Detection of skin cancer based on skin lesion images using deep learning

W Gouda, NU Sama, G Al-Waakid, M Humayun… - Healthcare, 2022 - mdpi.com
An increasing number of genetic and metabolic anomalies have been determined to lead to
cancer, generally fatal. Cancerous cells may spread to any body part, where they can be life …

The role of machine learning and deep learning approaches for the detection of skin cancer

T Mazhar, I Haq, A Ditta, SAH Mohsan, F Rehman… - Healthcare, 2023 - mdpi.com
Machine learning (ML) can enhance a dermatologist's work, from diagnosis to customized
care. The development of ML algorithms in dermatology has been supported lately …

Skin lesion classification using a deep ensemble model

SM Thwin, HS Park - Applied Sciences, 2024 - mdpi.com
Skin cancer, particularly melanoma, is a severe health threat that necessitates early
detection for effective treatment. This research introduces a skin lesion classification system …

Diabetic retinopathy grading from color fundus images: an autotuned deep learning approach

TR Athira, JJ Nair - Procedia Computer Science, 2023 - Elsevier
Diabetic Retinopathy (DR) is a consequence of long-term diabetes which affects the eyes. It
causes affliction to the veins in the eyes causing raptures on the retina which can impact …

Deep learning based model for multi-class classification of cervical cells using pap smear images

S Nayar, JV Panicker, JJ Nair - 2022 IEEE 7th International …, 2022 - ieeexplore.ieee.org
Cervical cancer is the second most prevalent cancer among women in India and has a high
fatality rate. Cervical cancer is currently diagnosed via a Pap Smear test followed by a …

Deep convolutional neural networks for multiclass cervical cell classification

MCP Archana, JV Panicker - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Cervical intraepithelial neoplasia (CIN) is a major problem women face worldwide. The
classic Pap smear analysis (Papanicolaou) is a suitable method for assessing cell images to …

A Systematic Literature Review of Convolutional Neural Network Architecture for Lung Disease Detection

YY Sugandi, I Soesanti… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Lung disease is a severe threat to the respiratory system and can be fatal if not treated
immediately. Common examples include Pneumonia, Covid-19, Lung Cancer, and …

Deep learning approach for brown spot detection and nitrogen deficiency estimation in rice crops

R Hridya Krishna, A Manoj, KP Vaishnavi… - ICT Systems and …, 2022 - Springer
More than half of the people in the world rely on rice as their primary energy source. Two
main challenges in rice cultivation are plant diseases and nutrient deficiency. Brown spots …

Vision Based Gesture Recognition

P Hrishikesh, V Akshay, K Anugraha… - Procedia Computer …, 2024 - Elsevier
The use of computers has become an integral part of our daily lives, and they are utilized in
various fields. However, traditional input devices such as a mouse and keyboard can …

A Deep Learning-based Smart System for Ornaments and Devices Detection during Check-In of Entrance Exams

PS Krishnapriya, G Nikitha, KVU Kiran, K Aparna… - Procedia Computer …, 2024 - Elsevier
Nowadays, individuals are experiencing an era characterized by a pandemic situation.
Given the challenging circumstances face these days, it is imperative to develop a real-time …