AI Medical Compendium

Few shots transfer learning for universal SPECT denoising across diverse acquisition protocols.

Physics in medicine and biology Apr 13, 2026

Accelerated Single Photon Emission Computed Tomography (SPECT) imaging, achieved by reducing either the number of projection angles or the acquisition time per angle, enhances clinical workflow efficiency but introduces elevated noise. Although ... read more

Confounding factors in the generalisation of synthetic CT to diagnostic spine MRI.

Physics in medicine and biology Apr 13, 2026

Generalisation of synthetic CT (sCT) generation to diagnostic MRI data in the spine faces many challenges, particularly when aiming at accurate visualisation of pathologies for orthopaedic treatment management. In this study we assessed the effect of... read more

NEW TECHNOLOGY IN SKIN AND FACIAL ANALYSIS: Elevating the Clinical Encounter for Patients and Providers.

Facial plastic surgery : FPS Apr 13, 2026

Aims and Background Aesthetic medicine has undergone remarkable growth, yet the clinical infrastructure supporting the patient encounter has not kept pace with the sophistication of the patients seeking care. Today's aesthetic patient is highly educa... read more

An Explainable Artificial Intelligence Tool (FibroX) for Detecting Advanced Liver Fibrosis in Type 2 Diabetes: Protocol for a Pilot Crossover Trial.

JMIR research protocols Apr 13, 2026

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease is highly prevalent in adults with type 2 diabetes, and advanced fibrosis is its strongest prognostic marker. However, existing noninvasive tools may underperform in diabetes care a... read more

Low-field strength MRI (0.55T) for stereotactic and functional neurosurgery using deep learning-based reconstruction algorithm: Preliminary experiences.

AJNR. American journal of neuroradiology Apr 13, 2026

BACKGROUND: There has been a trend toward exclusive use of high MRI field strength (1.5 T or above) for stereotactic neurosurgery imaging. However, low field strength (0.55 T) MRI may have advantages related to availability, cost, image distortion, a... read more

Modeling Collective Cell Migration in a Data-Rich Age: Challenges and Opportunities for Data-Driven Modeling.

Cold Spring Harbor perspectives in biology Apr 13, 2026

Mathematical modeling has a long history in the context of collective cell migration, with applications throughout development, disease, and regenerative medicine. The aim of modeling in this context is to provide a framework in which to mathematical... read more

Bridging Trials and Real Life in Fixed-Duration BTKi-Venetoclax for CLL: A Delphi-Enhanced Synthesis Incorporating Artificial Intelligence (AI) Benchmarks.

European journal of haematology Apr 13, 2026

BACKGROUND: Optimal patient selection for the most effective BTK inhibitor (BTKi) partner of venetoclax in fixed-duration (FD) BTKi-venetoclax regimens for chronic lymphocytic leukemia (CLL) remains uncertain. This uncertainty largely reflects trial ... read more

Accuracy of deep learning for risk prediction and screening of diabetic foot Ulcers: A systematic review and meta-analysis.

Diabetes research and clinical practice Apr 13, 2026

BACKGROUND: This research sought to systematically estimate the accuracy of deep learning (DL) in diagnosing diabetic foot ulcers (DFUs), thereby providing novel insights for the development and updating of artificial intelligence (AI)-assisted tools... read more

A pipeline towards missing IS-A relationship discovery in the Gene Ontology.

Journal of biomedical informatics Apr 13, 2026

As the Gene Ontology (GO) serves as a foundational resource for biological knowledge, ensuring the completeness of its semantic structure is critically important. In this study, we introduce a novel automated pipeline to identify missing IS-A relatio... read more

AI-based classification of pediatric sagittal skeletal patterns using multi-view facial photographs.

Journal of dentistry Apr 13, 2026

OBJECTIVE: The increasing global demand to assess pediatric skeletal malocclusions poses a growing challenge, as current screening methods are dependent on availability of orthodontists and X-rays, which limits accessibility. This study aimed to deve... read more

Artificial Intelligence Medical Compendium