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1. Multitask Deep Learning for Segmentation and Classification of Primary Bone Tumors on Radiographs

Author

Schacky, Claudio E. von, Wilhelm, Nikolas J., Schäfer, Valerie S., Leonhardt, Yannik, Gassert, Felix G., Foreman, Sarah C., Gassert, Florian T., Jung, Matthias, Jungmann, Pia M., Russe, Maximilian F., Mogler, Carolin, Knebel, Carolin, Eisenhart-Rothe, Rüdiger von, Makowski, Marcus R., Woertler, Klaus, Burgkart, Rainer, and Gersing, Alexandra S.

Abstract

A multitask deep learning model that provided classification of primary bone tumors on radiographs demonstrated performance that surpassed that of radiologic residents and was comparable with that of fellowship-trained radiologists.

Published
2021
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