Artificial Intelligence Medical Compendium

Anomaly detection in time series data is crucial across various applications. To enhance detection performance, imputation techniques, which follow a scheme of observed point selection  →  masked value estimation  →  anomaly determination, have been ... read more 

BACKGROUND: Advance care planning (ACP) is a process that enables individuals to discuss future health care decisions before they become seriously ill or unable to communicate. Artificial intelligence (AI) has demonstrated promising outcomes in facil... read more 

In this article, we review a class of neuro-mimetic computational models that we place under the label of spiking predictive coding. Specifically, we review the general framework of predictive processing in the context of neurons that emit discrete a... read more 

PURPOSE: To objectively quantify the motion paths of surgical instruments during cataract surgery across a resident's training, identifying patterns of skill acquisition and proficiency development. DESIGN: An n = 1 panel study. SUBJECTS: One ophthal... read more 

The Accreditation Council for Graduate Medical Education (ACGME) recently conducted their 10-year specialty-specific revision of the colon and rectal surgery program requirements. During this process, leaders in our field began to hypothesize what tr... read more 

BACKGROUND: Tibial plateau fractures represent a diverse group of intra-articular injuries that can be difficult to detect and characterize on initial imaging. The aim of the present study was to develop an artificial intelligence (AI) diagnostic too... read more 

BACKGROUND: The integration of artificial intelligence (AI) in orthopaedics and sports medicine (OSM) has transformed clinical practice and scientific inquiry. However, the increasing reliance on AI raises critical concerns regarding transparency, et... read more 

Sleep disorders, like insomnia and sleep apnea, affect millions globally and negatively impact health and well-being. Traditional barriers such as geographic location, cost, limited specialists, lack of awareness of sleep disorders, and stigma have r... read more 

Transitions of care, such as intrahospital handoffs and hospital discharge, are high-risk periods for adverse events like medication errors and diagnostic delays, often stemming from communication lapses and care fragmentation. Evidence-based strateg... read more 

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