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
