A deep learning model for classification of chondroid tumors on CT images

A deep learning model for classification of chondroid tumors on CT images

Abstract Background Differentiating chondroid tumors is crucial for proper patient management. This study aimed to develop a deep learning model (DLM) for classifying enchondromas, atypical cartilaginous tumors (ACT), and high-grade chondrosarcomas using CT images. Methods This retrospective study a...

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Bibliographic Details
Main Authors: Felix G. Gassert, Daniel Lang, Nina Hesse, Hans Roland Dürr, Alexander Klein, Luca Kohll, Florian Hinterwimmer, Johanna Luitjens, Stefan Weissinger, Jan C. Peeken, Carolin Mogler, Carolin Knebel, Stefan Bartzsch, Florian T. Gassert, Alexandra S. Gersing
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Cancer
Subjects:
Enchondroma
Chondrosarcoma
Deep learning
Computed tomography
Online Access:https://doi.org/10.1186/s12885-025-13951-1
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https://doi.org/10.1186/s12885-025-13951-1

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