The Development and Evaluation of a Convolutional Neural Network for Cutaneous Melanoma Detection in Whole Slide Images — Emily L. Clarke (2024) | RDL Network
The Development and Evaluation of a Convolutional Neural Network for Cutaneous Melanoma Detection in Whole Slide Images
Article 2024 en
Authors
EC
Emily L. Clarke
DM
Derek Magee
JN
Julia Newton‐Bishop
Abstract
1 min read
We have developed a convolutional neural network that accurately detects invasive cutaneous conventional melanoma in whole slide images from multiple data sources. Future work should assess the use of this network to generate metrics for survival prediction.
Emily L. Clarke, Derek Magee, Julia Newton‐Bishop, William Merchant, Marlous Hall, Robert H. Insall, Nigel Maher, Richard A Scolyer, Grace Farnworth, Anisah Ali, Sally J. O’Shea, Darren Treanor
Emily L. Clarke, Derek Magee, Julia Newton‐Bishop, William Merchant, Marlous Hall, Robert H. Insall, Nigel Maher, Richard A Scolyer, Grace Farnworth, Anisah Ali, Gerald Saldanha, Mark Bamford, Eva Sitcova, Petr Kujal, Sally J. O’Shea, Darren Treanor
Emily L. Clarke, Derek Magee, Julia Newton‐Bishop, William Merchant, Robert H. Insall, Nigel Maher, Richard A Scolyer, Grace Farnworth, Anisah Ali, Sally J. O’Shea, Darren Treanor
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