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. A Causal Foundation Model for Structure and Outcome Prediction

    Jun 25, 2026Max Zhu, Martino Mansoldo, Ching-Hao Wang +1Causal Foundation ModelsCausal Reasoning

  2. Knowledge-augmented Agentic AI for Mental Health Medication Information Seeking

    Jun 24, 2026Huizi Yu, Jian Liu, Wenkong Wang +10Medication Recommendation FrameworkPsychiatric Reasoning

  3. Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

    Jun 24, 2026Nathan Painchaud, Tristan Habémont, Morgane des Ligneris +6Cardiometabolic RiskCoronary Angiography

  4. KG-TRACE: A Neuro-Symbolic Framework for Mechanistic Grounding in Antimicrobial Resistance Prediction

    Jun 24, 2026Naman Garg, Sarika Jain, Sourav Yadav +4GenomicsClinical Prediction

  5. Cross-Attention Multimodal Learning for Predicting Response to Neoadjuvant Imatinib in Gastrointestinal Stromal Tumors: A Multicenter Retrospective Study

    Jun 24, 2026Fariba Tohidinezhad, Douwe J. Spaanderman, Natalia Oviedo Acosta +14Colorectal CancerClinical Prediction

  6. Hybrid-IR: Dual-Path Hybrid Retrieval with Iterative Reasoning for Complex Medical Question Answering

    Jun 24, 2026Sheng Wan, Jiahui Zhang, Zicheng Zhao +1Clinical ReasoningRetrievers

  7. Transition-Aware best-of-N sampling for Longitudinal Chest X-ray Reports

    Jun 23, 2026Halil Ibrahim Gulluk, Max Van Puyvelde, Wim Van Criekinge +1Chest X-RayRadiology Report Generation

  8. BCoughBench: Benchmarking Respiratory Acoustic Foundation Models Under Body-Coupled Wearable Sensor Conditions

    Jun 23, 2026Mayur Sanap, Prasanna Desikan, Edgar LobatonRespiratory Sound ClassificationWearable Devices

  9. The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing

    Jun 23, 2026Eileanor LaRocco, Sarah Tan, Adarsh Subbaswamy +4Medication Recommendation FrameworkClinical Decision Support

  10. A specialized reasoning large language model for accelerating rare disease diagnosis: a randomized AI physician assistance trial

    Jun 23, 2026Haichao Chen, Songchi Zhou, Zhengyun Zhao +28Rare DiseaseClinical Reasoning

  11. Female-RHINO: A Real-Time Scanner-Integrated Framework for Automated Quantitative Uterine MRI Analysis and Structured Reporting

    Jun 23, 2026Deepak Bhatia, Saad Ahmad, Smiti Tripathy +7Magnetic Resonance ImagingReal-World Clinical Workflows

  12. PORTER: Language-Grounded Event Representations for Portable Structured EHR Foundation Models

    Jun 23, 2026Lin Lawrence Guo, Adam Paul Yan, Emily Vettese +1Electronic Health Record Foundation ModelsElectronic Health Records

  13. Federated Survival Analysis in Healthcare: A Multi-Model Evaluation on Cross-Institutional Heterogeneous Breast Cancer Data

    Jun 22, 2026Natalia Moreno-Blasco, Anusha Ihalapathirana, Pekka Siirtola +1Survival AnalysisTime-To-Event Data

  14. Development and Design of FLKit: A Structured Onboarding Toolkit for Federated Learning in Health and Life Sciences

    Jun 22, 2026Ashkan Pirmani, Ilse Vermeulen, Goran Vinterhalter +7Federated LearningPrivacy-Preserving Framework

  15. EHR-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning

    Jun 22, 2026Yitong Qiao, Lei Liu, Yue Shen +4Clinical ReasoningDiagnostic Benchmark

  16. Explainable AI for Mental Health Prediction in Drug-Affected Populations with Dragonfly Algorithm and GAN Oversampling

    Jun 22, 2026Ahnaf Atef Choudhury, Shahriar Siddique Ayon, Md. Ebrahim Hossain +1Mental HealthClinical Prediction

  17. VISTA Architect: A graph database-oriented health AI system demonstrated in multidisciplinary tumor boards

    Jun 21, 2026Tuomo Kiiskinen, Jason Fries, Philip Adamson +7Electronic Health RecordsClinical Notes

  18. Efficient Multimodal Clinical Question Answering for Pulmonary Embolism Risk Assessment

    Jun 21, 2026Xiangyuan Xue, Yang Yu, Yan Gao +5Multimodal Clinical DataElectronic Health Records

  19. Old Fictions, New Skins: Evaluating the Manipulative Capabilities of LLMs in Healthcare

    Jun 20, 2026Gathoni Ireri, Roger D. OdipoHealthcareTreatment

  20. Cohort-Anchored Foundation Models for Electronic Health Records: From Risk Scores to Auditable Peer Cohorts

    Jun 20, 2026Kaiping ZhengElectronic Health Record Foundation ModelsElectronic Health Records

