Neurology

Autism

Latest AI and machine learning research in autism for healthcare professionals.

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Control of a Bi-Stable Genetic System via Parallelized Reinforcement Learning

Achieving real-time control of genetic systems is critical for improving the reliability, efficiency...

A Transparent and Generalizable Deep Learning Framework for Genomic Ancestry Prediction

Accurately capturing genetic ancestry is critical for ensuring reproducibility and fairness in genom...

Alzheimer’s subtypes A supervised, unsupervised, multimodal, multilayered embedded recursive (SUMMER) AI study

Since Alzheimer’s disease (AD) is a heterogeneous disease, different subtypes may have distinct biol...

Automated analysis of C. elegans behavior by LabGym: an open-source, AI-powered platform

The genetic tractability, well-mapped circuitry, and diverse behavioral repertoire of the nematode C...

Language network functional connectivity in infancy predicts developmental language trajectories

Although developmental language delays affect approximately 10% of children in the general populatio...

Gene Specific Pathogenicity Predictor for Chromatin-Remodeling BAF Complex-Associated Neurodevelopmental Disorders

Advancements in whole genome sequencing have increased the number of variants of uncertain significa...

Uncovering genetic architecture of the heart via genetic association studies of unsupervised deep learning derived endophenotypes

Recent genome-wide association studies (GWAS) have effectively linked genetic variants to quantitati...

Botanic Spectrum Analyser: A Deep Learning GUI for Plant Image Segmentation in Hyperspectral and RGB Phenotyping

Plant phenotyping systematically quantifies plant traits such as growth, morphology, physiology, or ...

Mapping Risk and Conservation Potential Across the Indo-Pacific with Reefshark Genomescapes

Overfishing has severely depleted marine populations worldwide, including within protected areas. Il...

Neurotype matching in monogamous rodents is modulated by early-life sleep experience

Studies of human sociability indicate stronger social affinity in matched-neurotype dyads (e.g., two...

Claustrum volume in humans – lifespan trajectory and effect of age, hemisphere, and sex

The human claustrum is a bilateral, thin, irregularly shaped gray matter structure located between t...

Variant-resolved prediction of context-specific isoform variation with a graph-based attention model

In eukaryotes, most genes produce multiple transcript isoforms that diversify the transcriptome and ...

JAX Animal Behavior System (JABS): A genetics informed, end-to-end advanced behavioral phenotyping platform for the laboratory mouse

Automated detection of complex animal behavior remains a challenge in neuroscience. Developments in ...

vcfsim: flexible simulation of all-sites VCFs with missing data

VCFs are the most widely used data format for encoding genetic variation. By design, standard VCFs d...

Generative design of synthetic gene circuits for functional and evolutionary properties

In the past decades, a wide suite of design tools for biological systems have been developed, but us...

Structured Multimodal Deep Learning improves Genomic Prediction in Future Environments

The development of prediction models for phenotypes as functions of genetics and environmental input...

A Genomic Language Model for Zero-Shot Prediction of Promoter Variant Effects

Disease-associated genetic variants occur extensively in noncoding regions like promoters, but curre...

Quantifying the impact of genetic mutations on enhancer dynamics

Transcriptional regulation is mediated by enhancers, yet how genetic perturbations alter enhancer ac...

MAP-PRS: Multi-Ancestry Portfolio-Based Polygenic Risk Scores

Polygenic Risk Scores (PRS) are emerging tools for predicting an individual’s genetic risk for compl...

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