Neuroradiology | Stroke Neurology A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes. February 8, 2024
Neuroradiology | Radiology Exploring the performance and explainability of fine-tuned BERT models for neuroradiology protocol assignment. February 7, 2024
Neuroradiology | Radiology Non-inferiority of deep learning ischemic stroke segmentation on non-contrast CT within 16-hours compared to expert neuroradiologists. September 26, 2023
Neurology | Radiology USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging. September 6, 2023
Neurology | Radiology Functional Outcome Prediction in Acute Ischemic Stroke Using a Fused Imaging and Clinical Deep Learning Model. July 24, 2023
Oncology | Radiology Predicting FDG-PET Images From Multi-Contrast MRI Using Deep Learning in Patients With Brain Neoplasms. June 1, 2023
Neurology | Oncology | Radiology 2.5D and 3D segmentation of brain metastases with deep learning on multinational MRI data. February 6, 2023
Neurology | Radiology Predicting final ischemic stroke lesions from initial diffusion-weighted images using a deep neural network. December 8, 2022
Neurology | Radiology Predicting Hypoperfusion Lesion and Target Mismatch in Stroke from Diffusion-weighted MRI Using Deep Learning. December 6, 2022
Neurology | Radiology Self-supervised learning of neighborhood embedding for longitudinal MRI. September 17, 2022
Interventional Radiology | Neurology | Neuroradiology Automated detection of arterial landmarks and vascular occlusions in patients with acute stroke receiving digital subtraction angiography using deep learning. April 28, 2022