AI Medical Compendium

LOINC-Related Clinical Terminology Management in an Academic Medical Center Using Human in the Loop Machine Learning.

Applied clinical informatics May 22, 2026

OBJECTIVE: Many institutions have reported poor mapping of laboratory results to Logical Observation Identifiers Names and Codes (LOINC). A human in the loop machine learning approach for clinical terminology management may help. METHODS: Since 2002 ... read more

Beyond the digital health tsunami: reaffirming biomedical and health informatics as the scientific foundation of digital healthcare transformation.

BMJ health & care informatics May 22, 2026

Digital health (DH) has emerged as the dominant terminology for technology-enabled healthcare, reshaping institutional discourse, educational programmes and policy agendas. DH is often portrayed as a novel discipline that could supersede Biomedical a... read more

Rising prevalence of drone attacks in warfare and terrorism and the implications for medical management of major incidents.

BMJ military health May 22, 2026

As drone technology advances, the likelihood of their use in terrorism increases. The emergence of artificial intelligence-controlled drone swarms and ability to carry alternative payloads poses significant challenges and risks to civilians and emerg... read more

Predicting intracranial angioplasty failure using vessel wall MRI habitat radiomics and deep learning: a multicenter study.

Journal of neurointerventional surgery May 22, 2026

BACKGROUND: Primary balloon angioplasty (PBA) is a promising strategy for symptomatic intracranial atherosclerotic stenosis but carries the risk of procedural failure due to dissection or elastic recoil. Accurate preoperative risk stratification rema... read more

AI assisted detection of large vessel occlusion on non-contrast CT: multinational validation and reader study.

Journal of neurointerventional surgery May 22, 2026

OBJECTIVE: Early detection of large vessel occlusion (LVO) on non-contrast CT (NCCT) could accelerate stroke triage, but NCCT based artificial intelligence (AI) algorithms lack multinational validation and evidence of impact on clinician performance.... read more

Artificial intelligence in radiography education: Opportunity, challenge and professional responsibility.

Radiography (London, England : 1995) May 22, 2026

Estimated glucose disposal rate and triglyceride-glucose index jointly predict mortality in advanced cardiovascular-kidney-metabolic syndrome.

Obesity research & clinical practice May 22, 2026

OBJECTIVE: Advanced cardiovascular-kidney-metabolic (CKM) syndrome carries substantial mortality risk, yet the independent and joint prognostic roles of insulin resistance-related markers-estimated glucose disposal rate (eGDR) and triglyceride-glucos... read more

Postoperative computed tomography segmentation with artificial intelligence for a closed-loop workflow in computer-assisted jaw reconstruction.

International journal of oral and maxillofacial surgery May 22, 2026

Postoperative computed tomography (CT) segmentation provides invaluable information for reconstruction verification, follow-up treatment, education, and patient communication, while it remains the most challenging task due to gross anatomical variati... read more

Preoperative Risk Assessment of Adrenal Metastases in a Multicenter Study: Development of a Robust Federated Learning Model.

Academic radiology May 22, 2026

RATIONALE AND OBJECTIVES: In clinical practice, the preoperative risk assessment of adrenal metastases versus benign adrenal lesions carries a substantial risk of misdiagnosis. The artificial intelligence technology holds promise for reducing misdiag... read more

Trust by design: Crossing the chasm between clinical AI/ML innovation and practice.

Journal of the National Medical Association May 22, 2026

Clinical artificial intelligence (AI) and machine learning (ML) have advanced rapidly, yet few systems achieve sustained use in routine clinical care. This innovation-practice gap reflects not a lack of model performance, but persistent failures in v... read more

Artificial Intelligence Medical Compendium