2025Md Zubair, Hao Zheng, Grayson W. Armstrong +4Extreme Class ImbalanceMultimodal Learning

  6. HyMaTE: A Hybrid Mamba and Transformer Model for EHR Representation Learning

    Sep 28, 2025Md Mozaharul Mottalib, Thao-Ly T. Phan, Rahmatollah BeheshtiElectronic Health Record Foundation ModelsHybrid Transformer

  7. Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration

    Sep 25, 2025Dongkyu Cho, Miao Zhang, Rumi ChunaraData AugmentationClinical Prediction

  8. Privacy-Preserving Generation of Clinical Narratives from Medical Terminologies

    Sep 13, 2025Yuping Wu, Viktor Schlegel, Warren Del-Pinto +11Clinical NotesSynthetic Data

  9. ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs

    Aug 19, 2025Hongxin Ding, Baixiang Huang, Yue Fang +8Medical Question Answering

  10. NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

    Aug 6, 2025Zelin Peng, Yichen Zhao, Yu Huang +5Medical Vision-Language ModelsCross-Modal

  11. GlaBoost: A Multimodal Structured Framework for Glaucoma Risk Stratification

    Aug 3, 2025Cheng Huang, Zeyu Han, Weizheng Xie +4GlaucomaRetinal Imaging

  12. Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

    Aug 1, 2025Zizhan Ma, Wenxuan Wang, Meidan Ding +7Clinical ReasoningLLM Reasoning Methods

  13. Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming

    Jul 30, 2025Jiazhen Pan, Bailiang Jian, Paul Hager +20Large Language Model SafetyTrustworthy Medical Artificial Intelligence

  14. Instance Generation for Patient-to-room Assignment and Admission Scheduling Based on Real Hospital Data

    Jul 4, 2025Tabea Brandt, Christina Büsing, Johanna Leweke +2Patient-To-Room Assignment ProblemPatients

  15. Region-Aware Multimodal Large Language Model via SlowFast Tokenization and Pseudo-Mask Guidance for 3D CT Report Generation

    Jun 29, 2025Sunggu Kyung, Jinyoung Seo, Hyunseok Lim +7Radiology Report GenerationMultimodal Clinical Data

  16. Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models

    Jun 12, 2025Konstantinos Vilouras, Ilias Stogiannidis, Junyu Yan +2Chest X-Ray Report GenerationChest X-Ray

  17. Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

    May 27, 2025Alexander Jaus, Zdravko Marinov, Constantin Seibold +4Real-World Clinical DatasetModel Pretraining

  18. BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech

    May 18, 2025Riad Hossain, Muhammad Ashad Kabir, Arat Ibne Golam Mowla +2Dysarthric SpeechParkinson

  19. Synergistic Vision-Language Reinforcement Enables Scalable On-Demand Analysis across Diverse Clinical Tasks

    May 6, 2025Haonan Wang, Jiaji Mao, Lehan Wang +11Medical Vision-Language ModelsRadiomics

  20. TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews

    Mar 26, 2025Huimin Xu, Seungjun Yi, Terence Lim +9Multi-Agent Large Language Model SystemsMotivational Interviewing

  21. Histopathology Multi-modal Embedding for Pathology Composed Retrieval

    Feb 11, 2025Qifeng Zhou, Wenliang Zhong, Thao M. Dang +4Pathology Foundation ModelsPathology

  22. Stroke Prediction using Clinical and Social Features in Machine Learning

    Dec 27, 2024Aidan ChadhaClinical PredictionStroke

  23. Learning Personalized Prompts for Healthcare Guidance

    Dec 20, 2024Ruize Shi, Hong Huang, Wei Zhou +3Trustworthy Medical Artificial IntelligenceHealthcare

  24. Replication in Visual Diffusion Models: A Survey and Outlook

    Jul 7, 2024Wenhao Wang, Yifan Sun, Zongxin Yang +3SurveyReal-World

  25. Narrative Feature or Structured Feature? A Study of Large Language Models to Identify Cancer Patients at Risk of Heart Failure

