Clinical AI in EHR

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

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.

Inside this field

Focused directions

1,240 papers

Latest in Clinical AI in EHR

Open your feed →
CardsList

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

    Apr 23, 2026Yvon K. Awuklu, Meghyn Bienvenu, Katsumi Inoue +2Clinical ReasoningMedical Domain

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

    Apr 23, 2026Pafue Christy Nganjimi, Andrew Soltan, Danielle Belgrave +3Generative TrajectoriesPatient Trajectories

  3. Conditional anomaly detection with soft harmonic functions

    Apr 23, 2026Michal Valko, Branislav Kveton, Hamed Valizadegan +2Real-World Clinical Dataset

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

    Apr 23, 2026Michele Miranda, Xinlan Yan, Nishant Mishra +4AnonymizationClinical Notes

  5. mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code

    Apr 23, 2026Adam Skurla, Dominik Macko, Jakub SimkoAI Code GenerationMachine-Generated Text Detection

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

    Apr 23, 2026Michael Bouzinier, Sergey Trifonov, Michael Chumack +2Clinical DecisionEpistemic Uncertainty Artificial Intelligence Act

  7. Learning Dynamic Representations and Policies from Multimodal Clinical Time-Series with Informative Missingness

    Apr 23, 2026Zihan Liang, Ziwen Pan, Ruoxuan XiongMultimodal Clinical DataMultimodal Learning

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

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

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

    Apr 22, 2026Syed Nazmus Sakib, Nafiul Haque, Shahrear Bin Amin +4Leaf Disease ClassificationDiagnostic Benchmark

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

    Apr 22, 2026Mariano Barone, Francesco Di Serio, Roberto Moio +4Medical Question AnsweringEmpathy

  11. Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference

    Apr 22, 2026Chao Wang, Luca Nepote, Giulio Franzese +1Single-Cell RnaKullback-Leibler Divergence

  12. Where are they looking in the operating room?

    Apr 22, 2026Keqi Chen, Séraphin Baributsa, Lilien Schewski +5Gaze DataOptical Coherence Tomography

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

    Apr 22, 2026Anar Yeginbergen, Maite Oronoz, Rodrigo AgerriCross-Lingual ConsistencyMedical Question Answering

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

    Apr 22, 2026Aishik Mandal, Hiba Arnaout, Clarissa W. Ong +5Cognitive Behavioral TherapySynthetic Data

  15. X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis

    Apr 22, 2026Gui Wang, Zehao Zhong, YongSong Zhou +6Multimodal Clinical DataLarge Multimodal Models

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

    Apr 22, 2026Changho Han, Songsoo Kim, Dong Won Kim +4Clinical PredictionModel Interpretability Methods

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

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

  18. Dual Causal Inference: Integrating Backdoor Adjustment and Instrumental Variable Learning for Medical VQA

    Apr 22, 2026Zibo Xu, Qiang Li, Ke Lu +3Medical Visual Question AnsweringMultimodal Clinical Data

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

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

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

    Apr 22, 2026Wei Han, David Martinez, Anna Khanina +2Transfer LearningExtreme Class Imbalance

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

    Apr 22, 2026Weizhi Nie, Zhen Qu, Weijie Wang +4SepsisEarly Warning

  22. Validating a Deep Learning Algorithm to Identify Patients with Glaucoma using Systemic Electronic Health Records

    Apr 22, 2026John Xiang, Rohith Ravindranath, Sophia Y. WangGlaucomaElectronic Health Records

  23. Federated Learning over Blockchain-Enabled Cloud Infrastructure

    Apr 21, 2026Saloni Garg, Amit Sagtani, Kamal Kant HiranCloudMachine Learning

  24. From Fuzzy to Formal: Scaling Hospital Quality Improvement with AI

    Apr 21, 2026Patrick Vossler, Jean Feng, Venkat Sivaraman +9Trustworthy Medical Artificial IntelligenceImprovement

  25. Structured Disagreement in Health-Literacy Annotation: Epistemic Stability, Conceptual Difficulty, and Agreement-Stratified Inference

    Apr 21, 2026Olga Kellert, Sriya Kondury, Candice Koo +2DisagreementStratification

  26. Infection-Reasoner: A Compact Vision-Language Model for Wound Infection Classification with Evidence-Grounded Clinical Reasoning

