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MRM publication: Self-supervised IVIM DWI parameter estimation with a physics based forward model

News: November 30, 2021

Self-supervised IVIM DWI parameter estimation with a physics based forward model Serge Didenko Vasylechko , Simon K. Warfield , Onur Afacan , Sila KurugolMagnetic Resonance in Medicine https://onlinelibrary.wiley.com/doi/10.1002/mrm.28989 Abstract Purpose To assess the robustness and repeatability...

Onur Afacan

Person: Director, Principal Investigator, QUIN, Associate Professor of Radiology at Harvard Medical School

Onur Afacan is an Assistant Professor at Harvard Medical School, co-Director of QUIN Research Group and Principle Investigator in the Computational Radiology Laboratory at Children’s Hospital Boston. I received my B.Sc degree from Middle East Technical University, Ankara, Turkey in 2003, M.Sc degree...

Retrospective Distortion and Motion Correction for Free-Breathing DW-MRI of the Kidneys Using Dual-Echo EPI and Slice-to-Volume Registration

Publication: Journal Article

Coll-Font, Jaume, Onur Afacan, Scott Hoge, Harsha Garg, Kumar Shashi, Bahram Marami, Ali Gholipour, Jeanne Chow, Simon Warfield, and Sila Kurugol. 2020. “Retrospective Distortion and Motion Correction for Free-Breathing DW-MRI of the Kidneys Using Dual-Echo EPI and Slice-to-Volume Registration”. Journal of Magnetic Resonance Imaging.

Retrospective Distortion and Motion Correction for Free-Breathing DW-MRI of the Kidneys Using Dual-Echo EPI and Slice-to-Volume Registration

Publication: Journal Article

Coll-Font, Jaume, Onur Afacan, Scott Hoge, Harsha Garg, Kumar Shashi, Bahram Marami, Ali Gholipour, Jeanne Chow, Simon Warfield, and Sila Kurugol. 2021. “Retrospective Distortion and Motion Correction for Free-Breathing DW-MRI of the Kidneys Using Dual-Echo EPI and Slice-to-Volume Registration”. Journal of Magnetic Resonance Imaging 53 (5): 1432–1443.

Magnetic Resonance Imaging (MRI) and Spectroscopy in Succinic Semialdehyde Dehydrogenase Deficiency

Publication: Journal Article

Afacan, Onur, Edward Yang, Alexander Lin, Eduardo Coello, Melissa DiBacco, Phillip Pearl, Simon Warfield, and Ssadh Deficiency Investigators Consortium. 2021. “Magnetic Resonance Imaging (MRI) and Spectroscopy in Succinic Semialdehyde Dehydrogenase Deficiency”. Journal of Child Neurology, 0883073821991295.

About

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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...

Machine learning for fast motion compensated quantitative abdominal DCE-MRI

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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...

Machine learning for image analysis

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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.

Aziz Kocanaogullari

Person: Alumni-Post-doctoral research fellow, QUIN

Aziz Kocanaogullari received a B.S. degree in electronics engineering and a B.S. degree in mathematics from Istanbul Technical University, Istanbul, Turkey, in 2014 and 2015 respectively. He received M.Sc. degree in Telecommunications Engineering at Istanbul Technical University in 2016. He received...

Sila Kurugol

Person: Director, Principal Investigator, QUIN, Associate Professor of Radiology at Harvard Medical School

Sila Kurugol is an Associate Professor of Radiology at Harvard Medical School and a principal investigator at Computational Radiology Lab (CRL). She received her B.S., M.S. and PhD degrees all in electrical and computer engineering in Middle East Technical University, Bilkent University, Ankara...