Application of artificial intelligence techniques for monkeypox: a systematic review

K Chadaga, S Prabhu, N Sampathila, S Nireshwalya… - Diagnostics, 2023 - mdpi.com
Monkeypox or Mpox is an infectious virus predominantly found in Africa. It has spread to
many countries since its latest outbreak. Symptoms such as headaches, chills, and fever are …

A binary waterwheel plant optimization algorithm for feature selection

AA Alhussan, AA Abdelhamid, ESM El-Kenawy… - IEEE …, 2023 - ieeexplore.ieee.org
The vast majority of today's data is collected and stored in enormous databases with a wide
range of characteristics that have little to do with the overarching goal concept. Feature …

Waterwheel plant algorithm: a novel metaheuristic optimization method

AA Abdelhamid, SK Towfek, N Khodadadi… - Processes, 2023 - mdpi.com
Attempting to address optimization problems in various scientific disciplines is a
fundamental and significant difficulty requiring optimization. This study presents the …

Deep transfer learning approaches for Monkeypox disease diagnosis

MM Ahsan, MR Uddin, MS Ali, MK Islam… - Expert Systems with …, 2023 - Elsevier
Monkeypox has become a significant global challenge as the number of cases increases
daily. Those infected with the disease often display various skin symptoms and can spread …

Classification of diabetes using feature selection and hybrid Al-Biruni earth radius and dipper throated optimization

AA Alhussan, AA Abdelhamid, SK Towfek, A Ibrahim… - Diagnostics, 2023 - mdpi.com
Introduction: In public health, machine learning algorithms have been used to predict or
diagnose chronic epidemiological disorders such as diabetes mellitus, which has reached …

Breast Cancer Classification Depends on the Dynamic Dipper Throated Optimization Algorithm

AA Alhussan, MM Eid, SK Towfek, DS Khafaga - Biomimetics, 2023 - mdpi.com
According to the American Cancer Society, breast cancer is the second largest cause of
mortality among women after lung cancer. Women's death rates can be decreased if breast …

A study of optimization in deep neural networks for regression

CH Chen, JP Lai, YM Chang, CJ Lai, PF Pai - Electronics, 2023 - mdpi.com
Due to rapid development in information technology in both hardware and software, deep
neural networks for regression have become widely used in many fields. The optimization of …

Diagnosis of monkeypox disease using transfer learning and binary advanced dipper throated optimization algorithm

AH Alharbi, SK Towfek, AA Abdelhamid, A Ibrahim… - Biomimetics, 2023 - mdpi.com
The virus that causes monkeypox has been observed in Africa for several years, and it has
been linked to the development of skin lesions. Public panic and anxiety have resulted from …

Classification of breast cancer using transfer learning and advanced al-biruni earth radius optimization

AA Alhussan, AA Abdelhamid, SK Towfek, A Ibrahim… - Biomimetics, 2023 - mdpi.com
Breast cancer is one of the most common cancers in women, with an estimated 287,850 new
cases identified in 2022. There were 43,250 female deaths attributed to this malignancy. The …

Innovative feature selection method based on hybrid sine cosine and dipper throated optimization algorithms

AA Abdelhamid, ESM El-Kenawy, A Ibrahim… - IEEE …, 2023 - ieeexplore.ieee.org
Introduction: In pattern recognition and data mining, feature selection is one of the most
crucial tasks. To increase the efficacy of classification algorithms, it is necessary to identify …