[HTML][HTML] Skin lesion analysis and cancer detection based on machine/deep learning techniques: A comprehensive survey
The skin is the human body's largest organ and its cancer is considered among the most
dangerous kinds of cancer. Various pathological variations in the human body can cause …
dangerous kinds of cancer. Various pathological variations in the human body can cause …
[HTML][HTML] Optical technologies for the improvement of skin cancer diagnosis: a review
L Rey-Barroso, S Peña-Gutiérrez, C Yáñez… - Sensors, 2021 - mdpi.com
The worldwide incidence of skin cancer has risen rapidly in the last decades, becoming one
in three cancers nowadays. Currently, a person has a 4% chance of developing melanoma …
in three cancers nowadays. Currently, a person has a 4% chance of developing melanoma …
Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning
Accurate automated medical image recognition, including classification and segmentation,
is one of the most challenging tasks in medical image analysis. Recently, deep learning …
is one of the most challenging tasks in medical image analysis. Recently, deep learning …
[HTML][HTML] Refining skin lesions classification performance using geometric features of superpixels
S Moldovanu, M Miron, CG Rusu, KC Biswas… - Scientific Reports, 2023 - nature.com
This paper introduces superpixels to enhance the detection of skin lesions and to
discriminate between melanoma and nevi without false negatives, in dermoscopy images …
discriminate between melanoma and nevi without false negatives, in dermoscopy images …
Machine learning and computer vision based methods for cancer classification: A systematic review
SB Mukadam, HY Patil - Archives of Computational Methods in …, 2024 - Springer
Cancer remains a substantial worldwide health issue that requires careful and exact
classification to plan treatment in its early stages. Classical methods of cancer diagnosis …
classification to plan treatment in its early stages. Classical methods of cancer diagnosis …
Skin lesion image classification method based on extension theory and deep learning
X Bian, H Pan, K Zhang, P Li, J Li, C Chen - Multimedia Tools and …, 2022 - Springer
A skin lesion is a part of the skin that has abnormal growth on body parts. Early detection of
the lesion is necessary, especially malignant melanoma, which is the deadliest form of skin …
the lesion is necessary, especially malignant melanoma, which is the deadliest form of skin …
[PDF][PDF] Automated Deep Learning Based Melanoma Detection and Classification Using Biomedical Dermoscopic Images.
Melanoma remains a serious illness which is a common form of skin cancer. Since the
earlier detection of melanoma reduces the mortality rate, it is essential to design reliable and …
earlier detection of melanoma reduces the mortality rate, it is essential to design reliable and …
A systematic literature survey on skin disease detection and classification using machine learning and deep learning
The world population is growing very fast and the lifestyle of human beings is changing with
time and place. So, there is a need for disease management which includes disease …
time and place. So, there is a need for disease management which includes disease …
Skin lesions classification using deep learning techniques
OS Kareem, AM Abdulazee… - Asian Journal of …, 2021 - archive.sdpublishers.com
Skin cancer is a significant health problem. More than 123,000 new cases per year are
recorded. Melanoma is the most popular type of skin cancer, leading to more than 9000 …
recorded. Melanoma is the most popular type of skin cancer, leading to more than 9000 …
Analysis of adversarial attacks on skin cancer recognition
Cancer is one of the most detrimental diseases having the highest death rates in recent
years. There are various types of cancers; among them, skin cancer is the most familiar one …
years. There are various types of cancers; among them, skin cancer is the most familiar one …