AI Medical Compendium

Machine learning-based prediction of carbohydrate productivity in continuous cultivation of Chlorella vulgaris.

Bioresource technology Jan 21, 2026

Predicting carbohydrate productivity in continuous microalgae cultivation systems remains a significant technical challenge due to the non-linear nature of metabolic pathways under multiple stresses. This study applied Machine Learning (ML) models to... read more

Comparative Analysis of Muscle Coordination Patterns During Squatting in Trained and Untrained Individuals.

Journal of applied biomechanics Jan 21, 2026

Squatting, a closed-kinetic chain exercise, requires the complex coordination of multiple muscles. However, the differences in muscle coordination patterns between individuals with varying levels of exercise proficiency remain unclear. This study aim... read more

Deep Learning-Based Classification of Slit-Lamp Photograph Quality in Microbial Keratitis.

Ophthalmology science Jan 21, 2026

OBJECTIVE: Microbial keratitis (MK) is one of the leading causes of blindness in low- and middle-income countries that often requires timely diagnosis and subsequent treatment. Literature has shown that poor-quality slit-lamp photos (SLPs) can negati... read more

Identification of antihypertensive, antidiabetic, and antioxidant peptides derived from hydrolysates of dairy white wastewaters containing milk proteins using machine learning insights.

Food research international (Ottawa, Ont.) Jan 21, 2026

Dairy white wastewater (WW), a by-product of industrial cleaning processes, contains residual milk proteins that can be enzymatically converted into bioactive peptides. In this study, WW proteins were hydrolyzed using four enzymes, pepsin, trypsin, t... read more

Generative Artificial Intelligence-Enabled Saliency Analysis of Eye Tracking in Cerebral/Cortical Visual Impairment (SET-CVI).

Ophthalmology science Jan 21, 2026

PURPOSE: Children with cerebral/cortical visual impairment (CVI) have neurological conditions that impact visual pathways in the brain, leading to deficits in both lower- and higher-order visual function that can be challenging to measure, especially... read more

BrinjalFruitX: A field-collected image dataset for machine learning and deep learning-based disease identification in brinjal fruits.

Data in brief Jan 21, 2026

Brinjal (Solanum melongena) or eggplant is one of the four most essential vegetable crops that are grown in Bangladesh and contribute significantly to the agricultural industry of the country. Brinjal supports the livelihood of numerous small farmers... read more

Data-Driven Design and Fabrication of Heat-Resistant, Ultrastrong, Lightweight Aluminum-Based Entropy Alloy by Additive Manufacturing.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Jan 21, 2026

Additive manufacturing (AM) of heat-resistant high-strength aluminum (Al) alloys for load-bearing components faces a fundamental dichotomy: traditional high-strength compositions suffer from hot cracking, while printable alloys lack sufficient high-t... read more

Smart evaluation of tea quality: machine learning-assisted SERS for white tea vintage authentication and grade classification.

Food chemistry Jan 21, 2026

Traditional sensory evaluation methods for tea-relying on empirical experience, visual colorimetry, and subjective taste perception-suffer from irreproducible inter-rater variability and inability to quantify bioactive markers, thus failing to establ... read more

An anatomical hotspot for striatal dopamine-acetylcholine interactions during reward and movement

bioRxiv Jan 21, 2026

Dopamine (DA) and acetylcholine (ACh) are key neuromodulators that regulate striatal circuits underlying movement and reinforcement learning. Evidence suggests that DA and ACh systems interact, but where and how interactions are expressed across stri... read more

neuroscience

Pain-regulation circuitry as a predictor of chronic pain phenotypes