Dominic A. Labella

Radiation Oncology
Durham, NC 27709

Last Updated: 09/26/2026

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Found 26 publications

The TopCoW Challenge - Topology-Aware Circle of Willis Segmentation for CT and MR Angiography.

The TopCoW Challenge - Topology-Aware Circle of Willis Segmentation for CT and MR Angiography.

Journal: NEJM AI
Published: August 22, 2026

Importance of the Quality of Annotation: Impact of Simulated Inter-Observer Variability on Deep Neural Network Automated Segmentation Model Performance.

Importance of the Quality of Annotation: Impact of Simulated Inter-Observer Variability on Deep Neural Network Automated Segmentation Model Performance.

Journal: Bioengineering (Basel, Switzerland)
Published: May 18, 2026

Scalable and Efficient Deep Learning-Based Pipeline for Mitotic Detection and Analysis in Pathology Images.

Scalable and Efficient Deep Learning-Based Pipeline for Mitotic Detection and Analysis in Pathology Images.

Journal: Cancers
Published: April 14, 2026

Evaluating Sociodemographic Biases in Artificial Intelligence-Based Glioblastoma Response Assessment Algorithms.

Evaluating Sociodemographic Biases in Artificial Intelligence-Based Glioblastoma Response Assessment Algorithms.

Journal: AJNR. American journal of neuroradiology
Published: November 24, 2025

Comparison of Local Medicare Guidance and Medicare Advantage Plans for Stereotactic Radiosurgery for Brain Metastases.

Comparison of Local Medicare Guidance and Medicare Advantage Plans for Stereotactic Radiosurgery for Brain Metastases.

Journal: Advances in radiation oncology
Published: April 24, 2025

Ensemble Deep Learning Models for Automated Segmentation of Tumor and Lymph Node Volumes in Head and Neck Cancer Using Pre- and Mid-Treatment MRI: Application of Auto3DSeg and SegResNet.

Ensemble Deep Learning Models for Automated Segmentation of Tumor and Lymph Node Volumes in Head and Neck Cancer Using Pre- and Mid-Treatment MRI: Application of Auto3DSeg and SegResNet.

Journal: Head and Neck Tumor Segmentation for MR-Guided Applications : First MICCAI Challenge, HNTS-MRG 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 17, 2024, proceedings
Published: April 09, 2025

Brain tumor segmentation in Sub-Saharan Africa patient population: The BraTS-Africa challenge.

Brain tumor segmentation in Sub-Saharan Africa patient population: The BraTS-Africa challenge.

Journal: Neuro-oncology advances
Published: April 06, 2025

The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset.

The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset.

Journal: Scientific data
Published: March 17, 2025

Prognostic significance of magnetic resonance imaging-detected extraprostatic extension in localized prostate cancer.

Prognostic significance of magnetic resonance imaging-detected extraprostatic extension in localized prostate cancer.

Journal: Cancer
Published: March 17, 2025

Uncertainty quantification in multi-parametric MRI-based meningioma radiotherapy target segmentation.

Uncertainty quantification in multi-parametric MRI-based meningioma radiotherapy target segmentation.

Journal: Frontiers in oncology
Published: August 01, 2024

Development and Evaluation of Automated Artificial Intelligence-Based Brain Tumor Response Assessment in Patients with Glioblastoma.

Development and Evaluation of Automated Artificial Intelligence-Based Brain Tumor Response Assessment in Patients with Glioblastoma.

Journal: AJNR. American journal of neuroradiology
Published: July 28, 2024

A multi-institutional meningioma MRI dataset for automated multi-sequence image segmentation.

A multi-institutional meningioma MRI dataset for automated multi-sequence image segmentation.

Journal: Scientific data
Published: February 20, 2024
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Last Updated: 09/26/2026