Bringing machine learning to research on intellectual and developmental disabilities: taking inspiration from neurological diseases

C Gupta, P Chandrashekar, T Jin, C He… - Journal of …, 2022 - Springer
Abstract Intellectual and Developmental Disabilities (IDDs), such as Down syndrome,
Fragile X syndrome, Rett syndrome, and autism spectrum disorder, usually manifest at birth …

An overview of data integration in neuroscience with focus on Alzheimer's Disease

R Turrisi, M Squillario, G Abate… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
This article represents the first attempt to provide an overview of how to face data integration
as the result of a dialogue between neuroscientists and computer scientists. Indeed, data …

Shanghai autism early development: an integrative Chinese ASD cohort

Y Dai, Y Liu, L Zhang, T Ren, H Wang, J Yu, X Liu… - Neuroscience …, 2022 - Springer
Accepted: 14 May 2022/Published online: 23 June 2022© The Author (s) 2022 6–12 years,
the prevalence of ASD in China was reported to be 0.7% in 2020 [3]. The mission to improve …

Scrutinizing neurodegenerative diseases: decoding the complex genetic architectures through a multi-omics lens

R Cocoș, BO Popescu - Human Genomics, 2024 - Springer
Neurodegenerative diseases present complex genetic architectures, reflecting a continuum
from monogenic to oligogenic and polygenic models. Recent advances in multi-omics data …

High-resolution and multidimensional phenotypes can complement genomics data to diagnose diseases in the neonatal population

T Xiao, X Dong, Y Lu, W Zhou - Phenomics, 2023 - Springer
Advances in genomic medicine have greatly improved our understanding of human
diseases. However, phenome is not well understood. High-resolution and multidimensional …

A Unifying Hypothesis for the Genome Dynamics Proposed to Underlie Neuropsychiatric Phenotypes

GS Gericke - Genes, 2024 - mdpi.com
The sheer number of gene variants and the extent of the observed clinical and molecular
heterogeneity recorded in neuropsychiatric disorders (NPDs) could be due to the magnified …