TY - GEN
T1 - Mobile application for the possible detection of melanoma in the skin by digital photography
T2 - 6th International Conference on Software Engineering and Information Management, ICSIM 2023
AU - Tarazona-Odar, Miguel
AU - Palomino-Davalos, Wendel
AU - Auccahuasi, Wilver
N1 - Publisher Copyright:
© 2023 ACM.
PY - 2023/1/31
Y1 - 2023/1/31
N2 - Early detection of skin cancer is essential for its treatment. In this sense, there are numerous techniques and instruments for medical personnel to make the respective diagnosis; however, these instruments can be expensive or simply not available. Therefore, this study proposes a mobile application for the possible detection of melanoma in the skin by digital photography, which has achieved 96% accuracy in the tests performed using 80 images of skin lesions of which 40 are benign and 40 malignant. The application takes the image and sends it to the server for processing, which is based on the criteria of asymmetry and irregularity of the border of the photographed sample.
AB - Early detection of skin cancer is essential for its treatment. In this sense, there are numerous techniques and instruments for medical personnel to make the respective diagnosis; however, these instruments can be expensive or simply not available. Therefore, this study proposes a mobile application for the possible detection of melanoma in the skin by digital photography, which has achieved 96% accuracy in the tests performed using 80 images of skin lesions of which 40 are benign and 40 malignant. The application takes the image and sends it to the server for processing, which is based on the criteria of asymmetry and irregularity of the border of the photographed sample.
KW - Diagnostics
KW - cancer
KW - digital photography
UR - http://www.scopus.com/inward/record.url?scp=85166013659&partnerID=8YFLogxK
U2 - 10.1145/3584871.3584887
DO - 10.1145/3584871.3584887
M3 - Contribución a la conferencia
AN - SCOPUS:85166013659
T3 - ACM International Conference Proceeding Series
SP - 109
EP - 114
BT - Proceedings of the 2023 6th International Conference on Software Engineering and Information Management, ICSIM 2023
PB - Association for Computing Machinery
Y2 - 31 January 2023 through 2 February 2023
ER -
