Deep learning with image-based autism spectrum disorder analysis: A systematic review

MZ Uddin, MA Shahriar, MN Mahamood… - … Applications of Artificial …, 2024 - Elsevier
Autism spectrum disorder (ASD) is a collection of neuro-developmental disorders associated
with social, communicational, and behavioral difficulties. Early detection thereof is necessary …

Identification of autism in children using static facial features and deep neural networks

KK Mujeeb Rahman, MM Subashini - Brain Sciences, 2022 - mdpi.com
Autism spectrum disorder (ASD) is a complicated neurological developmental disorder that
manifests itself in a variety of ways. The child diagnosed with ASD and their parents' daily …

Efficient machine learning models for early stage detection of autism spectrum disorder

M Bala, MH Ali, MS Satu, KF Hasan, MA Moni - Algorithms, 2022 - mdpi.com
Autism spectrum disorder (ASD) is a neurodevelopmental disorder that severely impairs an
individual's cognitive, linguistic, object recognition, communication, and social abilities. This …

A comparison of machine learning techniques for the detection of type-2 diabetes mellitus: Experiences from bangladesh

MJ Uddin, MM Ahamad, MN Hoque, MAA Walid… - Information, 2023 - mdpi.com
Diabetes is a chronic disease caused by a persistently high blood sugar level, causing other
chronic diseases, including cardiovascular, kidney, eye, and nerve damage. Prompt …

Facial recognition for disease diagnosis using a deep learning convolutional neural network: a systematic review and meta-analysis

X Kong, Z Wang, J Sun, X Qi, Q Qiu… - Postgraduate Medical …, 2024 - academic.oup.com
Background With the rapid advancement of deep learning network technology, the
application of facial recognition technology in the medical field has received increasing …

Deep learning algorithms to identify autism spectrum disorder in children-based facial landmarks

H Alkahtani, THH Aldhyani, MY Alzahrani - Applied Sciences, 2023 - mdpi.com
People with autistic spectrum disorders (ASDs) have difficulty recognizing and engaging
with others. The symptoms of ASD may occur in a wide range of situations. There are …

Deep learning approach for screening autism spectrum disorder in children with facial images and analysis of ethnoracial factors in model development and …

A Lu, M Perkowski - Brain Sciences, 2021 - mdpi.com
Autism spectrum disorder (ASD) is a developmental disability that can cause significant
social, communication, and behavioral challenges. Early intervention for children with ASD …

Empirical study of autism spectrum disorder diagnosis using facial images by improved transfer learning approach

MS Alam, MM Rashid, R Roy, AR Faizabadi, KD Gupta… - Bioengineering, 2022 - mdpi.com
Autism spectrum disorder (ASD) is a neurological illness characterized by deficits in
cognition, physical activities, and social skills. There is no specific medication to treat this …

Discriminative few shot learning of facial dynamics in interview videos for autism trait classification

N Zhang, M Ruan, S Wang, L Paul… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Autism is a prevalent neurodevelopmental disorder characterized by impairments in social
and communicative behaviors. Possible connections between autism and facial expression …

An integrated statistical and clinically applicable machine learning framework for the detection of autism spectrum disorder

MJ Uddin, MM Ahamad, PK Sarker, S Aktar, N Alotaibi… - Computers, 2023 - mdpi.com
Autism Spectrum Disorder (ASD) is a neurological impairment condition that severely
impairs cognitive, linguistic, object recognition, interpersonal, and communication skills. Its …