AI Medical Compendium

Redefining breast cancer: therapeutic opportunities in HER2-low and emerging molecular subtypes.

Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico Jul 21, 2026

Breast cancer classification has undergone significant evolution; however, the long-standing binary model distinguishing HER2-positive from HER2-negative disease is now recognized as overly simplistic and clinically limiting. Emerging evidence suppor... read more

Demonstrating the real-world impact of an artificial intelligence tool in radiology: are we focusing our efforts in the proper direction?

European radiology Jul 21, 2026

DeepPlaque: a scalable multimodal platform for Aβ pathology and cell analysis in Alzheimer's disease.

EMBO molecular medicine Jul 21, 2026

Histological analysis is essential for understanding disease pathology and the microenvironment, particularly in Alzheimer's disease (AD), characterized by beta-amyloid (Aβ) plaques that exist as diffuse, fibrillar, and core species, with distinct to... read more

Identification and validation of an explainable screening model of college students' mental health with therapeutic strategy implications.

Scientific reports Jul 21, 2026

Mental health issues, especially depressive symptoms, among young adults represent a public health challenge. Conventional psychological assessment tools have limited sensitivity and specificity for identifying individuals at risk. This study aims to... read more

Interpretable Machine Learning Model for Predicting Sepsis and Septic Shock Among Patients with Documented Fever at Emergency Department Triage Using Patients' Historical Data.

Journal of medical systems Jul 21, 2026

This study aimed to develop an interpretable machine learning-based scoring system for predicting sepsis and septic shock among febrile patients at emergency department (ED) triage using longitudinal data. This retrospective, single-center study incl... read more

Mandibular Angle Bone Appositions in Bruxism: A Deep Learning-Based Detection and Staging Study.

Journal of imaging informatics in medicine Jul 21, 2026

This study aims to automatically detect, classify, and stage bone apposition changes in the mandibular angle region associated with bruxism using panoramic radiographs. The deep learning-based YOLO11x architecture was implemented to identify and cate... read more

Non-invasive diagnostic evaluation of urinary exosomal let-7c cluster expression in bladder cancer using machine learning approaches.

BMC cancer Jul 21, 2026

BACKGROUND: Bladder cancer (BCa) diagnosis typically relies on invasive cystoscopy, which is effective but costly and uncomfortable. Urinary microRNAs (miRNAs), especially exosomal ones, are promising non-invasive biomarkers due to their stability in... read more

Machine learning-based clinical models for prediction of urinary incontinence after robot-assisted laparoscopic radical prostatectomy.

BMC surgery Jul 21, 2026

OBJECTIVE: To investigate risk factors for urinary incontinence (UI) after robot-assisted laparoscopic radical prostatectomy (RARP) using interpretable machine learning methods, establish and validate a predictive model. METHODS: Clinicopathological ... read more

Digital chameleons of the food environment: an exploratory analysis of the shapeshifting nature of dark kitchens in Australia and their regulatory challenges.

BMC public health Jul 21, 2026

BACKGROUND/AIM: Dark kitchens are food service models that do not have a physical space for patrons and mostly sell through online food delivery services. Due to the low overhead costs and lack of customer facing premises, dark kitchens are transient... read more

A smart vision assistance system designed for the cybathlon 2024 vision assistance race to support individuals with visual impairments.

Journal of neuroengineering and rehabilitation Jul 21, 2026

Individuals with visual impairments continue to face challenges in performing everyday tasks, despite ongoing advances in assistive technologies. In the context of the Cybathlon 2024 Vision Assistance Race, we developed and evaluated a smart vision a... read more

Artificial Intelligence Medical Compendium