    Apr 21, 2026Palawat Busaranuvong, Reza Saadati Fard, Emmanuel Agu +4Multimodal Wound AnalysisClinical Reasoning

  27. Can Continual Pre-training Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain?

    Apr 21, 2026Niclas Doll, Jasper Schulze Buschhoff, Shalaka Satheesh +3Large Language Model AdaptationDomain Adaptation

  28. Beyond Semantic Similarity: A Component-Wise Evaluation Framework for Medical Question Answering Systems with Health Equity Implications

    Apr 21, 2026Abu Noman Md Sakib, Md. Main Oddin Chisty, Zijie ZhangMedical Question AnsweringMulti-Dimensional Evaluation

  29. Towards Modality-Agnostic Medical Image Anomaly Detection: A Training-Free Manifold Refinement Approach

    Apr 21, 2026Pritam Kar, Gouri Lakshmi S, Saptarshi BejMedical ImagingAnomaly Score

  30. Finding New Connections between Concepts from Medline Database Incorporating Domain Knowledge

    Apr 21, 2026Yang Weikang, Chowdhury S. M. Mazharul Hoque, Jin WeiBiomedicalMedical Domain

  31. Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports

    Apr 21, 2026Yishu Wei, Yi Lin, Adam Flanders +2Radiology Report GenerationClinical Reasoning

  32. CXRMate-2: Structured Multimodal Temporal Embeddings and Tractable Reinforcement Learning for Clinically Acceptable Chest X-ray Radiology Report Generation

    Apr 21, 2026Aaron Nicolson, Elizabeth J. Cooper, Hwan-Jin Yoon +7Chest X-Ray Report GenerationRadiology Report Generation

  33. LLMs for Cardiovascular Risk Prediction from Structured Clinical Data

    Apr 21, 2026Jeba Maliha, Md Rafiul KabirClinical PredictionCardiometabolic Risk

  34. REVEAL: Multimodal Vision-Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction

    Apr 20, 2026Seowung Leem, Lin Gu, Chenyu You +2Retinal ImagingAlzheimer

  35. Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling

    Apr 20, 2026Andrew Wang, Ellie Pavlick, Ritambhara SinghMultimodal Clinical DataMissing Modalities

  36. A multimodal and temporal foundation model for virtual patient representations at healthcare system scale

    Apr 20, 2026Andrew Zhang, Tong Ding, Sophia J. Wagner +8Electronic Health Record Foundation ModelsMultimodal Clinical Data

  37. Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support

    Apr 20, 2026Eranga Bandara, Asanga Gunaratna, Ross Gore +9Mental HealthTrustworthy Medical Artificial Intelligence

  38. Can LLM-Generated Text Empower Surgical Vision-Language Pre-training?

    Apr 20, 2026Chengan Che, Chao Wang, Jiayuan Huang +2Medical Vision-Language ModelsMultimodal Pretraining

  39. RePrompT: Recurrent Prompt Tuning for Integrating Structured EHR Encoders with Large Language Models

    Apr 20, 2026Arya Hadizadeh Moghaddam, Drew Ross, Mohsen Nayebi Kerdabadi +2Electronic Health RecordsLongitudinal Patient Records

  40. Prior-Fitted Functional Flow: In-Context Generative Models for Pharmacokinetics

    Apr 19, 2026César Ojeda, Niklas Hartung, Wilhelm Huisinga +6Drug-Drug InteractionsPatient Trajectories

  41. STEP-PD: Stage-Aware and Explainable Parkinson's Disease Severity Classification Using Multimodal Clinical Assessments

    Apr 19, 2026Md Mezbahul Islam, John Michael Templeton, Christian Poellabauer +1ParkinsonSeverity

  42. PBSBench: A Multi-Level Vision-Language Framework and Benchmark for Hematopathology Whole Slide Image Interpretation

    Apr 19, 2026Yuanlong Wang, Weichi Chen, Adrian Rajab +4Digital PathologyWhole-Slide Image Analysis

  43. T-DuMpRa: Teacher-guided Dual-path Multi-prototype Retrieval Augmented framework for fine-grained medical image classification

