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Cemre Ariyurek, Onur Afacan, Jeanne Chow, Simon Warfield, and Sila KurugolBoston Children's Hospital and Harvard Medical School, Boston, Massachusetts Estimating glomerular filtration rate (GFR) is crucial for diagnostic purposes. DCE-MRI iscapable of measuring tracer kinetic parameters of kidney...

Serge Didenko Vasylechko, Simon K. Warfield, Sila Kurugol, Onur Afacan Computational Radiology Laboratory Boston Children’s Hospital and Harvard Medical School Deep learning methods have the potential to improve quantitative MRI methods. However, performance of deep learning methods is highly...

QUIN Research Group Computational Radiology Lab Boston Children's Hospital 300 Longwood Ave Boston, MA 02115 Phone:Email:

Crohn's disease (CD) is a chronic inflammatory disease of the gastrointestinal tract that has a prevalence of over 800,000 in the US alone, primarily affecting young individuals. The disease's characteristic periods of remission and relapse necessitate frequent hospitalizations. There has been a...

As members of the Quantitative Intelligent Medical Imaging (QUIN) Research Group at the Computational Radiology Lab at Boston Children’s Hospital, we aim to develop cutting edge, intelligent medical imaging techniques and machine learning methods to improve our understanding of developing human...

Functional imaging with dynamic contrast-enhanced MRI (DCE-MRI) provides physiological markers of permeability, perfusion and glomerular filtration rate (GFR), a measure of kidney function. One of the most important applications of DCE-MRI is to assess GFR in pediatric hydronephrosis patients with...

We developed active learning and semi-supervised learning techniques for reducing the labeling cost when training a deep neural network based segmentation or classification algorithm.

Our research is generously supported by the National Institutes of Health and several foundations. We thank them for making our work possible. The National Institutes of Health (NIH) National Institute of Biomedical Imaging and Bioengineering National Institute of Diabetes and Digestive and Kidney...

Abstracts presented at the ISMRM 2021 annual meeting and exhibition and the ISMRM Workshop on Kidney MRI Biomarkers: The Route to Clinical Adoption