Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 51,031 to 51,040 of 225,062 articles

Bridging the Gap: Towards a Standardized Framework for Evaluating mHealth and AI-Enabled Health Applications.

Studies in health technology and informatics
Mobile health (mHealth) applications and AI-enabled health applications are expanding rapidly, yet their evaluation remains fragmented and inconsistent. Numerous frameworks exist, but none are universally adopted, leaving patients, clinicians, and po... read more 

From Silos to Synergy: Mapping the Adoption and Interoperability Gaps of Clinical AI in Canadian Healthcare.

Studies in health technology and informatics
Artificial intelligence (AI) is increasingly integrated into clinical workflows worldwide, yet in Canada its adoption remains fragmented, unevenly distributed, and siloed within acute care and diagnostic imaging. To address the absence of a pan-Canad... read more 

Building Ontario's Health AI: A Learning System Approach.

Studies in health technology and informatics
Artificial intelligence (AI) is advancing rapidly in Ontario's health system, yet adoption remains uneven due to limited governance and system-wide learning structures. This paper examines ten AI governance frameworks against OECD principles and asse... read more 

Establishing an Artificial Intelligence Sandbox for Diagnostic Imaging in Ontario.

Studies in health technology and informatics
Ontario faces persistent diagnostic imaging (DI) challenges, which includes fragmented implementation of Artificial Intelligence (AI) solutions. The Canadian Association of Radiologists (CAR) has emphasized the need for freely available, modality-spe... read more 

Responsible AI in Canadian Healthcare: Evaluation Frameworks, Challenges, and Policy Directions.

Studies in health technology and informatics
Artificial intelligence (AI) is transforming healthcare through advances in imaging, predictive analytics, and workflow optimization. However, its adoption raises concerns about fairness, transparency, accountability, and equity. Canada, with its str... read more 

Empowering Alzheimer's and Related Dementia Prevention Through Primary Care Using Responsible AI: A Pilot Walk-in Memory Sync Booth.

Studies in health technology and informatics
Alzheimer's disease and related dementias (ADRD) remain underdiagnosed early due to reliance on costly, invasive, and time-intensive assessments, prompting development of the Memory Sync Booth, an AI-assisted walk-in screening tool for older adults. ... read more 

Scaling Responsible Medical Text Retrieval Across Silos: Evaluating Small Language Models with Retrieval-Augmented Generation.

Studies in health technology and informatics
This study evaluates small language models with FAISS and Dynamic Top-k for diabetes-focused medical text retrieval, with all-mpnet-base-v2 performing best and FAISS (FAISS Facebook AI Similarity Search) maintaining sub-2 ms latency even at tenfold s... read more 

AI Co-Scientists Move to the Front Lines of Cancer Research.

Cancer discovery
Artificial intelligence systems are beginning to function as "co-scientists" in cancer research, generating drug candidates, prioritizing immunotherapy targets, and guiding experimental design. Emerging platforms now extend beyond analysis and hypoth... read more 

Large-Scale Histological Image Dataset with Metadata for Colorectal Cancer Microenvironment.

Scientific data
The pronounced heterogeneity of the tumor microenvironment (TME) in colorectal cancer (CRC) presents major obstacles in accurately predicting patient outcomes and tailoring treatment responses. Deciphering this intricate microenvironment based on his... read more