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A tutorial and project demonstrating LoRA fine-tuning of Qwen3-1.7B on AMD MI300X using ROCm for clinical question answering, providing a CUDA-free alternative for medical AI development.
DeepER-Med introduces an agentic AI framework for evidence-based medical research with explicit evidence appraisal criteria and a new benchmark dataset (DeepER-MedQA) of 100 expert-curated medical questions, demonstrating superior performance over production platforms with clinical validation on real-world cases.
WiseMind is a knowledge-guided multi-agent framework that uses LLMs for psychiatric diagnosis by combining a "Reasonable Mind" agent for evidence-based logic with an "Emotional Mind" agent for empathetic communication, achieving 85.6% diagnostic accuracy on simulated and real patient interactions. The framework leverages DSM-5 structured knowledge graphs to reduce hallucinations and outperforms single-agent baselines by 15-54 percentage points while maintaining clinical soundness and psychological support.
OpenAI Academy releases healthcare use case guides with prompt templates for clinical workflows including diagnostic testing, differential diagnosis, care planning, and patient documentation. Designed to assist healthcare professionals in leveraging AI for clinical decision-making.
MIT researchers have developed PULSE-HF, a deep learning model that predicts whether heart failure patients will experience worsening left ventricular ejection fraction within a year using electrocardiograms. The model, published in Lancet eClinical Medicine, could help clinicians prioritize high-risk patients and reduce unnecessary hospital visits in both well-resourced and low-resource clinical settings.
OpenAI launches OpenAI for Healthcare, a suite of enterprise products including ChatGPT for Healthcare and API solutions designed to support HIPAA-compliant AI adoption across healthcare organizations. The offering features healthcare-optimized GPT-5 models, evidence-based retrieval with citations, policy integration, and workflow automation tools already deployed at major institutions like Stanford Medicine and UCSF.