Improving Simultaneous PET/MR through Machine Learning

By Peder Larson, PhD on September 27, 2021
Here at the UCSF Center for Intelligent Imaging (ci2), a team of investigators led by Peder Larson, PhD and Thomas Hope, MD are currently working on improving simultaneous PET/MR systems using machine learning.

UCSF ci2 and DAIR Collaborate to Improve Detection of Clinically Significant Prostate Cancer from Prostate MRI

By Peder Larson, PhD on September 22, 2021
The UCSF Center for Intelligent Imaging (ci2) and the Duke Center for Artificial Intelligence in Radiology (DAIR) are collaborating to improve the detection of clinically significant prostate cancer from prostate MRI.

Meet Abhejit Rajagopal, PhD, UCSF Postdoctoral Scholar

By Abhejit Rajagopal, PhD on September 20, 2021
It's National Postdoc Appreciation Week! Meet Abhejit Rajagopal, PhD, a UCSF postdoctoral scholar who works closely with PIs at the Center for Intelligent Imaging (ci2).

Lessons Learned from Real-World Federated Learning: Experience with COVID-19 Modeling at UCSF

By Jason Crane, PhD and Pablo Damasceno, PhD on September 15, 2021
Researchers at NVIDIA, one of the UCSF Center for Intelligent Imaging (ci2)'s key collaborators, worked with Mass General Brigham on an initiative called EXAM (EMR CXR AI Model) that brought together a large, diverse team of 20 hospitals from around the world to predict COVID-19 outcomes using...

An AI Algorithm Accurately Predicts Delayed Radiology Turnaround Times

By Jae Sohn, MD, MS on September 07, 2021
The Big Data in Radiology (BDRAD) research team developed a machine learning model – aided by natural language processing (NLP) components - to predict delayed turnaround time during non-business hours and identify factors that contribute to this delay.

Second Annual Summer Symposium Highlights UCSF ci2 and RIDR Program Interns

By Valentina Pedoia, PhD on August 26, 2021
This month, the UCSF Center for Intelligent Imaging (ci2) and the Department of Radiology and Biomedical Imaging hosted their Second Annual Summer Symposium highlighting the diverse and innovative research that is happening within the center and in the department.

Emily Xie, UCSF ci2 Intern, Shares Her Experiences

By Emily, Xie on August 02, 2021
Each summer, the UCSF Center for Intelligent Imaging (ci2) welcomes interns from high school, undergraduate and graduate school, chosen based on their background, a graded rubric and overall readiness. Meet Emily Xie – an intern who is participating in the program for the second year.

Introducing "MEDomics" – a Novel Approach to Refine Predictions and Prognosis in Cancer Patients

By Olivier Morin, PhD on July 26, 2021
Olivier Morin, PhD, UCSF ci2 member, leads the international MEDomics consortium, working to create a secure, dynamic, continuously learning and expandable infrastructure, designed to constantly capture multimodal electronic health information, including imaging.

Building a Pipeline of Interest and Training in AI and Medicine: ci2's Education Pillar

By Valentina Pedoia, PhD on July 16, 2021
The Education Pillar within UCSF's Center for Intelligent Imaging (ci2) works with aspiring and future scientists and physicians to mentor them and fully develop their interest in AI technology in medicine.

An End-to-End Deep Learning Model Rapidly Stratifies Knees into MRI-based Morphological Phenotypes

By Nikan Namiri on July 02, 2021
A team from the UCSF ci2 set out to build an end-to-end deep learning model to rapidly stratify knees into MRI-based morphological phenotypes.