Computer Science | Neurology | Radiology Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation. July 5, 2024
Neuroradiology | Pediatrics Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain Tumors. May 9, 2024
Neurology | Radiology USING CONVOLUTIONAL NEURAL NETWORK-BASED SEGMENTATION FOR IMAGE-BASED COMPUTATIONAL FLUID DYNAMICS SIMULATIONS OF BRAIN ANEURYSMS: INITIAL EXPERIENCE IN AUTOMATED MODEL CREATION. March 25, 2024
Neurology | Oncology | Radiology Using a generative adversarial network to generate synthetic MRI images for multi-class automatic segmentation of brain tumors. February 2, 2024
Neurology | Radiology Multi-class glioma segmentation on real-world data with missing MRI sequences: comparison of three deep learning algorithms. November 3, 2023
Radiation Oncology | Radiology Deep learning for automated contouring of neurovascular structures on magnetic resonance imaging for prostate cancer patients. June 14, 2023
Neuro-Oncology | Pediatrics | Radiology Automated tumor segmentation and brain tissue extraction from multiparametric MRI of pediatric brain tumors: A multi-institutional study. April 13, 2023
Neurology | Oncology | Radiology Automated Tumor Segmentation and Brain Tissue Extraction from Multiparametric MRI of Pediatric Brain Tumors: A Multi-Institutional Study. January 30, 2023
Nuclear Medicine | Oncology | Radiology Comparison of automated full-body bone metastases delineation methods and their corresponding predictive power. December 29, 2022
Neuroradiology | Radiation Oncology Deep learning for brain metastasis detection and segmentation in longitudinal MRI data. July 14, 2022
Medical Imaging | Radiology Investigation of biases in convolutional neural networks for semantic segmentation using performance sensitivity analysis. January 12, 2022
Radiology A deep convolutional neural network-based automatic detection of brain metastases with and without blood vessel suppression. January 7, 2022