Electronic Health Records

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 2026-09-21

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.

Inside this field

Focused directions

747 papers

Latest in Electronic Health Records

Browse all topics →
CardsList

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

    Apr 22, 2026John Xiang, Rohith Ravindranath, Sophia Y. WangInterpretable Diabetic Retinopathy GradingElectronic Health Records

  2. Federated Learning over Blockchain-Enabled Cloud Infrastructure

    Apr 21, 2026Saloni Garg, Amit Sagtani, Kamal Kant HiranFederated LearningCloud

  3. MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support

    Apr 21, 2026Yusuf Kesmen, Fay Elhassan, Jiayi Ma +7Clinical Decision SupportLarge Language Model Decision-Making

  4. Biomedical systems biology workflow orchestration and execution with PoSyMed

    Apr 21, 2026Simon Süwer, Zoe Chervontseva, Kester Bagemihl +3Scientific WorkflowsReal-World Clinical Workflows

  5. 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

  6. Diagnosable ColBERT: Debugging Late-Interaction Retrieval Models Using a Learned Latent Space as Reference

    Apr 21, 2026François RemyClinical NotesBert-Based Models

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

    Apr 21, 2026Yang Weikang, Chowdhury S. M. Mazharul Hoque, Jin WeiClinical Notes

  8. LLMs for Cardiovascular Risk Prediction from Structured Clinical Data

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

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

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

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

    Apr 20, 2026Andrew Zhang, Tong Ding, Sophia J. Wagner +8Multimodal Clinical DataMultimodal Foundation Model

  11. MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline

    Apr 20, 2026Jiyao Liu, Jianghan Shen, Sida Song +19Clinical ReasoningUnified Evaluation

  12. 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

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

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

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

    Apr 19, 2026Alberto Testoni, Iacer CalixtoBenchmarking Large Language ModelsGender

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

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

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

    Apr 19, 2026Nwe Ni Win, Jim Basilakis, Steven Thomas +6Medical OntologyClinical Notes

  17. 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 +3Requirements EngineeringExplainability

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

    Apr 18, 2026Aditya Shribhagwan Khandelwal, Mohammad Samar Ansari, Asra AslamMammographyComputational Pathology

  19. 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 NotesRare Disease

  20. From Clinical Intent to Clinical Model: Autonomous Coding-Agents for Clinician-driven AI Development

    Apr 18, 2026Zihao Zhao, Frederik Hauke, Juliana De Castilhos +4Coding AgentsArtificial Intelligence Models

  21. 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 DataLarge Language Model Performance

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

    Apr 18, 2026Chen Ma, Yunshu Li, Junhu Fu +3UltrasoundReal-World Clinical Workflows

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

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

  24. 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 PredictionOutcome

  25. A Multimodal and Explainable Machine Learning Approach to Diagnosing Multi-Class Ejection Fraction from Electrocardiograms

    Apr 17, 2026Catherine Ning, Yu Ma, Cindy Beini Wang +4Electrocardiogram ClassificationPediatric-Adult Electrocardiogram Alignment

  26. Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models

    Apr 16, 2026Sicong Chang, Yidan Shen, Justina Varghese +7Clinical PredictionRespiratory Sound Classification

  27. Blinded Multi-Rater Comparative Evaluation of a Large Language Model and Clinician-Authored Responses in CGM-Informed Diabetes Counseling

    Apr 16, 2026Zhijun Guo, Alvina Lai, Emmanouil Korakas +6Clinical Decision SupportContinuous Glucose Monitoring

  28. Can LLMs Accurately Score Medical Diagnoses and Clinical Reasoning?

    Apr 16, 2026Amy Rouillard, Sitwala Mundia, Linda Camara +8Clinical Decision SupportClinical Reasoning

  29. Beyond Literal Summarization: Redefining Hallucination for Medical SOAP Note Evaluation

    Apr 16, 2026Bhavik Vachhani, Kush Shrisvastava, Pranshu Nema +1Hallucination RateClinical Reasoning

  30. Domain Fine-Tuning FinBERT on Finnish Histopathological Reports: Train-Time Signals and Downstream Correlations

    Apr 16, 2026Rami Luisto, Liisa Petäinen, Tommi Grönholm +5Domain-Adaptation BenchmarkElectronic Health Record Foundation Models

  31. CURA: Clinical Uncertainty Risk Alignment for Language Model-Based Risk Prediction

    Apr 16, 2026Sizhe Wang, Ziqi Xu, Claire Najjuuko +2Clinical PredictionLarge Language Model Uncertainty

  32. Enhancing Mental Health Counseling Support in Bangladesh using Culturally-Grounded Knowledge

    Apr 16, 2026Md Arid Hasan, Azhagu Meena SP, Aditya Khan +6Mental Health SupportCognitive Behavioral Therapy

  33. Predicting Post-Traumatic Epilepsy from Clinical Records using Large Language Model Embeddings

    Apr 16, 2026Wenhui Cui, Nicholas Swingle, Anand A. Joshi +2Interictal Epileptiform DischargesClinical Prediction

  34. Multimodal Ambivalence/Hesitancy Recognition in Videos for Personalized Digital Health Interventions

    Apr 13, 2026Manuela González-González, Soufiane Belharbi, Muhammad Osama Zeeshan +8Affective ComputingHealthcare

  35. Towards Considerate Human-Robot Coexistence: A Dual-Space Framework of Robot Design and Human Perception in Healthcare

    Apr 6, 2026Yuanchen Bai, Zijian Ding, Ruixiang Han +3Human-Robot CollaborationHuman-Centered Framework

