Generalizable deep learning framework for 3D medical image segmentation using limited training data

Generalizable deep learning framework for 3D medical image segmentation using limited training data

Abstract Medical image segmentation is a critical component in a wide range of clinical applications, enabling the identification and delineation of anatomical structures. This study focuses on segmentation of anatomical structures for 3D printing, virtual surgery planning, and advanced visualizatio...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Tobias Ekman, Arthur Barakat, Einar Heiberg
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: BMC 2025-03-01
Sraith:3D Printing in Medicine
Ábhair:
Segmentation
Machine learning
Artificial intelligence
Deep learning
3D printing
Rochtain ar líne:https://doi.org/10.1186/s41205-025-00254-1

Ar líne

https://doi.org/10.1186/s41205-025-00254-1

Míreanna comhchosúla