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Our Mission

RAIL is an open structured artificial intelligence focused research collaboration based in the Russell H. Morgan Department of Radiology and Radiological Science at Johns Hopkins University School of Medicine, with support from the Johns Hopkins Malone Center for Engineering in Healthcare.

. The group is comprised of physicians and scientists from Johns Hopkins Hospital, the Whiting School of Engineering, and the Applied Physics Laboratory, leveraging subject matter expertise of clinical imaging domains and computer vision.  RAIL aims to be a:

  • 1) a Hopkins wide resource and touchstone for data science collaboration, particularly in image processing and analysis

  • 2) an international leader in research, development, and commercialization of information technology related to artificial intelligence in imaging informatics.

Our Team

Research & Collaboration

RAIL’s research focus is in the development and validation of machine learning applications for medical image classification and analysis.

Learn about Rail Research

Latest News

Keep up on the latest RAIL news.
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2022 JHU Radiology Research Day

The JHU Radiology Research Day was this past Tuesday (November 8).  It is a place to showcase the research in the Department of Radiology and Radiological Science at JHU.  This year the RAIL lab had [...]

New AI Research Grant

Today we learned of the awarding of a new $310,000 grant from the Department of Defense to Dr Craig Jones and Dr Cliff Weiss to study AI/machine learning-guided treatments for venous malformations.  This includes the [...]

International Symposium on Visual Computing Presentations

Sejal Ghate, a past RAIL lab member presented work at the 17th International Symposium on Visual Computing (ISVC'22). This is in collaboration with the Health AI group at Microsoft. The paper was titled: "“Deep Labeling [...]

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