  36. CARE: Privacy-Compliant Agentic Reasoning with Evidence Discordance

    Apr 1, 2026Haochen Liu, Weien Li, Rui Song +6HealthcareCare

  37. MOOZY: A Patient-First Foundation Model for Computational Pathology

    Mar 27, 2026Yousef Kotp, Vincent Quoc-Huy Trinh, Christopher Pal +1Pathology Foundation ModelsComputational Pathology

  38. When Consistency Becomes Bias: Interviewer Effects in Semi-Structured Clinical Interviews

    Mar 25, 2026Hasindri Watawana, Sergio Burdisso, Diego A. Moreno-Galván +4Depression DetectionInterviews

  39. Guideline-grounded retrieval-augmented generation for ophthalmic clinical decision support

    Mar 23, 2026Shuying Chen, Sen Cui, Zhong CaoOphthalmologyClinical Reasoning

  40. SCALE:Scalable Conditional Atlas-Level Endpoint transport for virtual cell perturbation prediction

    Mar 18, 2026Shuizhou Chen, Lang Yu, Xueqin Lin +12Single-Cell Perturbation PredictionClinical Prediction

  41. PACE-RAG: Patient-Aware Contextual and Evidence-Constrained RAG for Clinical Drug Recommendation

    Mar 18, 2026Chaeyoung Huh, Hyunmin Hwang, Jung Hwan Shin +3Medication Recommendation FrameworkClinical Reasoning

  42. LLM-MINE: Large Language Model based Alzheimer's Disease and Related Dementias Phenotypes Mining from Clinical Notes

    Mar 14, 2026Mingchen Shao, Yuzhang Xie, Carl Yang +1AlzheimerClinical Notes

  43. A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

    Mar 10, 2026Yoon Jo Kim, Wonyoung Cho, Jongmin Lee +7RadiotherapyFew-Shot Segmentation

  44. HEARTS: Benchmarking LLM Reasoning on Health Time Series

    Feb 25, 2026Sirui Li, Shuhan Xiao, Mihir Joshi +4Clinical ReasoningLarge Language Model Reasoning

  45. A Patient Simulation Framework for Risk Assessment of Conversational Healthcare AI: Evaluation of an Antidepressant Decision Aid

    Feb 11, 2026Md Tanvir Rouf Shawon, Mohammad Sabik Irbaz, Hadeel R. A. Elyazori +6Simulated PatientsClinical Decision Support

  46. Capture Timing-Attention of Events in Clinical Time Series

    Feb 11, 2026Jia Li, Yu Hou, Rui ZhangPatient TrajectoriesTime-Series Classification

  47. An evidence-guided reinforcement learning method to improve psychiatric reasoning in small language models

    Feb 6, 2026Xinxin Lin, Guangxin Dai, Yi Zhong +25Psychiatric ReasoningClinical Reasoning

  48. AI Chatbot Suicide Risk Detection and Response: Human Validation Study of the Open-Source VERA-MH Safety Evaluation

    Feb 4, 2026Kate H. Bentley, Luca Belli, Adam M. Chekroud +7Suicide RiskArtificial Intelligence Safety

  49. MedBeads: An AI-Native Clinical Context Graph Built from Immutable Beads and Reconstructable Clinical Links

    Feb 1, 2026Takahito NakajimaClinical NotesReasoning Graphs

  50. Standardizing Longitudinal Radiology Report Evaluation via Large Language Model Annotation

    Jan 23, 2026Xinyi Wang, Grazziela Figueredo, Ruizhe Li +1Radiology Report GenerationLongitudinal Patient Records

  51. SycoEval-EM: Sycophancy Evaluation of Large Language Models in Simulated Clinical Encounters for Emergency Care

    Jan 23, 2026Dongshen Peng, Yi Wang, Austin Schoeffler +5Large Language Model EvaluationAdherence

  52. Reasoning-Enhanced Rare-Event Prediction with Balanced Outcome Correction

    Jan 23, 2026Vitaly Bulgakov, Alexander TurchinClinical PredictionPrevalence

  53. Reinforcement Learning in the Real World: A Survey of Statistical Challenges and Future Directions

    Jan 21, 2026Asim H. Gazi, Yongyi Guo, Daiqi Gao +3Deep Reinforcement LearningStatistical Inference

  54. Resolving Predictive Multiplicity for the Rashomon Set

    Jan 14, 2026Parian Haghighat, Hadis Anahideh, Cynthia RudinMultimodal ClassificationInterpretable Models

  55. M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding

    Jan 13, 2026Juntao Jiang, Jiangning Zhang, Yali Bi +7Medical Visual Question AnsweringDiagnostic Benchmark

  56. ROOFS: RObust biOmarker Feature Selection

    Jan 8, 2026Anastasiia Bakhmach, Paul Dufossé, Simon Charpigny +4Feature SelectionBiomarker

  57. EpiQAL: Benchmarking Large Language Models in Epidemiological Question Answering and Reasoning

    Jan 6, 2026Mingyang Wei, Dehai Min, Zewen Liu +8Epidemic ForecastingClinical Reasoning

  58. Atlas is Your Perfect Context: One-Shot Customization for Generalizable Foundational Medical Image Segmentation

    Dec 20, 2025Ziyu Zhang, Yi Yu, Simeng Zhu +4Few-Shot Medical Image SegmentationMedical Image Segmentation

  59. JEEVHITAA -- An HCAI Ecosystem to Support Collective Care

    Dec 6, 2025Shyama Sastha Krishnamoorthy Srinivasan, Harsh Pala, Mohan Kumar +1HealthcareCare

  60. Multilingual Medical Reasoning for Question Answering with Large Language Models

    Dec 5, 2025Pietro Ferrazzi, Aitor Soroa, Rodrigo AgerriMultilingual ReasoningClinical Reasoning