Dr. Tina Kapur Profile

Dr. Tina Kapur

Associate Research Associate at Brigham and Womens Hospital

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Publications (6)

Proceedings Article | 8 March 2019 Presentation + Paper

Semi-supervised image registration using deep learning

Alireza Sedghi, Jie Luo, Alireza Mehrtash, Steve Pieper, Clare Tempany, Tina Kapur, Parvin Mousavi, William Wells

Proceedings Volume 10951, 109511G (2019) https://doi.org/10.1117/12.2513020

KEYWORDS: Image registration, Magnetic resonance imaging, Ultrasonography, Medical imaging, Machine learning, Data processing, Rigid registration, 3D image processing, Network architectures, Image fusion

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Proceedings Article | 8 March 2019 Paper

Tesseract-medical imaging: open-source browser-based platform for artificial intelligence deployment in medical imaging

Alireza Sedghi, Soheil Hamidi, Alireza Mehrtash, Erik Ziegler, Clare Tempany, Steve Pieper, Tina Kapur, Parvin Mousavi

Proceedings Volume 10951, 109511R (2019) https://doi.org/10.1117/12.2513004

KEYWORDS: Artificial intelligence, Medical imaging, Magnetic resonance imaging, Picture Archiving and Communication System, Prostate, Integration, Radiology, Clinical research

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Proceedings Article | 3 March 2017 Paper

Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks

Alireza Mehrtash, Alireza Sedghi, Mohsen Ghafoorian, Mehdi Taghipour, Clare Tempany, William Wells, Tina Kapur, Parvin Mousavi, Purang Abolmaesumi, Andriy Fedorov

Proceedings Volume 10134, 101342A (2017) https://doi.org/10.1117/12.2277123

KEYWORDS: Convolutional neural networks, Principal component analysis, Magnetic resonance imaging, Prostate, Computer aided diagnosis and therapy, Data modeling, Prostate cancer, Diffusion weighted imaging, 3D modeling, Tissues

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Proceedings Article | 3 March 2017 Presentation + Paper

DeepInfer: open-source deep learning deployment toolkit for image-guided therapy

Alireza Mehrtash, Mehran Pesteie, Jorden Hetherington, Peter Behringer, Tina Kapur, William Wells, Robert Rohling, Andriy Fedorov, Purang Abolmaesumi

Proceedings Volume 10135, 101351K (2017) https://doi.org/10.1117/12.2256011

KEYWORDS: Data modeling, 3D modeling, Machine learning, Medical imaging, Neural networks, 3D image processing, Biomedical optics, Biomedical engineering, Software development, Prostate, Visual process modeling, Image segmentation, Visualization, Solid modeling, Ultrasonography

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SPIE Journal Paper | 1 March 2016

Bolus arrival time and its effect on tissue characterization with dynamic contrast-enhanced magnetic resonance imaging

Alireza Mehrtash, Sandeep Gupta, Dattesh Shanbhag, James Miller, Tina Kapur, Fiona Fennessy, Ron Kikinis, Andriy Fedorov

JMI, Vol. 3, Issue 01, 014503, (March 2016) https://doi.org/10.1117/12.10.1117/1.JMI.3.1.014503

KEYWORDS: Tissues, Magnetic resonance imaging, Principal component analysis, Tumors, Data modeling, Prostate, Error analysis, Breast cancer, Temporal resolution, Solids

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Proceedings Article | 12 March 2014 Paper

EM-navigated catheter placement for gynecologic brachytherapy: an accuracy study

Alireza Mehrtash, Antonio Damato, Guillaume Pernelle, Lauren Barber, Nabgha Farhat, Akila Viswanathan, Robert Cormack, Tina Kapur

Proceedings Volume 9036, 90361F (2014) https://doi.org/10.1117/12.2044381

KEYWORDS: Computed tomography, 3D modeling, Navigation systems, Gold, 3D image processing, 3D acquisition, Image segmentation, Image registration, Magnetic resonance imaging, Visualization

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Showing 5 of 6 publications

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