Skin cancer disease detection using transfer learning technique

J Rashid, M Ishfaq, G Ali, MR Saeed, M Hussain… - Applied Sciences, 2022 - mdpi.com
Melanoma is a fatal type of skin cancer; the fury spread results in a high fatality rate when
the malignancy is not treated at an initial stage. The patients' lives can be saved by …

Trends and challenges of image analysis in facial emotion recognition: a review

SR Mohanta, K Veer - Network Modeling Analysis in Health Informatics …, 2022 - Springer
In the field of pattern recognition, facial expression recognition (FER) has a significant
influence, and researchers are working hard to develop a better FER system for applications …

Enhancing skin cancer detection and classification in dermoscopic images through concatenated MobileNetV2 and xception models

RO Ogundokun, A Li, RS Babatunde, C Umezuruike… - Bioengineering, 2023 - mdpi.com
One of the most promising research initiatives in the healthcare field is focused on the rising
incidence of skin cancer worldwide and improving early discovery methods for the disease …

Ethical AI in facial expression analysis: racial bias

AH Sham, K Aktas, D Rizhinashvili, D Kuklianov… - Signal, Image and Video …, 2023 - Springer
Facial expression recognition using deep neural networks has become very popular due to
their successful performances. However, the datasets used during the development and …

Mouth and oral disease classification using InceptionResNetV2 method

J Rashid, BS Qaisar, M Faheem, A Akram… - Multimedia Tools and …, 2024 - Springer
Digital tools have greatly improved the detection and diagnosis of oral and dental disorders
like cancer and gum disease. Lip or oral cavity cancer is more likely to develop in those with …

[PDF][PDF] Real-Time Multiple Guava Leaf Disease Detection from a Single Leaf Using Hybrid Deep Learning Technique.

J Rashid, I Khan, G Ali, F Alturise… - Computers, Materials & …, 2023 - researchgate.net
The guava plant has achieved viable significance in subtropics and tropics owing to its
flexibility to climatic environments, soil conditions and higher human consumption. It is …

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 …

[PDF][PDF] Deep learning method to detect the road cracks and potholes for smart cities

HH Chu, MR Saeed, J Rashid, MT Mehmood… - Comput Mater …, 2023 - researchgate.net
The increasing global population at a rapid pace makes road traffic dense; managing such
massive traffic is challenging. In develo** countries like Pakistan, road traffic accidents …

Analyze textual data: deep neural network for adversarial inversion attack in wireless networks

MA Al Ghamdi - SN Applied Sciences, 2023 - Springer
Deep neural networks (DNN) are highly effective in a number of tasks related to machine
learning across different domains. It is quite challenging to apply the information gained to …