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Dominic Angelo LaBella

Medical Instructor in the Department of Radiation Oncology
Radiation Oncology

Scholarly Works - Preprints


Multi-Phase Automated Segmentation of Dental Structures in CBCT Using a Lightweight Auto3DSeg and SegResNet Implementation

Preprint · August 18, 2025 Cone-beam computed tomography (CBCT) has become an invaluable imaging modality in dentistry, enabling 3D visualization of teeth and surrounding structures for diagnosis and treatment planning. Automated segmentation of dental structures in CBCT can efficie ... Link to item Cite

Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge

Preprint · May 28, 2024 The 2024 Brain Tumor Segmentation Meningioma Radiotherapy (BraTS-MEN-RT) challenge aimed to advance automated segmentation algorithms using the largest known multi-institutional dataset of 750 radiotherapy planning brain MRIs with expert-annotated target l ... Link to item Cite

Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge

Preprint · May 15, 2024 We describe the design and results from the BraTS 2023 Intracranial Meningioma Segmentation Challenge. The BraTS Meningioma Challenge differed from prior BraTS Glioma challenges in that it focused on meningiomas, which are typically benign extra-axial tumo ... Link to item Cite

The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma

Preprint · May 12, 2023 Meningiomas are the most common primary intracranial tumor in adults and can be associated with significant morbidity and mortality. Radiologists, neurosurgeons, neuro-oncologists, and radiation oncologists rely on multiparametric MRI (mpMRI) for diagnosis ... Link to item Cite