Neurology

Autism

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

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Data-Driven Early Prediction of Cerebral Palsy Using AutoML and interpretable kinematic features

Early identification of cerebral palsy (CP) remains a major challenge due to the reliance on expert ...

Comparative Medical Ecology of Gut Microbiomes in Major Neurodegenerative, Neurodevelopmental, and Psychiatric (NNP) Disorders

This study provides a comprehensive medical ecology analysis of gut microbiome alterations in four n...

Data-driven consideration of genetic disorders for global genomic newborn screening programs

Over 30 international studies are exploring newborn sequencing (NBSeq) to expand the range of geneti...

Genetic variants risk assessment for Long QT Syndrome through machine learning and multielectrode array recordings

Long QT syndrome (LQTS) is a life-threatening genetic disorder characterized by prolonged QT interva...

EIRsurvival: Deep Learning-based time-to-event analysis on high-dimensional genotype and multi-omics data

Time-to-event data in disease occurrence is often right-censored, requiring survival models for accu...

Analysis of genetic overlap between inborn errors of immunity and neurodevelopmental disorders

Inborn errors of immunity (IEI), formerly known as primary immune deficiencies (PID), are a group of...

Genetic Architecture and Risk Prediction of Gestational Diabetes Mellitus in over 116,144 Chinese Pregnancies

Gestational diabetes mellitus (GDM), a heritable metabolic disorder and the most common pregnancy-re...

Encoding of pretrained large language models mirrors the genetic architectures of human psychological traits

Recent advances in large language models (LLMs) have prompted a frenzy in utilizing them as universa...

Finding the Forest in the Trees: Using Machine Learning and Online Cognitive and Perceptual Measures to Predict Adult Autism Diagnosis

Traditional subjective measures are limited in the insight they provide into underlying behavioral d...

Patient-centered Evaluation of AI Answers to Genetic Counseling Questions

The growing use of large language models for health communication raises important questions about p...

Early Detection of Autism Spectrum Disorder in Children Using Different Machine Learning Algorithms

Autism spectrum disorder(ASD) is a neurological condition marked by impaired communication abilities...

The gSOS Polygenic Score is Associated with Bone Density and Fracture Risk in Childhood

The polygenic risk score genetic quantitative ultrasound speed of sound (gSOS) was developed using m...

Towards a diagnostic test for sporadic ALS utilising deep learning and SNP microarrays

A variety of common and rare genetic factors have been implicated in the development of amyotrophic ...

Deciphering epistatic genetic regulation of cardiac hypertrophy

Although genetic variant effects often interact non-additively, strategies to uncover epistasis rema...

Federated Learning for the pathogenicity annotation of genetic variants in multi-site clinical settings

Rare diseases collectively affect 5% of the population. However, fewer than 50% of rare disease pati...

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