The paper presents a comparison of automatic skin cancer diagnosis algorithms based on analyses of skin lesions photos. Two approaches are presented: the first one is based on the extraction of features from images using simple feature descriptors, and then the use of selected machine learning algorithms for the purpose of classification, and the second approach uses selected algorithms belonging to the subgroup of machine learning—deep learning, i.e., convolutional neural networks (CNN), which perform both the feature extraction and classification in one algorithm. The following algorithms were analyzed and compared: Logistic Regression, k-Nearest Neighbors, Naive Bayes, Decision Tree, Random Forest, and Support Vector Machine, and four CN...
Skin cancer is a disease of human skin affected with abberrant or damaged cell and that lead to the ...
Skin cancer is one of the most dangerous cancer types in the world. Like any other cancer type, earl...
The goal of the research paper is to design and development of a computer-based system for the segme...
Skin cancer is an uncontrolled development of abnormal skin cells potentially due to excessive expos...
Skin cancer is an uncontrolled development of abnormal skin cells potentially due to excessive expos...
Skin cancer is one of the most lethal of all cancers. When it is not diagnosed and handled at the be...
Skin cancer is one of the most lethal of all cancers. When it is not diagnosed and handled at the be...
Health is so important for human beings. Thanks to the technological developments both in medicine a...
Health is so important for human beings. Thanks to the technological developments both in medicine a...
In recent years, computerized biomedical imaging and analysis have become extremely promising, more ...
In the last years, computer vision systems for the detection of skin cancer have been proposed, espe...
Previous research articles have covered several methods used for identifying and categorizing malign...
In recent years one among the rising deadliest diseases is skin cancer. Skin cancer is one among the...
Although melanoma is not the most common type of skin cancer, it is supposed to extend to other area...
Skin cancer is one of the most dangerous cancer types in the world. Like any other cancer type, earl...
Skin cancer is a disease of human skin affected with abberrant or damaged cell and that lead to the ...
Skin cancer is one of the most dangerous cancer types in the world. Like any other cancer type, earl...
The goal of the research paper is to design and development of a computer-based system for the segme...
Skin cancer is an uncontrolled development of abnormal skin cells potentially due to excessive expos...
Skin cancer is an uncontrolled development of abnormal skin cells potentially due to excessive expos...
Skin cancer is one of the most lethal of all cancers. When it is not diagnosed and handled at the be...
Skin cancer is one of the most lethal of all cancers. When it is not diagnosed and handled at the be...
Health is so important for human beings. Thanks to the technological developments both in medicine a...
Health is so important for human beings. Thanks to the technological developments both in medicine a...
In recent years, computerized biomedical imaging and analysis have become extremely promising, more ...
In the last years, computer vision systems for the detection of skin cancer have been proposed, espe...
Previous research articles have covered several methods used for identifying and categorizing malign...
In recent years one among the rising deadliest diseases is skin cancer. Skin cancer is one among the...
Although melanoma is not the most common type of skin cancer, it is supposed to extend to other area...
Skin cancer is one of the most dangerous cancer types in the world. Like any other cancer type, earl...
Skin cancer is a disease of human skin affected with abberrant or damaged cell and that lead to the ...
Skin cancer is one of the most dangerous cancer types in the world. Like any other cancer type, earl...
The goal of the research paper is to design and development of a computer-based system for the segme...