    Apr 19, 2026Zixuan Tang, Shen ZhaoFine-Grained PerceptionLearnable Prototypes

  44. PsychBench: Auditing Epidemiological Fidelity in Large Language Model Mental Health Simulations

    Apr 19, 2026Patrick KeoughMental HealthSimulated Patients

  45. When Background Matters: Breaking Medical Vision Language Models by Transferable Attack

    Apr 19, 2026Akash Ghosh, Subhadip Baidya, Sriparna Saha +1Medical Vision-Language ModelsRecent Vision-Language Models

  46. Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA

    Apr 19, 2026Alberto Testoni, Iacer CalixtoLarge Language Model ReliabilityMedical Question Answering

  47. MedPRMBench: A Fine-grained Benchmark for Process Reward Models in Medical Reasoning

    Apr 19, 2026Lingyan Wu, Xiang Zheng, Weiqi Zhai +5Clinical ReasoningReasoning Benchmark

  48. Beyond the Basics: Leveraging Large Language Model for Fine-Grained Medical Entity Recognition

    Apr 19, 2026Nwe Ni Win, Jim Basilakis, Steven Thomas +6Biomedical EntityElectronic Health Record Foundation Models

  49. DREAM: Dynamic Retinal Enhancement with Adaptive Multi-modal Fusion for Expert Precision Medical Report Generation

    Apr 19, 2026Nagur Shareef Shaik, Teja Krishna Cherukuri, Dong Hye YeRetinal ImagingMedical Vision-Language Models

  50. Persona-Based Requirements Engineering for Explainable Multi-Agent Educational Systems: A Scenario Simulator for Clinical Reasoning Training

    Apr 19, 2026Weibing Zheng, Laurah Turner, Jess Kropczynski +3End-To-End Agentic SystemExplainability

  51. If Only My CGM Could Speak: A Privacy-Preserving Agent for Question Answering over Continuous Glucose Data

    Apr 18, 2026Yanjun Cui, Ali Emami, Temiloluwa Prioleau +1Continuous Glucose MonitoringTrustworthy Medical Artificial Intelligence

  52. Multimodal Fusion of Histopathology Images and Electronic Health Records for Early Breast Cancer Diagnosis

    Apr 18, 2026Aditya Shribhagwan Khandelwal, Mohammad Samar Ansari, Asra AslamDigital PathologyMultimodal Clinical Data

  53. The Provenance Gap in Clinical AI: Evidence-Traceable Temporal Knowledge Graphs for Rare Disease Reasoning

    Apr 18, 2026Md Shamim Ahmed, Maja Dusanic, Moritz Nikolai Kirschner +4Clinical ReasoningRare Disease

  54. Conditional Evidence Reconstruction and Decomposition for Interpretable Multimodal Diagnosis

    Apr 18, 2026Shaowen Wan, Yanjun Lv, Lu Zhang +5Multimodal Clinical Data

  55. Evaluating Multimodal LLMs for Inpatient Diagnosis: Real-World Performance, Safety, and Cost Across Ten Frontier Models

    Apr 18, 2026Bruce A. Bassett, Amy Rouillard, Sitwala Mundia +8Multimodal Clinical DataDiagnostic Benchmark

  56. Unified Ultrasound Intelligence Toward an End-to-End Agentic System

    Apr 18, 2026Chen Ma, Yunshu Li, Junhu Fu +3UltrasoundMultimodal Clinical Data

  57. Bias-constrained multimodal intelligence for equitable and reliable clinical AI

    Apr 18, 2026Cheng Li, Weijian Huang, Jiarun Liu +6Multimodal Clinical DataMedical Vision-Language Models

  58. OC-Distill: Ontology-aware Contrastive Learning with Cross-Modal Distillation for ICU Risk Prediction

    Apr 18, 2026Zhongyuan Liang, Junhyung Jo, Hyang-Jung Lee +2Intensive Care UnitInternational Classification Of Disease Codes

  59. LLM-Extracted Covariates for Clinical Causal Inference: Rethinking Integration Strategies

    Apr 18, 2026Lei Liu, Jialin Chen, Kathy MacropolCausal InferencesMimic-Iv Datasets

  60. CT Open: An Open-Access, Uncontaminated, Live Platform for the Open Challenge of Clinical Trial Outcome Prediction

    Apr 17, 2026Jianyou Wang, Youze Zheng, Longtian Bao +11Clinical PredictionPrognostics