  21. Clinical Term Extraction using Open-Source Small Language Models

    Jun 19, 2026Noah Marchal, William E. Janes, Mihail Popescu +1Clinical NotesSmall Language Models

  22. Evaluating Document-Tuned Transformer Representations for Person-level Mental Health Assessment

    Jun 19, 2026Aaron Marker, Oscar Kjell, Vasudha Varadarajan +1Mental HealthElectronic Health Record Foundation Models

  23. Predicting High-Risk Colorectal Polyps in African Americans Using Pre-Colonoscopy Clinical Features: Machine Learning Model Development and Temporal Validation

    Jun 19, 2026Basheer Qolomany, Mrinalini Deverapall, Adeyinka Laiyemo +5ColonoscopyColorectal Cancer

  24. A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening

    Jun 19, 2026Jingchen Ye, Yanpei Yu, Luyao ZhangClinical ReasoningMulti-Agent Large Language Model Systems

  25. Machine Learning Classification of Cryopathy Syndromes: A Comprehensive Comparative Study

    Jun 18, 2026Nataliya Shakhovska, Valentyna Chopyak, Ivan Izonin +1Cross ValidationClinical Decision Support

  26. Beyond Accuracy: Measuring Logical Compliance of Predictive Models

    Jun 18, 2026Guillaume Olivier Delplanque, Pierre Genevès, Nabil Layaïda +1Clinical PredictionReward-Prediction Error

  27. MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization

    Jun 18, 2026Aueaphum AueawatthanaphisutMultimodal Clinical DataClinical Reasoning

  28. Prompt, Plan, Extract: Zero-Shot Agentic LLMs Workflows for Lung Pathology Extraction from Clinical Narratives

    Jun 18, 2026Aman Pathak, Cheng Peng, Mengxian Lyu +8Medical Report GenerationClinical Notes

  29. Before the Labels: How Dataset Construction Shapes Suicidality Detection in Clinical Text

    Jun 17, 2026Priyanshi Garg, Ishita Rao, Jieqiong Ding +1Suicide RiskElectronic Health Records

  30. Understanding Key Features of Time Series Foundation Models from Epidemic Forecasting

    Jun 17, 2026Alireza Jafari, Judy Fox, Geoffrey C. Fox +2Time Series Foundation ModelsEpidemic Forecasting

  31. Insulin4RL: Real-Time Insulin Management in the Intensive Care Unit for Offline Reinforcement Learning

    Jun 17, 2026Thomas Frost, Steve HarrisIntensive Care UnitOffline Reinforcement Learning

  32. Language Models as Interfaces, Not Oracles: A Hybrid LLM-ML System for Pediatric Appendicitis

    Jun 17, 2026Soheyl Bateni, Maryam AbdolaliClinical Decision SupportOracles

  33. A Clinician-Centered Pipeline for Annotation and Evaluation in Ultrasound AI Studies

    Jun 17, 2026Fangyijie Wang, Jianjun Yu, Wentao Shi +4UltrasoundClinical Decision Support

  34. ChronoSurv: A Clinical Pathway-Guided Graph Framework for Multimodal Survival Analysis

    Jun 17, 2026Hugo Miccinilli, Theo Di PiazzaSurvival PredictionsPatient Trajectories

  35. Context-Aware Optimization of Follow-Up Intervals for Type 2 Diabetes Care Using Markov Decision Processes

    Jun 17, 2026Parisa Lotfibagha, Kristen Miller, William J. Gallagher +2Patient Trajectories

  36. Better Adherence, Richer Context: A Field Evaluation of LLM-Powered Conversational Voice Diaries for Sleep

    Jun 17, 2026Amama Mahmood, Bokyung Kim, Honghao Zhao +4SleepAdherence

  37. Evaluation of Medical Vision Language Models HuluMed and MedGemma, and general purpose chatbots Gemma 3, ChatGPT Plus, and Claude Pro on real previously unseen wound images

    Jun 16, 2026Yunzhe Xue, Mohammed Saim Ahmed Quadri, Neal Panse +2Multimodal Wound AnalysisMedical Vision-Language Models

  38. PSyGenTAB: A Privacy-Preserving Framework for Synthetic Clinical Tabular Data Generation via Constrained Optimization

    Jun 16, 2026Arshia Ilaty, Hossein Shirazi, Manasi Chitale +5Synthetic Tabular DataPrivacy-Preserving Framework

  39. Measurement noise limits the advantage of nonlinear models over linear models in biomedical prediction

    Jun 16, 2026Marc-Andre Schulz, Kerstin RitterLogistic RegressionClinical Prediction

