Enhanced cervical precancerous lesions detection and classification using Archimedes Optimization Algorithm with transfer learning

AS Allogmani, RM Mohamed, NM Al-Shibly… - Scientific Reports, 2024 - nature.com
Cervical cancer (CC) ranks as the fourth most common form of cancer affecting women,
manifesting in the cervix. CC is caused by the Human papillomavirus (HPV) infection and is …

Enhancing EfficientNetv2 with global and efficient channel attention mechanisms for accurate MRI-Based brain tumor classification

I Pacal, O Celik, B Bayram, A Cunha - Cluster Computing, 2024 - Springer
The early and accurate diagnosis of brain tumors is critical for effective treatment planning,
with Magnetic Resonance Imaging (MRI) serving as a key tool in the non-invasive …

TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction

M Burukanli, N Yumuşak - Connection Science, 2024 - Taylor & Francis
The development of vaccines and drugs is very important in combating the coronavirus
disease 2019 (COVID-19) virus. The effectiveness of these developed vaccines and drugs …

Enhancing Skin Cancer Diagnosis Using Swin Transformer with Hybrid Shifted Window-Based Multi-head Self-attention and SwiGLU-Based MLP

I Pacal, M Alaftekin, FD Zengul - Journal of Imaging Informatics in Medicine, 2024 - Springer
Skin cancer is one of the most frequently occurring cancers worldwide, and early detection is
crucial for effective treatment. Dermatologists often face challenges such as heavy data …

[PDF][PDF] Efficient Swin Transformer Model for Accurate Detection of Lung Cancer

I Pacal - researchgate.net
Lung cancer poses a challenging global health issue, necessitating early diagnosis to
enhance treatment effectiveness and patient prognosis. This study investigates the …