An interpretable skin cancer classification using optimized convolutional neural network for a smart healthcare system

K Mridha, MM Uddin, J Shin, S Khadka… - IEEE Access, 2023 - ieeexplore.ieee.org
Skin cancer is a prevalent form of malignancy globally, and its early and accurate diagnosis
is critical for patient survival. Clinical evaluation of skin lesions is essential, but it faces …

Revolutionizing Dermatology: A Comprehensive Survey of AI-Enhanced Early Skin Cancer Diagnosis

ZM Gohil, MB Desai - Archives of Computational Methods in Engineering, 2024 - Springer
Skin cancer is a significant global health concern, with its early detection and diagnosis
playing a pivotal role in improving patient health outcomes. In recent years, artificial …

Colon and lung cancer classification from multi-modal images using resilient and efficient neural network architectures

AH Uddin, YL Chen, MR Akter, CS Ku, J Yang, LY Por - Heliyon, 2024 - cell.com
Automatic classification of colon and lung cancer images is crucial for early detection and
accurate diagnostics. However, there is room for improvement to enhance accuracy …

DARNet: Deep Attention Module and Residual Block-Based Lung and Colon Cancer Diagnosis Network

M Kaur, D Singh, AA Alzubi, A Shankar… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Accurate and efficient lung and colon cancer classification is vital for early detection and
treatment planning. Traditional methods require manual effort and expert analysis, leading …

A Hybrid 2D Gaussian Filter and Deep Learning Approach with Visualization of Class Activation for Automatic Lung and Colon Cancer Diagnosis

O Turk, E Acar, E Irmak, M Yilmaz… - Technology in Cancer …, 2024 - journals.sagepub.com
Cancer is a significant public health issue due to its high prevalence and lethality,
particularly lung and colon cancers, which account for over a quarter of all cancer cases …

Deep Convolutional Neural Networks for Early-Stage Detection and Prognostication of Lung and Colon Cancer

K Laxmikant, A Arthi, V Vinodhini… - 2024 International …, 2024 - ieeexplore.ieee.org
Lung and colon cancers are significant health issues across the world, prompting the need
for inventive methods of diagnosis. This study takes the lead in introducing advanced Deep …

Emotion Recognition: A New Tool for Healthcare Using Deep Learning Algorithms

K Mridha, T Sarker, R Zaman, M Shukla… - … Conference on Electrical …, 2023 - Springer
Emotion recognition is a challenging task, but it has many potential applications in areas
such as human–computer interaction, healthcare, and marketing. The capacity to record in …

An Optimized Framework Development of ABC Algorithm Along with SVMP Algorithm for Lung Cancer Detection

M Rajasekar, P Arunachalam… - 2024 4th …, 2024 - ieeexplore.ieee.org
In medicine, early detection of lung cancer is essential for successful treatment regimens.
Despite the small sample size, cancer databases often include gene expression levels as …

EfficientNetB1 Model for Lung Cancer Detection using Biopsy Images

J John, A Deotale, F Fernandez… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Lung cancer, a pervasive and life-threatening ailment, necessitates early and precise
diagnosis. This research endeavors to employ Convolutional Neural Networks (CNNs) to …