  40. Learning Cardiac Electrophysiology Digital Twins Through Agentic Discovery of Hybrid Structure

    Jun 16, 2026Ziqi Zhou, Yubo Ye, Sumeet Atul Vadhavka +2Cardiac MotionElectronic Health Record Foundation Models

  41. Agentic AI Enhances Physician Trust in Clinical Decision Making

    Jun 16, 2026Zhiling Yan, Zhe Fang, David J King +10Clinical Decision Support

  42. When Multiple Scripts Matter: Evaluating ASR in Clinical Settings

    Jun 16, 2026Jean Seo, Minkyu Kim, Jeonguk Lee +3Multilingual Automatic Speech RecognitionLlm-Based Automatic Speech Recognition

  43. The Slop Paradox: How Synthetic Standardization Erodes Clinical Uncertainty and Cross-Modal Alignment in AI-Rewritten Radiology Reports

    Jun 16, 2026Samar AnsariRadiology Report GenerationClinical Notes

  44. AIPatient Arena: EHR-grounded evaluation of large language models in end-to-end clinical consultation workflows

    Jun 16, 2026Jiahui Niu, Huizi Yu, Wenkong Wang +11Large Language Model EvaluationReal-World Clinical Workflows

  45. A Machine-Learned Comorbidity Index

    Jun 16, 2026Suleman Baloch, Kishlay Jha, Alberto M. Segre +2Electronic Health Records

  46. Treatment Response Optimized Clinical Decision Support AI System via Digital Twin Simulation

    Jun 16, 2026Xinyu Qin, Anil K. Sood, Ruiheng Yu +3Digital Twin FrameworkClinical Decision Support

  47. Can Physician Expertise Improve Machine Learning Identification of Delirium?

    Jun 16, 2026Xinyu Qin, Vicky Ye, Ruiheng Yu +1Clinical Decision SupportInterpretable Models

  48. Bayesian Inference and Decision Audits for Public Archives of Frontier AI Evaluations

    Jun 15, 2026Yanan LongAlgorithm AuditingLeaderboard

  49. Compositional Reasoning Depth Predicts Clinical AI Failure: Empirical Evidence Consistent with Transformer Compositionality Limits in Electronic Health Record Question Answering

    Jun 15, 2026Sanjay BasuClinical ReasoningCompositionality

  50. Medical world models: representing medical states, modelling clinical dynamics and guiding intervention policies

    Jun 15, 2026Ke Liu, Mengxuan Li, Yanyi Bao +4World ModelsClinical

  51. The Critical Role of Model Selection in Causal Inference: A Comparative Analysis of Classification Models within the InferBERT Framework for Pharmacovigilance

    Jun 15, 2026Csaba Kiss, Roland Molontay, Gabriele PergolaCausal InferencesModel Selection

  52. Medical Heuristic Learning: An LLM-Driven Framework for Interpretable and Auditable Clinical Decision Rules

    Jun 15, 2026Wei Xu, Ke Yang, Gang Luo +4Clinical Decision SupportInterpretable Models

  53. Teaching agentic AI to generalize expert diagnostic reasoning in rare diseases

    Jun 15, 2026Minh-Ha Nguyen, Erica Gray, Bryce A. Schuler +16Rare DiseaseClinical Reasoning

  54. PVminerLLM2: Improving Structured Extraction of Patient Voice via Preference Optimization

    Jun 15, 2026Samah Fodeh, Linhai Ma, Ganesh Puthiaraju +7Large Language Model PipelinesToken-Level Uncertainty

  55. Beyond the Blood Draw: Explainable Machine Learning for Non-Invasive Dysglycemia Risk Screening

    Jun 14, 2026Black Sun, Chenyi Zhang, Kaiyi Ji +1Hypoglycemia ClassificationClinical Prediction

  56. Trusting Right Predictions for Wrong Reasons: A LIME Based Analysis of Deep Learning Interpretability in Lung Cancer Diagnosis

    Jun 14, 2026Samarpan Poudel, Vladislav D VekslerNon-Small Cell Lung CancerModel Interpretability

  57. DeepRoot: A KG-Coordinated Multi-Agent System for Therapeutic Reasoning over Historical Medical Texts

    Jun 14, 2026Zijian Carl Ma, Sean J. Wang, Sijbren Kramer +1Biomedical Knowledge GraphClinical Reasoning

  58. Hierarchical Modeling of ICD Codes in EHR Foundation Models

    Jun 13, 2026Megha Thukral, Dong Gyun Kang, Rudra Pratap Singh +3Electronic Health Record Foundation ModelsInternational Classification Of Disease Codes

  59. ReportQA: QA-Based Radiology Report Evaluation

    Jun 13, 2026Yiming Shi, Shaoshuai Yang, Xi Chen +10Radiology Report GenerationReport

  60. ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM Reasoning

    Jun 12, 2026Sicheng Yang, Hangjie Yuan, Wenjun Zhang +5Clinical ReasoningHallucinations