AI Medical Compendium

Chronic oil pollution in small ports: A review of the role and potential of AUVs.

Marine pollution bulletin Feb 14, 2026

Chronic oil pollution in small ports are typically low-level, repeated, and long-lasting, making them difficult to monitor with conventional approaches. Autonomous Underwater Vehicles (AUVs) provide a mobile means of high-resolution in-situ observati... read more

Personalized sepsis mortality prediction: An interpretable machine learning nomogram.

Clinics (Sao Paulo, Brazil) Feb 14, 2026

PURPOSE: Sepsis remains a major cause of mortality in ICU patients, requiring accurate prognostic tools for optimal management. This study aimed to develop and validate an interpretable machine learning-based nomogram for predicting in-hospital morta... read more

Agreement between digitally predicted and clinically verified occlusal contacts in computer-aided design and computer-aided manufacture (CAD-CAM) occlusal devices: A cross-sectional study.

The Journal of prosthetic dentistry Feb 14, 2026

STATEMENT OF PROBLEM: The growing adoption of digital workflows and artificial intelligence (AI)-assisted design has revolutionized occlusal device fabrication, offering improved precision, efficiency, and reproducibility. However, the clinical relia... read more

Deep learning-based object detection of dental implant systems in panoramic and periapical radiographs.

The Journal of prosthetic dentistry Feb 14, 2026

STATEMENT OF PROBLEM: The manual identification of dental implant systems on radiographs is time-consuming, operator-dependent, and prone to diagnostic inaccuracies, particularly for patients where clinical documentation is lacking. The increasing va... read more

Deep learning for histopathological diagnosis of esophageal squamous cell carcinoma in biopsies: A multicenter analysis.

Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver Feb 14, 2026

BACKGROUND: Esophageal squamous cell carcinoma (ESCC) is a major cause of cancer mortality in Asia, where histopathological diagnosis of endoscopic biopsy specimens remain challenging. METHODS: To address this challenge, we developed an AI-based ESCC... read more

Development and external validation of a machine learning model for predicting in-hospital mortality in acute liver failure.

Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver Feb 14, 2026

BACKGROUND: Acute liver failure (ALF) is a rapidly progressive and life-threatening condition that requires accurate risk stratification. Existing prognostic tools have limited sensitivity and generalizability. This study aimed to develop and externa... read more

Corrigendum to "Integrated bioinformatics and machine learning deciphering IL12RB2 and FYN as key immune biomarkers in brucellosis" [Int. Immunopharmacol. 173 (2026) 116268].

International immunopharmacology Feb 14, 2026

Corrigendum to "Deep learning in fetal, infant, and toddler neuroimaging research"[Dev. Cognit. Neurosci. (2026), 101680].

Developmental cognitive neuroscience Feb 14, 2026

HCFNet: A heterogeneous frequency bands coupling CNN for enhanced short-time fast response in motor imagery decoding.

Journal of neuroscience methods Feb 14, 2026

BACKGROUND: Motor imagery signals encompass a broad range of frequency components, and frequency band decomposition can improve the precision of frequency-domain features, helping the model focus on task-relevant information. However, existing method... read more

Sheep face identification using multi-model deep learning evaluation and ensemble learning.

Annals of anatomy = Anatomischer Anzeiger : official organ of the Anatomische Gesellschaft Feb 14, 2026

BACKGROUND: The individual identification of sheep is critically important for herd management, health monitoring, and record accuracy. The limitations of traditional identification methods-such as ear tags, markings, and Radio Frequency Identificati... read more

Artificial Intelligence Medical Compendium