The Medical Imaging & Data Resource Center (MIDRC)
Data Commons supports the management, analysis and sharing of medical imaging data for the improvement of patient outcomes.
|
|
MIDRC has recently published new imaging cases!
To date, registered users can run queries on, and build cohorts of both
chest radiographs and CT scans with, approximately 29,000+ published
imaging studies.
Red Coral PETAL imaging data is available on the MIDRC Data Portal.
About PETAL. As described on the PETAL Network website (petalnet.org), the Clinical Trials Network for the Prevention and Early Treatment of Acute Lung Injury (PETAL Network) is a network of 12 Clinical Centers (CC) and 1 Clinical Coordinating Center (CCC) funded by the National Heart, Lung, and Blood Institute (NHLBI) to develop and conduct randomized controlled clinical trials to prevent Acute Respiratory Distress Syndrome (ARDS) or provide early treatment to improve the outcome of patients who have ARDS. Since the pandemic started, the PETAL Network has shifted part of its focus to COVID-19.
The NHLBI sponsored two COVID clinical data collection studies (Red Coral and Blue Coral) that are generating extensive clinical data on approximately 3000 patients from the PETAL Network.
|
|
Our investigator teams are hard at work on various research projects,
so we bring your attention below to our noteworthy advances of the last
year and a half!
|
|
News and Events:
Congratulations to our first prize winners!
Pictured above, Natalie Baughan (University of Chicago) and Jordan Fuhrman (University of Chicago) accepting the best SPIE Medical Imaging CAD Live Demonstration Award on behalf of the MIDRC team.
Celebrating 50 years, SPIE Medical Imaging was held
Feb. 20-24, 2022, in San Diego, CA
SPIE, the international society for optics and photonics, was founded
in 1955 to advance light-based technologies. Serving more than 255,000 constituents from 183 countries, this non-profit society advances emerging technologies through interdisciplinary information exchange, continuing education, publications, patent precedent, and career and professional growth.
SPIE annually organizes and sponsors approximately 25 major technical forums, exhibitions, and education programs in North America, Europe, Asia, and the South Pacific.
|
|
MIDRC at SPIE Heather Whitney, PhD presenting at SPIE
|
|
MIDRC at SPIE Natalie Baughan presenting at SPIE
|
|
You Ask, We Answer:
We've had great success with our highly-attended MIDRC monthly Seminars, held on the 3rd Tuesday of every month, which highlight the work of our individual researchers. Our March speakers were Dr. Jayashree Kalpathy-Cramer (MGH/Harvard University) & Dr. Akshay Chaudhari (Stanford University) who presented on the training and explainability of machine learning methods from multi-institutional data.
Our April speaker will be Natalie Baughan (University of Chicago), a 3rd-year PhD student pursuing a degree in Medical Physics and a researcher with one of MIDRC's Technology Development Projects seeking to develop and implement quality assurance and evaluation procedures for usage across MIDRC. Natalie will be presenting on the role of MIDRC sequestration and task-based distribution sampling in the independent evaluation of AI in medical imaging.
Register Here!
MIDRC continues to host quarterly Town Hall Meetings, as a forum to engage directly with the medical community at-large and to answer all of their research and contribution questions, as well as provide regular publication updates and news on the research and achievements of the 109 investigators collaborating
as part of the MIDRC team.
Register here for the next Town Hall that will be held in May 2022. Please visit our YouTube page for the Town Hall and monthly Seminar Series recordings.
Additional Online Resources about the Gen3 platform hosting MIDRC data:
The Gen3 YouTube channel
The Gen3 Forum
CTDS GitHub Organization
|
|
MIDRC Researcher Spotlights
|
|
|
Karen Drukker, PhD, MBA
Karen has been involved in medical imaging research at the University of Chicago for 20+ years. Her interests include medical imaging, machine learning applications in the detection, diagnosis, and prognosis of disease with a focus on rigorous training/testing protocols, generalizability, and performance evaluation.
Karen has published over 50 peer-reviewed papers on artificial intelligence (AI) in medical imaging – mostly related to breast image analysis, performance evaluation methods, and COVID-19, has co-authored several book chapters, and is co-inventor on 2 patents. She is currently Editorial Board Member for the professional peer-reviewed journal Medical Physics, and Associate Editor for the Journal of Medical Imaging and the British Journal of Radiology. She has been involved in the organization of multiple scientific Grand Challenges and served on scientific committees for many medical imaging conferences; most recently as the Chair for the Computer-Aided Diagnosis Conference of the Society for Optics and Photonics Medical Imaging Symposium. She was awarded Fellow of the American Association of Physicists in Medicine for her contributions to medical physics.
Karen has been actively involved with MIDRC in a collaborative research project focussed on scientific Grand Challenges and a technology development project which focuses on performance metrics and benchmarking. Furthermore, she’s part of organizational aspects of MIDRC as a member of many of the trans-MIDRC committees and working groups. As a female PhD in physics, the Bias and Diversity Working Group, of which she is a co-lead, holds a special place in her heart.
