Boosting Skull-Stripping Performance for Pediatric Brain Images

Autor: Kelley, William, Ngo, Nathan, Dalca, Adrian V., Fischl, Bruce, Zöllei, Lilla, Hoffmann, Malte

Skull-stripping is the removal of background and non-brain anatomical features from brain images. While many skull-stripping tools exist, few target pediatric populations. With the emergence of multi-institutional pediatric data acquisition efforts t

Externí odkaz: http://arxiv.org/abs/2402.16634

BOOSTING SKULL-STRIPPING PERFORMANCE FOR PEDIATRIC BRAIN IMAGES.

Autor: Kelley W; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA.; Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA., Ngo N; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA.; Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA., Dalca AV; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA.; Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA.; Department of Radiology, Harvard Medical School, Boston, MA 02115, USA.; Computer Science & Artificial Intelligence Laboratory, MIT, Cambridge, MA 02139, USA., Fischl B; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA.; Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA.; Department of Radiology, Harvard Medical School, Boston, MA 02115, USA., Zöllei L; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA.; Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA.; Department of Radiology, Harvard Medical School, Boston, MA 02115, USA., Hoffmann M; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA.; Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA.; Department of Radiology, Harvard Medical School, Boston, MA 02115, USA.; Division of Health Sciences and Technology, MIT, Cambridge, MA 02139, USA.

Publikováno v: Proceedings. IEEE International Symposium on Biomedical Imaging [Proc IEEE Int Symp Biomed Imaging] 2024 May; Vol. 2024. Date of Electronic Publication: 2024 Aug 22.