A deep-learning algorithm to localize basal cell carcinoma foci on Mohs surgery frozen sections

被引:7
作者
Bonnefille, Hugo [1 ]
Abbas, Marwan [2 ]
Roger, Pascal [3 ]
Habib, Francois [1 ]
Masset, Farzaneh
Chaumont, Marc [2 ,4 ]
Subsol, Gerard [2 ]
Stoebner, Pierre E. [1 ,5 ]
机构
[1] Montpellier Univ, Dept Dermatol, CHU Caremeau, F-30000 Nimes, France
[2] Montpellier Univ, LIRMM, CNRS, Montpellier, France
[3] Montpellier Univ, Dept Pathol, CHU Caremeau, Nimes, France
[4] Univ Nimes, Nimes, France
[5] IRCM, INSERM U1194, Montpellier, France
关键词
D O I
10.1111/jdv.18859
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
引用
收藏
页码:E631 / E632
页数:2
相关论文
共 4 条
[1]   A deep learning algorithm with high sensitivity for the detection of basal cell carcinoma in Mohs micrographic surgery frozen sections [J].
Campanella, Gabriele ;
Nehal, Kishwer S. ;
Lee, Erica H. ;
Rossi, Anthony ;
Possum, Brandon ;
Manuel, Genna ;
Fuchs, Thomas J. ;
Busam, Klaus J. .
JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 2021, 85 (05) :1285-1286
[2]   Recognizing basal cell carcinoma on smartphone-captured digital histopathology images with a deep neural network [J].
Jiang, Y. Q. ;
Xiong, J. H. ;
Li, H. Y. ;
Yang, X. H. ;
Yu, W. T. ;
Gao, M. ;
Zhao, X. ;
Ma, Y. P. ;
Zhang, W. ;
Guan, Y. F. ;
Gu, H. ;
Sun, J. F. .
BRITISH JOURNAL OF DERMATOLOGY, 2020, 182 (03) :754-762
[3]  
Sohn Grace K., 2021, JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, V84, P1437, DOI DOI 10.1016/J.JAAD.2020.06.080
[4]   Whole-slide margin control through deep learning in Mohs micrographic surgery for basal cell carcinoma [J].
van Zon, Mike C. M. ;
van der Waa, Jose D. ;
Veta, Mitko ;
Krekels, Gertruud A. M. .
EXPERIMENTAL DERMATOLOGY, 2021, 30 (05) :733-738