A review of supportive computational approaches for neurological disorder identification

D Meedeniya, I Rubasinghe - Interdisciplinary approaches to …, 2020 - igi-global.com
At present there is a growth of physical symptoms with psychological overlays, resulting in
neurodevelopment disorders, where both psychiatrist and medical specialties work in …

Associations between macrolide antibiotics prescribing during pregnancy and adverse child outcomes in the UK: population based cohort study

H Fan, R Gilbert, F O'Callaghan, L Li - Bmj, 2020 - bmj.com
Objective To assess the association between macrolide antibiotics prescribing during
pregnancy and major malformations, cerebral palsy, epilepsy, attention deficit hyperactivity …

Data harnessing to nurture the human mind for a tailored approach to the child

SC Misra, K Mukhopadhyay - Pediatric Research, 2023 - nature.com
Big data in pediatrics is an ocean of structured and unstructured data. Big data analysis
helps to dive into the ocean of data to filter out information that can guide pediatricians in …

Automated neuroscience decision support framework

ID Rubasinghe, DA Meedeniya - Deep Learning Techniques for Biomedical …, 2020 - Elsevier
Psychophysiological chronic disorders lead to both physical disorders and emotional
factors, such as anxiety and stress. This requires patients to live under medical treatments …

Estimating Underdiagnosis of Covid-19 with Nowcasting and Machine Learning–Experience from Brazil

LP Garcia, AV Gonçalves, MP Andrade, LA Pedebôs… - medRxiv, 2020 - medrxiv.org
Background Brazil has the second largest COVID-19 number of cases, worldly. Even so,
underdiagnosis in the country is massive. Nowcasting techniques have helped to overcome …

Estimating underdiagnosis of COVID-19 with nowcasting and machine learning

LP Garcia, AV Gonçalves, MP Andrade… - Revista Brasileira de …, 2021 - SciELO Brasil
Objective: To analyze the underdiagnosis of COVID-19 through nowcasting with machine
learning in a Southern Brazilian capital city. Methods: Observational ecological design and …

A systematic review on machine learning approaches in cerebral palsy research

A Nahar, S Paul, MJ Saikia - PeerJ, 2024 - peerj.com
Background This review aims to explore advances in the field of cerebral palsy (CP)
focusing on machine learning (ML) models. The objectives of this study is to analyze the …

Análise da generalização de algoritmos de machine learning e suas aplicações na otimização de decisões em saúde

MF Borba - 2023 - teses.usp.br
A utilização de algoritmos de inteligência artificial tem crescido rapidamente nos últimos
anos, aumentando o seu potencial de aplicação em saúde pública. Algoritmos de machine …

[PDF][PDF] Regulation of Glutamate Transport and Inflammation in Newborn Brain Injuries

S Pregnolato - 2021 - core.ac.uk
Background: Newborn brain injury is the leading cause of childhood neurodisability,
including cerebral palsy (CP). Cystic periventricular leukomalacia (cPVL) selectively affects …

Adverse paediatric outcomes of macrolide antibiotics treatment in pregnancy

H Fan - 2020 - discovery.ucl.ac.uk
Background: Over the last 20 years, concerns have been raised about rare but serious
adverse outcomes associated with macrolide use during pregnancy. Currently there was no …