Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
Sep 1, 2025
Uncertainty estimation methods are essential for the application of artificial intelligence (AI) models in medical image segmentation, particularly in addressing reliability and feasibility challenges in clinical deployment. Despite their significanc...
OBJECTIVES: To evaluate the predictive performance of artificial intelligence (AI) methods using pre-treatment PET-based imaging for outcome prediction in lymphoma through a systematic review and meta-analysis.
TOPIC: Epiretinal membrane (ERM) can impair central vision by forming a pre-retinal fibrous layer on the inner retina. Artificial intelligence (AI)-based tools may streamline ERM diagnosis, but their overall performance and factors affecting accuracy...
OBJECTIVE: This study aimed to evaluate the diagnostic performance of an artificial intelligence (AI)-based platform (Diagnocat) in detecting periapical radiolucencies (PARLs) in cone-beam computed tomography (CBCT) scans of molars. Specifically, we ...
Academic medicine : journal of the Association of American Medical Colleges
Sep 1, 2025
In 1989, the World Wide Web was proposed as a practical solution to connect scientists globally. That innovation later transformed how knowledge was accessed and shared across all sectors, including health care and education. While initially met with...
Academic medicine : journal of the Association of American Medical Colleges
Sep 1, 2025
Persistent geographic and specialty-based disparities in health care workforce distribution have created critical gaps in rural health care access, resulting in disproportionate morbidity and mortality in underserved communities. This commentary exam...
Academic medicine : journal of the Association of American Medical Colleges
Sep 1, 2025
There is broad agreement that the cognitive abilities of generative artificial intelligence (GAI) technologies are existential opportunities for medical education, threatening to reshape both the clinical practice environment and the nature of learni...
Academic medicine : journal of the Association of American Medical Colleges
Sep 1, 2025
Artificial intelligence (AI) is rapidly evolving and increasingly being integrated into health care. Medical students and residents must develop a foundational understanding of AI's applications and implications for their education and training, prof...
Academic medicine : journal of the Association of American Medical Colleges
Sep 1, 2025
Generative artificial intelligence (AI), including large language models (LLMs), is rapidly transforming health care delivery, yet medical education remains unprepared to harness its potential or mitigate its risks. While AI holds immense potential t...
OBJECTIVE: Artificial intelligence (AI) is increasingly used in dental research for diagnosis, treatment planning, and disease prediction. However, many dental AI studies lack methodological rigor, transparency, or reproducibility, and no dedicated p...
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