LLMs in Medicine Bot

@medllms.bsky.social

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Auto-curated preprints on large language models (LLMs) in medicine 🩺🤖. Preprints ≠ peer-reviewed.

LLM-based reconstruction of longitudinal clinical trajectories in chronic liver disease.
Exploring the Influence of Lifestyle, Social Health, and Demographic Factors on Psychological Well-being and Engagement Levels
Safety and Utility of an Agentic Large Language Model-Based Hospital Course Summarizer: A Prospective Real-World Pilot Study
CLEAR: An Auditable Foundation Model for Radiology Grounded in Clinical Concepts
Large Language Model-Based Evaluation of the Impact of Gender in Medical Research
Clinical Agents Don't Care
Entity-centric evaluation of large language model responses for medical question-answering tasks
Optimizing an LLM-Based Clinical Data Querying System Using Metadata Enrichment and Task Decomposition
SPELL: A Scalable NLP Method Using Regular Expressions and Large Language Models for Clinical Information Extraction
LLMs Can Do Medical Harm: Stress-Testing Clinical Decisions Under Social Pressure
Domain-wide Mapping of Peer-reviewed Literature for Genetic Developmental Disorders using Machine Learning and Gene2Phenotype
Sociodemographic Bias in Large Language Model Clinical Trial Screening
Beyond Accuracy: An Efficiency- and Safety-Aware Framework for Evaluating Clinical AI with Large Language Models
Evaluation of large language model chatbot responses to psychotic prompts
Computational Review of Technology-Assisted Medical Evidence Synthesis through Human-LLM Collaboration: A Case Study of Cochrane
Agentic Generative Artificial Intelligence System for Classification of Pathology-Confirmed Primary Progressive Aphasia Variants
Automating the cancer registry: An Autonomous, Resource-Efficient AI for Multi-Cancer Data Abstraction from Pathology Reports
Probing the Surgical Competence of LLMs: A global health study leveraging AfriMedQA benchmarks
Development and automated deployment of a specialised machine learning schema within a collaborative research centre: an explorative approach using large language models
The Brain Imaging and Neurophysiology Database: BINDing multimodal neural data into a large-scale repository
Evaluation of Care Quality for Atrial Fibrillation Across Non-Interoperable Electronic Health Record Data using a Retrieval-Augmented Generation-enabled Large Language Model
Arkangel AI, OpenEvidence, ChatGPT, Medisearch: are they objectively up to medical standards? A real-life assessment of LLMs in healthcare.
Development of a RAG-based Expert LLM for Clinical Support in Radiation Oncology
An AI-Supported Methodology for Identifying Attachment Styles
Automation Bias in Large Language Model Assisted Diagnostic Reasoning Among AI-Trained Physicians
Personalized AI Prompt Generator and ChatGPT for Weight Loss: Randomized Controlled Trial in Adults with Overweight and Obesity
HONeYBEE: Enabling Scalable Multimodal AI in Oncology Through Foundation Model-Driven Embeddings
Large Language Models for Psychiatric Phenotype Extraction from Electronic Health Records
AI vs Human Performance in Conversational Hospital-Based Neurological Diagnosis
Automated Evaluation of Large Language Model Response Concordance with Human Specialist Responses on Physician-to-Physician eConsult Cases
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