Autism spectrum disorder detection using facial images: A performance comparison of pretrained convolutional neural networks

I Ahmad, J Rashid, M Faheem, A Akram… - Healthcare …, 2024 - Wiley Online Library
Autism spectrum disorder (ASD) is a complex psychological syndrome characterized by
persistent difficulties in social interaction, restricted behaviours, speech, and nonverbal …

Classification of Alzheimer disease using DenseNet-201 based on deep transfer learning technique

MK Awang, J Rashid, G Ali, M Hamid, SF Mahmoud… - Plos one, 2024 - journals.plos.org
Alzheimer's disease (AD) is a brain illness that causes gradual memory loss. AD has no
treatment and cannot be cured, so early detection is critical. Various AD diagnosis …

Bayesian‐Edge system for classification and segmentation of skin lesions in Internet of Medical Things

S Naseem, M Anwar, M Faheem… - Skin Research and …, 2024 - Wiley Online Library
Background Skin diseases are severe diseases. Identification of these severe diseases
depends upon the abstraction of atypical skin regions. The segmentation of these skin …

Depression detection with machine learning of structural and non‐structural dual languages

F Rehmani, Q Shaheen, M Anwar… - Healthcare …, 2024 - Wiley Online Library
Depression is a serious mental state that negatively impacts thoughts, feelings, and actions.
Social media use is rapidly growing, with people expressing themselves in their regional …

AML‐Net: Attention‐based multi‐scale lightweight model for brain tumour segmentation in internet of medical things

M Zeeshan Aslam, B Raza, M Faheem… - CAAI Transactions on …, 2024 - Wiley Online Library
Brain tumour segmentation employing MRI images is important for disease diagnosis,
monitoring, and treatment planning. Till now, many encoder‐decoder architectures have …

Evidence for the gut‐skin axis: Common genetic structures in inflammatory bowel disease and psoriasis

J Guo, Q Luo, C Li, H Liang, Q Cao, Z Li… - Skin Research and …, 2024 - Wiley Online Library
Background Inflammatory bowel disease (IBD) and psoriasis (Ps) are common immune‐
mediated diseases that exhibit clinical comorbidity, possibly due to a common genetic …

A new deep neuro-fuzzy system for Lyme disease detection and classification using UNet, Inception, and XGBoost model from medical images

SV Priyan, S Dhanasekaran, PV Karthick… - Neural Computing and …, 2024 - Springer
Lyme disease, caused by a bacterium transmitted through the bite of an infected tick, is often
misdiagnosed due to its similarity to other conditions like drug rash. This research introduces …

Enhancing assisted diagnostic accuracy in scalp psoriasis: A Multi‐Network Fusion Object Detection Framework for dermoscopic pattern diagnosis

H Ji, J Li, X Zhu, L Fan, W Jiang… - Skin Research and …, 2024 - Wiley Online Library
Background Dermoscopy is a common method of scalp psoriasis diagnosis, and several
artificial intelligence techniques have been used to assist dermoscopy in the diagnosis of …

AI and Transfer Learning–Based Framework for Efficient Classification and Detection of Lyme Disease

PB Chanda, S Das, S Bhattacharya… - … and Digital Twin for …, 2024 - Wiley Online Library
Lyme disease has become a vector‐borne Skin disease throughout the United States,
Europe, and some parts of Asia. This requires proper medical examination of symptoms and …

Automated Detection of Lyme Disease using Transfer Learning Techniques

SV Dipakkumar, VD Shah, D Shah… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
This research study explores the use of transfer learning techniques for automated detection
of Lyme illness. Lyme disease, a vector-borne infection transmitted by tick bites, may be …