AI Medical Compendium

High-Throughput Imaging Cytometry paired with Artificial Intelligence Identifies Ultra-Rare Sperm in Men previously Diagnosed with Clinical Azoospermia.

Fertility and sterility Apr 24, 2026

OBJECTIVE: To determine whether a novel diagnostic platform which pairs high-throughput imaging cytometry with Artificial Intelligence (AI) assisted image analysis can identify ultra-rare sperm in ejaculatory samples deemed clinically azoospermic. DE... read more

Real-Time Evaluation of a Large Language Model for Clinical Practice Guideline Development.

Critical care explorations Apr 24, 2026

BACKGROUND: The purpose of this study was to evaluate the capability of a large language model (LLM) for performing each of the steps of clinical practice guideline development from framing a healthcare question to creating the evidence-to-decision f... read more

Systematic review of machine learning and deep learning models for EEG-based detection of depression.

Journal of psychiatric research Apr 24, 2026

OBJECTIVE: Depression is a leading cause of global disability, motivating the development of objective and scalable diagnostic approaches. Quantitative electroencephalography (QEEG) combined with machine learning (ML) and deep learning (DL) technique... read more

The ecological framework of population health - Adding public trust as a forcing factor for U.S. life expectancy and COVID-19 mortality.

Public health in practice (Oxford, England) Apr 24, 2026

OBJECTIVES: What are the factors that set the stage for health status and outcomes in the United States (U.S.)? This complex question is rarely considered in a comprehensive way. The current study employs an artificial intelligence analysis to assess... read more

Prediction of trajectories and outcomes in early-stage metabolic dysfunction-associated steatotic liver disease: a narrative review.

EClinicalMedicine Apr 24, 2026

Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent chronic liver disorder, with manifestations ranging from steatosis to steatohepatitis, advanced fibrosis, cirrhosis, and hepatocellular carcinoma. At all stages, M... read more

Artificial Intelligence for histopathological diagnosis and grading of breast cancer in Ethiopia.

Pathology, research and practice Apr 24, 2026

BACKGROUND: Recent advances in computational pathology enables AI-assisted diagnosis and risk stratification of breast cancer. This advance in technology will reduce the inconsistent reporting of breast cancer grading using Nottingham Histologic grad... read more

From local textures to global attention: a hybrid feature fusion network for skin lesion classification.

Scientific reports Apr 24, 2026

Accurate detection of skin cancer detection using RGB images remains a challenge due to multiple factors including variability in lesion appearance, difference in skin types, and the clinical interpretability of the models. To address these challenge... read more

Multi-sensor and MTConnect dataset of metal cutting anomaly in milling from laboratory and industry settings.

Scientific data Apr 24, 2026

This paper presents the Multi-Sensor and MTConnect (MSM) dataset, an open-access resource for anomaly detection in computer numerical control (CNC) metal milling. The dataset integrates synchronized signals from sound sensors, accelerometers, current... read more

DUSTrack: Semi-automated point tracking in ultrasound videos.

Scientific reports Apr 24, 2026

UNLABELLED: Ultrasound technology enables safe, non-invasive imaging of dynamic tissue behavior, making it a valuable tool in medicine, biomechanics, and sports science. However, accurately tracking tissue motion in B-mode ultrasound remains challeng... read more

Novel RNA transcript signatures for accurate age prediction using RNA profiling.

International journal of legal medicine Apr 24, 2026

Artificial Intelligence Medical Compendium