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Longitudinal information extraction from clinical notes in rare diseases: an efficient approach with small language models
Longitudinal information extraction from clinical notes in rare diseases: an efficient approach with small language models
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
MedResearchBench: A Multi-Domain Benchmark for Evaluating AI Research Agents on Clinical Medical Research
MedResearchBench: A Multi-Domain Benchmark for Evaluating AI Research Agents on Clinical Medical Research
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Self-Reported Symptoms Enable Four-Phase Menstrual Cycle Classification with Hormonally Validated Labels
Self-Reported Symptoms Enable Four-Phase Menstrual Cycle Classification with Hormonally Validated Labels
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
DR. INFO at the Point of Care: A Prospective Pilot Study of an Agentic AI Clinical Assistant
DR. INFO at the Point of Care: A Prospective Pilot Study of an Agentic AI Clinical Assistant
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
MedScope: A Lightweight Benchmark of Open-Source Large Language Models for Medical Question Answering
MedScope: A Lightweight Benchmark of Open-Source Large Language Models for Medical Question Answering
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Combining Token Classification With Large Language Model Revision for Age-Friendly 4M Entity Recognition From Nursing Home Text Messages: Development and Evaluation Study
Combining Token Classification With Large Language Model Revision for Age-Friendly 4M Entity Recognition From Nursing Home Text Messages: Development and Evaluation Study
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Governance, Accountability and Post-Deployment Monitoring Preferences for AI Integration in West African Clinical Practice: A Mixed-Methods Study
Governance, Accountability and Post-Deployment Monitoring Preferences for AI Integration in West African Clinical Practice: A Mixed-Methods Study
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Data sharing policies, requirements, and support from public and private clinical trial sponsors: a survey on top sponsors of clinical trials in Europe
Data sharing policies, requirements, and support from public and private clinical trial sponsors: a survey on top sponsors of clinical trials in Europe
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Counterfactual prediction of treatment effects on irregular clinical data using Time-Aware G-Transformers
Counterfactual prediction of treatment effects on irregular clinical data using Time-Aware G-Transformers
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Development and Temporal Evaluation of Multimodal Machine Learning Models to Predict High Inpatient Opioid Exposure
Development and Temporal Evaluation of Multimodal Machine Learning Models to Predict High Inpatient Opioid Exposure
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
A Reproducible Health Informatics Pipeline for Simulating and Integrating Early-Phase Oncology Clinical, Biomarker, and Pharmacokinetic Data for Exploratory Decision-Support Analytics
A Reproducible Health Informatics Pipeline for Simulating and Integrating Early-Phase Oncology Clinical, Biomarker, and Pharmacokinetic Data for Exploratory Decision-Support Analytics
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Corpus for Benchmarking Clinical Speech De-identification
Corpus for Benchmarking Clinical Speech De-identification
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Automated detection of adult autism from vowel acoustics using machine learning
Automated detection of adult autism from vowel acoustics using machine learning
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Med-ICE: Enhancing Factual Accuracy in Medical AI through Autonomous Multi-Agent Consensus
Med-ICE: Enhancing Factual Accuracy in Medical AI through Autonomous Multi-Agent Consensus
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Enhancing Medical Knowledge in Large Language Models via Supervised Continued Pretraining on Clinical Notes
Enhancing Medical Knowledge in Large Language Models via Supervised Continued Pretraining on Clinical Notes
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Multi-Task Learning and Soft-Label Supervision for Psychosocial Burden Profiling in Cancer Peer-Support Text
Multi-Task Learning and Soft-Label Supervision for Psychosocial Burden Profiling in Cancer Peer-Support Text
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Citation Hallucination Determines Success: An Empirical Comparison of Six Medical AI Research Systems
Citation Hallucination Determines Success: An Empirical Comparison of Six Medical AI Research Systems
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
CD276 in Meningioma Transcriptomic Classification: Internal Development, External Validation, and Stability-Informed Interpretation
CD276 in Meningioma Transcriptomic Classification: Internal Development, External Validation, and Stability-Informed Interpretation
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Reproducibility and Robustness of Large Language Models for Mobility Functional Status Extraction
Reproducibility and Robustness of Large Language Models for Mobility Functional Status Extraction
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Electronic Health Record-Based Estimation of Kansas City Cardiomyopathy Questionnaire Scores in Heart Failure
Electronic Health Record-Based Estimation of Kansas City Cardiomyopathy Questionnaire Scores in Heart Failure
medRxiv - the preprint server for biology, operated by openRxiv, a nonprofit organization dedicated to advancing scientifi...
Leveraging electronic health records for atrial fibrillation cohort generation
Leveraging electronic health records for atrial fibrillation cohort generation
Cohort selection and eligibility screening are critical in clinical research, especially in trials where manual patient ma...
Retrieval augmented large language model system for comprehensive drug contraindications
Retrieval augmented large language model system for comprehensive drug contraindications
The versatility of large language models (LLMs) has been explored across various sectors, but their application in healthc...
Inter-clinician diagnostic agreement of shock etiology: a multicenter observational study
Inter-clinician diagnostic agreement of shock etiology: a multicenter observational study
We sought to (1) quantify lack of inter-clinician diagnostic agreement of shock etiology and (2) predict patients without ...
Protein–protein interaction extraction enhanced by entity semantic representation
Protein–protein interaction extraction enhanced by entity semantic representation
Aiming to address key challenges in biomedical text mining, this paper proposes a protein–protein interaction (PPI) ...
Healthcare utilization and chronic condition clusters in multimorbidity patients using weighted k-means: a register-based study in Denmark
Healthcare utilization and chronic condition clusters in multimorbidity patients using weighted k-means: a register-based study in Denmark
The growing burden of multimorbidity challenges the healthcare system due to increased healthcare utilization and uncoordi...
HeteroMed: a heterogeneous graph knowledge-enhanced model for medication recommendation
HeteroMed: a heterogeneous graph knowledge-enhanced model for medication recommendation
Medication recommendation aims to generate treatment regimens that balance efficacy and safety based on patients’ hi...
Consistent explainable image quality assessment for medical imaging
Consistent explainable image quality assessment for medical imaging
Medical image quality assessment is crucial, as poor-quality images can lead to misdiagnosis. Manual quality labeling is t...
Large language models and conditional rules in clinical decision support systems
Large language models and conditional rules in clinical decision support systems
Clinical Decision Support Systems (CDSS) improve patient outcomes and support sustainable health services by enhancing med...
Machine learning models for volume and weight estimation in breast reconstruction planning
Machine learning models for volume and weight estimation in breast reconstruction planning
Accurate estimation of breast volume and weight is critical for post-mastectomy reconstruction. Existing methods are frequ...
Optimizing ED patient disposition predictions through clinical narratives with advanced pre-trained language models
Optimizing ED patient disposition predictions through clinical narratives with advanced pre-trained language models
Timely identification of febrile patients requiring hospitalization remains a significant challenge in Emergency Departmen...
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