Abstract #0010

Fetal Assessment Suite - A web-based tool for fetal MRI processing and evaluation.

Alejo Costanzo^1,2, Michael Pereira¹, Yasmin Modarai^1,2, Adam Lim^1,2, Dylan Young^1,2, Matthias W. Wagner³, Logi Vidarsson⁴, Birgit Ertl-Wagner^3,5, and Dafna Sussman^2,6,7

¹Department of Electrical, Computer and Biomedical Engineering, Toronto Metropolitan University, Toronto, ON, Canada, ²Institute for Biomedical Engineering, Science and Technology (iBEST), Toronto Metropolitan University and St. Michael’s Hospital, Toronto, ON, Canada, ³Division of Neuroradiology, The Hospital for Sick Children, Toronto, ON, Canada, ⁴Department of Diagnostic Imaging, The Hospital for Sick Children, Toronto, ON, Canada, ⁵Department of Medical Imaging, University of Toronto, Toronto, ON, Canada, ⁶Toronto Metropolitan University, Toronto, ON, Canada, ⁷Department of Obstetrics and Gynecology, University of Toronto, Toronto, ON, Canada

Synopsis

Keywords: AI/ML Software, Data Processing, Fetal, Placenta

Motivation: The radiological assessment of fetal MRIs continues to face challenges related to access to care, timing of diagnosis, and associated costs.

Goal(s): To develop a web application that assists with the radiological processing of fetal MRIs.

Approach: We developed the Fetal Assessment Suite (FetAS), a web application that permits cloud-based use of our automatic fetal MRI processing algorithms, including artifact detection, motion correction, segmentations, biometric measurements, orientation and abnormality detection.

Results: Users can upload DICOM datasets which are automatically deidentified, detect artifact severity, reduce motion artifacts, and utilize cloud-based computing on our previously developed segmentation and classification algorithms.

Impact: FetAS provides clinicians with advanced fetal MRI diagnostic tools, enhancing efficiency and patient outcomes while supporting limited fetal radiological expertise. It also accelerates fetal MRI research by enabling systematic data extraction. FetAS is currently in a multisite clinical validation study.

How to access this content:

For one year after publication, abstracts and videos are only open to registrants of this annual meeting. Registrants should use their existing login information. Non-registrant access can be purchased via the ISMRM E-Library.

After one year, current ISMRM & ISMRT members get free access to both the abstracts and videos. Non-members and non-registrants must purchase access via the ISMRM E-Library.

After two years, the meeting proceedings (abstracts) are opened to the public and require no login information. Videos remain behind password for access by members, registrants and E-Library customers.

Click here for more information on becoming a member.