AIMC Topic: Medical Informatics
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FuseLinker: Leveraging LLM's pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs.
Journal of biomedical informatics
Sep 24, 2024
OBJECTIVE: To develop the FuseLinker, a novel link prediction framework for biomedical knowledge graphs (BKGs), which fully exploits the graph's structural, textual and domain knowledge information. We evaluated the utility of FuseLinker in the graph...
Exploring the Impact of GitHub Copilot on Health Informatics Education.
Applied clinical informatics
Sep 13, 2024
BACKGROUND: The use of artificial intelligence-driven code completion tools, particularly the integration of GitHub Copilot with Visual Studio, has potential implications for Health Informatics education, particularly for students learning SQL and P...
Prompt Engineering Paradigms for Medical Applications: Scoping Review.
Journal of medical Internet research
Sep 10, 2024
BACKGROUND: Prompt engineering, focusing on crafting effective prompts to large language models (LLMs), has garnered attention for its capabilities at harnessing the potential of LLMs. This is even more crucial in the medical domain due to its specia...
Advancing Chinese biomedical text mining with community challenges.
Journal of biomedical informatics
Aug 27, 2024
OBJECTIVE: This study aims to review the recent advances in community challenges for biomedical text mining in China.
Informatics-driven solutions for optimal care delivery in liver transplantation.
Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society
Aug 26, 2024
Clinical informatics, which combines health information technology and clinical expertise, aims to improve health care delivery and outcomes. For candidates and recipients of liver transplants, the complexities of their management are vast. Care ofte...
Advancing geospatial preconception health research in primary care through medical informatics and artificial intelligence.
Health & place
Aug 15, 2024
Established life course approaches suggest that health status in adulthood can be influenced by events that occurred during the prenatal developmental period. Yet, interventions such as diet and lifestyle changes performed during pregnancy have had a...
Evaluating Artificial Intelligence in Clinical Settings-Let Us Not Reinvent the Wheel.
Journal of medical Internet research
Aug 7, 2024
Given the requirement to minimize the risks and maximize the benefits of technology applications in health care provision, there is an urgent need to incorporate theory-informed health IT (HIT) evaluation frameworks into existing and emerging guideli...
Recommendations to promote fairness and inclusion in biomedical AI research and clinical use.
Journal of biomedical informatics
Jul 15, 2024
OBJECTIVE: Understanding and quantifying biases when designing and implementing actionable approaches to increase fairness and inclusion is critical for artificial intelligence (AI) in biomedical applications.
Improving biomedical Named Entity Recognition with additional external contexts.
Journal of biomedical informatics
Jun 11, 2024
OBJECTIVE: Biomedical Named Entity Recognition (bio NER) is the task of recognizing named entities in biomedical texts. This paper introduces a new model that addresses bio NER by considering additional external contexts. Different from prior methods...
Report of the HIMSS-SIIM Enterprise Imaging Community Data Standards Evaluation Workgroup: Anatomic Ontology Assessment.
Journal of imaging informatics in medicine
Jun 10, 2024
Previously, the lack of a standard body part ontology has been identified as a critical deficiency needed to enable enterprise imaging. This whitepaper aims to provide a comprehensive assessment of anatomical ontologies with the aim of facilitating e...
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