AI Medical Compendium

Integrative single-cell and spatial transcriptomics combined with machine learning to discover complement-associated biomarkers in temporal lobe epilepsy with hippocampal sclerosis.

Functional & integrative genomics Jul 16, 2026

Temporal lobe epilepsy with hippocampal sclerosis (TLE-HS) poses significant challenges in therapeutic management. While studies have demonstrated seizure-induced alterations in peripheral immune molecules, the complement system, a central component ... read more

Explainable Machine-Learning Model for Predicting Severe Obstructive Sleep Apnea in Patients Undergoing Metabolic Bariatric Surgery.

Obesity surgery Jul 15, 2026

BACKGROUND: Severe obstructive sleep apnea (SOSA) is associated with an increased risk of perioperative complications in patients undergoing metabolic bariatric surgery. However, polysomnography-based screening remains limited by poor accessibility a... read more

Bouncing back from stress: objective markers of expressive flexibility and resilience in emergency healthcare workers using computer vision.

NPP - digital psychiatry and neuroscience Jul 15, 2026

Healthcare workers (HCWs) in emergency departments face significant mental health risk due to chronic stressors and repeated trauma, yet symptom underreporting and bias in self-reports hinder accurate assessments. Expressive flexibility, the ability ... read more

Hybrid Response Surface-Machine Learning Optimization of Doxorubicin-Loaded Chitosan Nanoparticles.

ACS applied bio materials Jul 15, 2026

Chitosan nanoparticles (CS NPs) are widely explored for drug delivery due to their biocompatibility, biodegradability, and favorable cationic surface properties; however, formulation optimization is often limited by one-factor-at-a-time (OFAT) and tr... read more

Letter to the Editor Re: "Deep learning models for lumbar spinal stenosis on MRI: model comparison and clinical benchmarking" by Lee et al. (Eur Spine J [2026] 35:548-558. DOI: 10.1007/s00586-025-09443-2).

European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society Jul 15, 2026

Machine learning-enhanced 3GPP channel modeling for 5G networks: A vendor-calibrated framework with cross-scenario validation.

PloS one Jul 15, 2026

Accurate channel characterization across diverse propagation environments is foundational to 5G network planning, yet existing machine learning approaches rarely integrate standardized 3GPP frameworks with vendor-specific equipment parameters. This s... read more

Comparison of Super-Resolution Deep-Learning Reconstruction and Hybrid Iterative Reconstruction for Coronary Stent Assessment on CTA: A Prospective Multicenter Study.

AJR. American journal of roentgenology Jul 15, 2026

Background: Conventional deep-learning reconstruction (DLR) CT methods provide noise reduction but limited improvements in spatial resolution. Objective: To compare a novel super-resolution DLR (SR-DLR) algorithm and a hybrid iterative reconstruction... read more

Automated comet assay analysis using YOLOv5-based deep learning.

Technology and health care : official journal of the European Society for Engineering and Medicine Jul 15, 2026

BackgroundThe comet assay is a sensitive and widely used technique for assessing DNA damage at the single-cell level. Despite its advantages, traditional manual scoring methods remain time-consuming, subjective and limited in scalability, posing chal... read more

Predicting preoperative lymph node metastasis of hilar cholangiocarcinoma based on deep learning radiomics.

The ultrasound journal Jul 15, 2026

BACKGROUND: The objective of this study was to evaluate whether deep learning radiomic (DLR) models utilizing B-mode ultrasound (BUS) and contrast-enhanced ultrasound (CEUS) could improve the preoperative prediction of lymph node metastasis (LNM) in ... read more

Current and Novel Biomarkers for Diagnosis and Subtyping of Primary Aldosteronism.

Hypertension (Dallas, Tex. : 1979) Jul 15, 2026

Primary aldosteronism is a common and potentially curable cause of secondary hypertension, yet it remains substantially underdiagnosed. Current diagnostic pathways rely on the aldosterone-to-renin ratio, confirmatory tests, and subtype classification... read more

Artificial Intelligence Medical Compendium