The recent emergence of deep learning methods for medical image analysis has enabled the development of intelligent medical imaging-based diagnosis systems that can assist the human expert in making better decisions about a patient’s health. In this paper we focus on the problem of skin lesion classification, particularly early melanoma detection, and present a deep-learning based approach to solve the problem of classifying a dermoscopic image containing a skin lesion as malignant or benign. The proposed solution is built around the VGGNet convolutional neural network architecture and uses the transfer learning paradigm. Experimental results are encouraging: on the ISIC Archive dataset, the proposed method achieves a sensitivity value of 7...
Computer-aided diagnosis (CAD) systems based on deep learning approaches are now feasible due to the...
With the increasing incidence of severe skin diseases, such as skin cancer, endoscopic medical imagi...
Classification of skin cancer is an important task to detect skin cancer and help with the treatment...
In the last few years, a great attention was paid to the deep learning Techniques used for image ana...
Skin cancer is the most common form of cancer affecting humans. Melanoma is the most dangerous type ...
Melanoma is a deadly form of skin cancer that is often undiagnosed or misdiagnosed as a benign skin ...
© 2018 Elsevier Ltd Malignant melanoma is one of the most aggressive forms of skin cancer. Early det...
Skin cancer is one of the most common cancers in the world. The most dangerous type of skin cancer i...
Image classi cation is an important task in many medical applications, in order to achieve an adequ...
One of the most prevalent cancers in humans is skin cancer. The deadliest form of skin cancer is ma...
Over the past few decades, cases of skin cancer have increased enormously. It is getting most popula...
Melanoma causes the majority of skin cancer deaths. The population level of melanoma has increased o...
Skin cancer is one of the most threatening cancers, which spreads to the other parts of the body if ...
Skin lesions are a severe disease globally. Early detection of melanoma in dermoscopy images signifi...
Skin cancer is the most common form of cancer affecting humans. Melanoma is the most dangerous type ...
Computer-aided diagnosis (CAD) systems based on deep learning approaches are now feasible due to the...
With the increasing incidence of severe skin diseases, such as skin cancer, endoscopic medical imagi...
Classification of skin cancer is an important task to detect skin cancer and help with the treatment...
In the last few years, a great attention was paid to the deep learning Techniques used for image ana...
Skin cancer is the most common form of cancer affecting humans. Melanoma is the most dangerous type ...
Melanoma is a deadly form of skin cancer that is often undiagnosed or misdiagnosed as a benign skin ...
© 2018 Elsevier Ltd Malignant melanoma is one of the most aggressive forms of skin cancer. Early det...
Skin cancer is one of the most common cancers in the world. The most dangerous type of skin cancer i...
Image classi cation is an important task in many medical applications, in order to achieve an adequ...
One of the most prevalent cancers in humans is skin cancer. The deadliest form of skin cancer is ma...
Over the past few decades, cases of skin cancer have increased enormously. It is getting most popula...
Melanoma causes the majority of skin cancer deaths. The population level of melanoma has increased o...
Skin cancer is one of the most threatening cancers, which spreads to the other parts of the body if ...
Skin lesions are a severe disease globally. Early detection of melanoma in dermoscopy images signifi...
Skin cancer is the most common form of cancer affecting humans. Melanoma is the most dangerous type ...
Computer-aided diagnosis (CAD) systems based on deep learning approaches are now feasible due to the...
With the increasing incidence of severe skin diseases, such as skin cancer, endoscopic medical imagi...
Classification of skin cancer is an important task to detect skin cancer and help with the treatment...