A lightweight hybrid deep learning system for cardiac valvular disease classification

Y Al-Issa, AM Alqudah - Scientific Reports, 2022 - nature.com
Cardiovascular diseases (CVDs) are a prominent cause of death globally. The introduction
of medical big data and Artificial Intelligence (AI) technology encouraged the effort to …

[HTML][HTML] Cervical net: A novel cervical cancer classification using feature fusion

H Alquran, M Alsalatie, WA Mustafa, RA Abdi… - Bioengineering, 2022 - mdpi.com
Cervical cancer, a common chronic disease, is one of the most prevalent and curable
cancers among women. Pap smear images are a popular technique for screening cervical …

Deep learning models for detecting respiratory pathologies from raw lung auscultation sounds

AM Alqudah, S Qazan, YM Obeidat - Soft Computing, 2022 - Springer
In recent years deep learning models improve the diagnosis performance of many diseases
especially respiratory diseases. This paper will propose an evaluation for the performance of …

Predicting cervical cancer biopsy results using demographic and epidemiological parameters: A custom stacked ensemble machine learning approach

K Chadaga, S Prabhu, N Sampathila… - Cogent …, 2022 - Taylor & Francis
The human papillomavirus (HPV) is responsible for most cervical cancer cases worldwide.
This gynecological carcinoma causes many deaths, even though it can be treated by …

A novel multi-task learning network based on melanoma segmentation and classification with skin lesion images

F Alenezi, A Armghan, K Polat - Diagnostics, 2023 - mdpi.com
Melanoma is known worldwide as a malignant tumor and the fastest-growing skin cancer
type. It is a very life-threatening disease with a high mortality rate. Automatic melanoma …

[HTML][HTML] Analysis of cytology pap smear images based on ensemble deep learning approach

M Alsalatie, H Alquran, WA Mustafa, Y Mohd Yacob… - Diagnostics, 2022 - mdpi.com
The fourth most prevalent cancer in women is cervical cancer, and early detection is crucial
for effective treatment and prognostic prediction. Conventional cervical cancer screening …

Handwritten Gujarati numerals classification based on deep convolution neural networks using transfer learning scenarios

P Goel, A Ganatra - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, handwritten numeral classification has achieved remarkable attention in the
field of computer vision. Handwritten numbers are difficult to recognize due to the different …

Comparative study and analysis on skin cancer detection using machine learning and deep learning algorithms

VAO Nancy, P Prabhavathy, MS Arya… - Multimedia Tools and …, 2023 - Springer
Exposure to UV rays due to global warming can lead to sunburn and skin damage,
ultimately resulting in skin cancer. Early prediction of this type of cancer is crucial. A detailed …

[HTML][HTML] LiverNet: diagnosis of liver tumors in human CT images

K Alawneh, H Alquran, M Alsalatie, WA Mustafa… - Applied Sciences, 2022 - mdpi.com
Liver cancer contributes to the increasing mortality rate in the world. Therefore, early
detection may lead to a decrease in morbidity and increase the chance of survival rate. This …

Deep Learning in Written Arabic Linguistic Studies: A Comprehensive Survey

M Almanea - IEEE Access, 2024 - ieeexplore.ieee.org
This article presents a comprehensive survey on recent applications of deep learning (DL)
algorithms to written Arabic. Despite the increasing amount of user-generated content in …