Karen is the proud mom of 2 wonderful boys, ages 9 and 11, with whom she enjoys going on adventurous hikes, as seen in the picture taken in the Upper Peninsula by their dad. Keywords are nature lover, fitness enthusiast, spiritual yogi, and health nut. Socks and sandals allowed. She grows her own vegetables on her small farm that also houses her 3 horses, 2 dogs, 2 cats, 2 bunnies, and her trusty tractor.
|
|
|
|
Luciano Prevedello, MD, MPH
Dr. Luciano Prevedello is an Associate Chief Clinical Information Officer and Vice Chair for Medical Informatics and Augmented Intelligence in Imaging at The Ohio State University (OSU) Wexner Medical Center. He directs the Laboratory for Augmented Intelligence in Imaging, and he is the medical director of the 3D and Advanced Visualization Lab at OSU. Dr. Prevedello is Board Certified in Radiology, Neuroradiology and Clinical Informatics. He has served as chair of the RSNA Machine Learning Steering committee from 2018-2020 and is a former Board Member of the Society for Imaging Informatics in Medicine (SIIM). He is an active member of the RSNA Radiology Informatics Committee, Machine Learning Steering Subcommittee, Machine Learning Data Standards Subcommittee and Annual Meeting Program Planning Committee (Imaging Informatics Subcommittee). Dr Prevedello is also an Associate Editor of the journal Radiology: Artificial Intelligence.
In his spare time, Dr. Prevedello enjoys spending time with family, playing music, and traveling.
|
|
|
|
Kenneth Tomkovich, MD
As the American College of Radiology® (ACR®) COVID-19 Imaging Research Registry (CIRR) site principal investigator (PI), Kenneth Tomkovich, M.D., has led his team at CentraState Medical Center to contribute more than 16,000 imaging studies and clinical data representing more than 6,000 patients to the MIDRC repository through the registry. His dedication to addressing the COVID-19 pandemic and his tireless efforts to coalesce his institutional team at CentraState have made him an integral member of ACR’s CIRR Steering Committee and a true leader of this effort. CentraState’s participation enhances practice diversity in the MIDRC dataset by contributing cases from a private practice setting.
A prolific researcher, Dr. Tomkovich has authored or co-authored articles in several medical journals, including Respiratory Medicine, Academic Radiology, Emergency Radiology and the American Journal of Radiology. He has also presented papers at numerous national and international medical conferences. His specific research interests include breast imaging and interventions. Dr. Tomkovich, has dedicated the past 10 years studying the topic of breast cancer cryoablation. Applying his skills as a fellowship-trained interventional radiologist, he has worked to develop ablation techniques and protocols for the primary treatment of breast cancer. Dr. Tomkovich is a lead principal investigator on the ICE3 trial for ultrasound guided cryoablation of low risk breast cancers without surgical resection.
Through relationships he had developed over the years, several of his international colleagues had shared with him the imaging findings typically seen in COVID-19 patients. When the COVID-19 pandemic hit his institution in March 2020, he was prepared. He diagnosed several of the earliest cases based on imaging findings days before any the availability of laboratory testing or confirmation. This sharing of images and collaborative spirit led to his interest in working with the ACR and MIDRC.
“The ACR was receptive to the idea of a COVID-19 research registry. As a global leader in imaging, the ACR used its vast imaging resources to establish the registry. Collaborating with MIDRC was a natural choice,” said Tomkovich. “To have such a dataset available for investigators from around the world to draw upon and use is one positive resulting from the pandemic. We are all part of a larger global medical community. COVID-19 has helped remind us that diseases have no boundaries. Through our common experiences, working together and sharing information, we can improve the quality of healthcare for all. The MIDRC dataset is a powerful tool that will aid in that goal,” added Tomkovich.
Dr. Tomkovich is a native of New Jersey. In his spare time, he volunteers with several community groups and has coached youth baseball and soccer. He enjoys family vacations with his wife and three children. He loves to golf and regularly attends Giants, Mets and Rutgers games. He is a big country music fan and is looking forward to seeing Kenny Chesney in concert this summer.
|
|
|
Registration for the AAPM 2022 Annual Meeting, being held in-person in Washington, DC from July 10-14, 2022 opens on April 6! This year's Meeting theme is 'Celebrating Medical Physics: Transforming Human Health' and will offer exceptional scientific, educational and professional symposia, proffered sessions and an Early-Career Investigators Symposium, along with a host of continuing education opportunities and a technical exhibit providing an opportunity to meet with vendors and view their products.
Register Here!
|
|
If you are interested in becoming a MIDRC partner please contact kpizer@bsd.uchicago.edu
|
|
|
|
|
|