AI Medical Compendium

Automated identification of Retinogeniculate Visual Pathway based on Multiscale Point Cloud Fusion Model Network (MSPF-Net).

NeuroImage Apr 21, 2026

The Retinogeniculate Visual Pathway (RGVP) is one of the primary neural pathways responsible for transmitting visual signals from the retina to the lateral geniculate nucleus. Accurate and complete identification of the RGVP is crucial for advancing ... read more

Long-term forecasting of water quality and algal dynamics in riverine systems using advanced physicochemical-informed machine learning models.

The Science of the total environment Apr 21, 2026

Monitoring water quality in riverine ecosystems is vital for safeguarding public health and maintaining environmental sustainability. Although data-driven modeling approaches have enhanced the ability to forecast chlorophyll-a (Chl-a) and orthophosph... read more

A generative AI framework unifies human multi-omics to model aging, metabolic health, and intervention response.

Cell metabolism Apr 21, 2026

Understanding aging and complex diseases requires diverse data, ranging from molecular profiles to imaging and routine clinical tests. However, most multi-omic datasets measure only a subset of modalities and are confounded by batch effects. Here, we... read more

Artificial intelligence-powered automatic tooth segmentation from cone-beam computed tomography for the fabrication of surgical splints.

International journal of oral and maxillofacial surgery Apr 21, 2026

This cross-sectional study explored the feasibility of artificial intelligence (AI)-powered tooth segmentation from cone-beam computed tomography (CBCT) for surgical splint fabrication. Digitized plaster models (0.2 mm offset) served as the reference... read more

Machine Learning-Assisted Optimization Framework for Single-Element Transcranial Focused Ultrasound Transducer Design for Deep Brain Neuromodulation in Mice.

Ultrasound in medicine & biology Apr 21, 2026

BACKGROUND: Transcranial focused ultrasound (t-FUS) is an emerging noninvasive neuromodulation technique with high spatial precision and deep brain penetration. Due to skull-induced attenuation and acoustic aberrations, precise stimulation of deep br... read more

Prevalence of Lipoprotein(a) Testing in Patients With Atherosclerotic Cardiovascular Disease Within a Large Australian Cardiology Network.

Heart, lung & circulation Apr 21, 2026

BACKGROUND: Increased lipoprotein(a) (Lp[a]) is a genetically determined causal risk factor for atherosclerotic cardiovascular disease (ASCVD). Historically, Lp(a) testing has been uncommon in Australia. This study aims to assess the prevalence and t... read more

Multimodal brain imaging-based classification of functional constipation subtypes using machine learning.

Journal of affective disorders Apr 21, 2026

Functional constipation (FC) is a common gastrointestinal condition often accompanied by anxiety and depression status (FCAD). Gastrointestinal symptoms in FCAD patients are not fully resolved with medication, and the responses to treatment can diffe... read more

Comment on: Prediction of 9 Artificial Intelligence-based Intraocular Lens Power Calculation Formulas in Long Caucasian Eyes.

American journal of ophthalmology Apr 21, 2026

Leveraging machine learning and ten-cities observations to disentangle emission and meteorological controls on secondary inorganic aerosols in China.

Environmental pollution (Barking, Essex : 1987) Apr 21, 2026

Secondary inorganic aerosols ((NH4)2SO4 and NH4NO3) play a crucial role in air pollution and climate change, yet the differences in the key drivers and dominant mechanisms governing their formation under China's complex regional backgrounds remain un... read more

Online surveys, a breakthrough in research, especially in nutrition and food sciences.

Clinical nutrition ESPEN Apr 21, 2026

BACKGROUND: Technological advancements and widespread internet connectivity have fundamentally transformed data collection across academic disciplines. Traditional methods are increasingly being replaced by online surveys, driven by their capacity fo... read more

Artificial Intelligence Medical Compendium