AI Medical Compendium

Comment on "Predictors of short-term, relapse-independent progression in multiple sclerosis: A machine learning approach based on clinical data and conventional MRI-derived features".

Journal of the neurological sciences Mar 25, 2026

Cost-effective assessment of effluent COD and total nitrogen using routine online monitoring data: a hybrid deep learning strategy.

Environmental monitoring and assessment Mar 25, 2026

Reliable assessment of effluent chemical oxygen demand (COD) and total nitrogen (TN) is essential for regulatory compliance and operational optimization in wastewater treatment plants (WWTPs). However, conventional laboratory-based assays are costly,... read more

A multiday machine learning framework based on improved-NEQsi for predicting embryo quality and pregnancy outcomes in IVF.

Journal of assisted reproduction and genetics Mar 25, 2026

PURPOSE: Current embryo selection is limited by fragmented morphological assessments, high resource demands of image-based Artificial Intelligence, and inadequate integration of clinical factors. This study aims to establish a unified multi-day asses... read more

Large language models enhance diagnostic reasoning of medical students in rheumatology: a randomized controlled trial.

BMC medical education Mar 25, 2026

Multitask deep learning models for ultrasound image analysis: identification of high-grade serous ovarian cancer and segmentation of tumor regions and intratumoral solid components.

Journal of ovarian research Mar 25, 2026

Diet-microbiota-kidney axis reprogramming: mechanistic insights into microbial metabolite-driven precision nutrition for chronic kidney disease.

Kidney research and clinical practice Mar 25, 2026

Medical nutrition therapy serves as the cornerstone in the management of chronic kidney disease (CKD). While conventional approaches emphasize macronutrient restriction and meal timing adjustments, research highlights the critical mediating role of g... read more

Whole-body magnetic resonance imaging for cancer screening in asymptomatic adults: a multicenter study.

European journal of cancer prevention : the official journal of the European Cancer Prevention Organisation (ECP) Mar 25, 2026

OBJECTIVES: Whole-body MRI is increasingly used for preventive health screening; however, the prevalence and distribution of incidental oncologically relevant findings in asymptomatic individuals remain incompletely characterized. The primary objecti... read more

Association of depression and gastrointestinal diseases: a three-stage study.

Psychological medicine Mar 25, 2026

BACKGROUND: Depression as a mental illness is commonly observed to co-occur with various somatic diseases, such as gastrointestinal diseases. However, previous studies have primarily focused on the risk of mental disorders following physical illnesse... read more

Machine learning-driven single-cell phenotyping in size-controlled microenvironments via parallel deterministic droplet microfluidics.

Lab on a chip Mar 25, 2026

Understanding how individual cells respond to distinct physical microenvironments is critical for mechanobiology, cell therapy, and tissue engineering. Current single-cell encapsulation methods are often limited by Poisson loading and fixed droplet s... read more

TransG4: an interpretable deep-learning approach for sequence-based G-quadruplex prediction.

Physical chemistry chemical physics : PCCP Mar 25, 2026

G-quadruplexes (G4) are non-canonical nucleic acid secondary structures formed in guanine-rich regions and have been shown to regulate diverse cellular processes such as gene expression, DNA replication, and telomere maintenance, with increasing evid... read more

Artificial Intelligence Medical Compendium