    Mar 18, 2024Ziyi Chen, Mengyuan Zhang, Mustafa Mohammed Ahmed +4Electronic Health Record Foundation ModelsElectronic Health Records

  26. Multimodal Large Language Model driven Radiology Report Generation with Clinical Knowledge Enhancement

    Mar 11, 2024Miaojing Shi, Tianyu Cen, Zijie Yue +3Radiology Report GenerationMultimodal Clinical Data

  27. Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering

    Mar 7, 2024Saeel Sandeep Nachane, Ojas Gramopadhye, Prateek Chanda +5Medical Question AnsweringClinical

  28. GestaltMML: Enhancing Rare Genetic Disease Diagnosis through Multimodal Machine Learning Combining Facial Images and Clinical Text

    Dec 23, 2023Da Wu, Zhanliang Wang, Hongzhuo Chen +12Rare DiseaseMultimodal Clinical Data

  29. Subtyping patients with chronic disease using longitudinal BMI patterns

    Nov 9, 2021Md Mozaharul Mottalib, Jessica C Jones-Smith, Bethany Sheridan +1Cardiometabolic RiskCluster

  30. Solve the Missing First Step: Can VLMs Standardize Raw Heterogeneous Medical Data?

    Date pendingXin Chen, Dongliang Xu, Cunhao Zhu +5Diagnostic BenchmarkMultimodal Benchmarks

  31. From Few-Shot Segmentation to Clinician-in-the-Loop Medical Image Analysis

    Date pendingYazhou ZhuMedical Image SegmentationMedical Imaging

  32. Representation Before Training: A Practical Benchmark for Generative Medical Event Model Tokenization

    Date pendingInhyeok Lee, Luke Solo, Michael C. Burkhart +5Intensive Care UnitTemporal Encoder

  33. MedGEN-Bench: A Contextually Entangled Benchmark for Open-ended Multimodal Medical Generation

    Date pendingJunjie Yang, Yuhao Yan, Gang Wu +12Medical Visual Question AnsweringMedical Vision-Language Models

  34. VeriSim: A Configurable Framework for Stress-Testing Medical AI Under Patient Communication Noise

    Date pendingSina Mansouri, Mohit Marvania, Vibhavari Ashok Shihorkar +5Simulated PatientsMedical Question Answering

  35. Longitudinal Risk Prediction in Mammography with Privileged History Distillation

    Date pendingBanafsheh Karimian, Soufiane Belharbi, Alexis Guichemerre +3MammographyClinical Prediction

  36. Bridging the Gap in Ophthalmic AI: MM-Retinal-Reason Dataset and OphthaReason Model toward Dynamic Multimodal Reasoning

    Date pendingRuiqi Wu, Yuang Yao, Tengfei Ma +6Multimodal ReasoningMultimodal Clinical Data

  37. A Dataset and Benchmarks for Atrial Fibrillation Detection from Electrocardiograms of Intensive Care Unit Patients

    Date pendingSarah Nassar, Nooshin Maghsoodi, Sophia Mannina +7Electrocardiogram Image ClassificationIntensive Care Unit

  38. SafeImpute: Reliable Clinical Data Imputation via Conformal Selection

    Date pendingXinrui He, Mengting Ai, Junting Wang +2Data ImputationImputation

  39. Towards Reliable Medical LLMs: Benchmarking and Enhancing Confidence Estimation of Large Language Models in Medical Consultation

    Date pendingZhiyao Ren, Yibing Zhan, Siyuan Liang +3Medical Question AnsweringClinical Decision

  40. Timely Clinical Diagnosis through Active Test Selection

    Date pendingSilas Ruhrberg Estévez, Nicolás Astorga, Mihaela van der SchaarClinical ReasoningDiagnostic Benchmark