Research Overview
RAIL’s research focus is in the development and validation of machine learning applications for medical image classification and analysis. Centered in Radiology, we collaborate with clinicians and researchers from other specialties, such as:
Projects and Collaborations
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fMRI Hierarchical Labeling for Brain Tumors
Dr Haris Sair (Chief Neuroradiology), Dr Craig Jones (WSE) Student: Sejal Ghate (BME MSc) |
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Sequential Learning and Efficient Expert Radiologist Data Labeling
Dr Haris Sair (Chief Neuroradiology), Dr Craig Jones (WSE) Student: Sohaib Naim (BME MSc) |
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Vascular Malformations and Federated Learning
Dr Cliff Weiss (Interventional Radiology), Dr Craig Jones (WSE) |
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Seafan Neovascularization in Sickle Cell Disease
Dr Craig Jones (WSE), Dr Adrienne Scott (Wilmer Eye Institute) |
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Neural Foraminal Assessment for NeuroSurgery
Dr Craig Jones (WSE), Dr Haris Sair (Neuroradiology), Daniel Lubelski (Neurosurgery) |
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Cerebral Vasculature Tortuosity
Dr Craig Jones (WSE), Dr Vivek Yedavalli (Neuroradiology) Student: Katharine Lee (Math Undergrad) |
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Neural Network Segmentation Uncertainty Quantification
Dr Craig Jones (WSE), Dr Haris Sair (Neuroradiology), Dr Brian Caffo (SPH) |
Funding Support
