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Tina Kapur
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2020 – today
- 2024
- [j22]Alireza Mehrtash
, Erik Ziegler
, Tagwa Idris
, Bhanusupriya Somarouthu, Trinity Urban, Ann S. LaCasce
, Heather Jacene, Annick D. Van den Abbeele, Steve Pieper
, Gordon J. Harris
, Ron Kikinis
, Tina Kapur:
Evaluation of mediastinal lymph node segmentation of heterogeneous CT data with full and weak supervision. Comput. Medical Imaging Graph. 111: 102312 (2024) - [c23]Nicole M. Duggan, Mike Jin, Erik P. Duhaime, Tina Kapur, Maria Alejandra Duran Mendicuti, Stephen Hallisey, Denie Bernier, Lauren A. Selame, Ameneh Asgari-Targhi, Chanel E. Fischetti, Ruben T. Lucassen, Anthony E. Samir:
Expert-quality Dataset Labeling via Gamified Crowdsourcing on Point-of-Care Lung Ultrasound Data. HICSS 2024: 3891-3897 - [c22]Lachlan Driver, Nicole M. Duggan, Chares Brower, Mahdi Ebnali, Da'Marcus Baymon, Alexei Wagner, Roger D. Dias, Anthony E. Samir, Tina Kapur, Andrew J. Goldsmith, Christopher W. Baugh:
Machine Learning Models for Point-of-care Ultrasound Education and Training: National Cost Savings and Expert Time Reduction. HICSS 2024: 3915-3924 - [i18]Deepa Krishnaswamy
, Balint Kovacs, Stefan Denner, Steven D. Pieper, David A. Clunie, Christopher P. Bridge, Tina Kapur, Klaus H. Maier-Hein, Andrey Fedorov:
Automatic classification of prostate MR series type using image content and metadata. CoRR abs/2404.10892 (2024) - [i17]Reuben Dorent, Erickson Torio, Nazim Haouchine, Colin Galvin, Sarah F. Frisken, Alexandra J. Golby, Tina Kapur, William M. Wells III:
Patient-Specific Real-Time Segmentation in Trackerless Brain Ultrasound. CoRR abs/2405.09959 (2024) - 2023
- [j21]Saima Safdar
, Benjamin F. Zwick
, Yue Yu
, George C. Bourantas, Grand R. Joldes, Simon K. Warfield, Damon E. Hyde, Sarah F. Frisken, Tina Kapur, Ron Kikinis, Alexandra J. Golby, Arya Nabavi, Adam Wittek
, Karol Miller
:
SlicerCBM: automatic framework for biomechanical analysis of the brain. Int. J. Comput. Assist. Radiol. Surg. 18(10): 1925-1940 (2023) - [j20]Fryderyk Victor Kögl, Étienne Léger
, Nazim Haouchine, Erickson Torio
, Parikshit Juvekar, Nassir Navab
, Tina Kapur, Steve Pieper, Alexandra J. Golby, Sarah F. Frisken:
A tool-free neuronavigation method based on single-view hand tracking. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1307-1315 (2023) - [j19]Ruben T. Lucassen
, Mohammad H. Jafari
, Nicole M. Duggan
, Nick Jowkar, Alireza Mehrtash
, Chanel E. Fischetti
, Denie Bernier, Kira Prentice, Erik P. Duhaime
, Mike Jin
, Purang Abolmaesumi
, Friso G. Heslinga
, Mitko Veta
, Maria Alejandra Duran Mendicuti, Sarah F. Frisken
, Paul B. Shyn
, Alexandra J. Golby, Edward W. Boyer, William M. Wells III, Andrew J. Goldsmith, Tina Kapur
:
Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound. IEEE J. Biomed. Health Informatics 27(9): 4352-4361 (2023) - [c21]Nazim Haouchine, Reuben Dorent, Parikshit Juvekar, Erickson Torio, William M. Wells III, Tina Kapur, Alexandra J. Golby, Sarah F. Frisken:
Learning Expected Appearances for Intraoperative Registration During Neurosurgery. MICCAI (9) 2023: 227-237 - [c20]Reuben Dorent, Nazim Haouchine, Fryderyk Victor Kögl, Samuel Joutard, Parikshit Juvekar, Erickson Torio, Alexandra J. Golby, Sébastien Ourselin, Sarah F. Frisken, Tom Vercauteren
, Tina Kapur, William M. Wells III:
Unified Brain MR-Ultrasound Synthesis Using Multi-modal Hierarchical Representations. MICCAI (10) 2023: 448-458 - [i16]Nicole M. Duggan, Mike Jin, Maria Alejandra Duran Mendicuti, Stephen Hallisey, Denie Bernier, Lauren A. Selame, Ameneh Asgari-Targhi, Chanel E. Fischetti, Ruben T. Lucassen, Anthony E. Samir, Erik P. Duhaime, Tina Kapur, Andrew J. Goldsmith:
Gamified Crowdsourcing as a Novel Approach to Lung Ultrasound Dataset Labeling. CoRR abs/2306.06773 (2023) - [i15]Reuben Dorent, Nazim Haouchine, Fryderyk Victor Kögl, Samuel Joutard, Parikshit Juvekar, Erickson Torio, Alexandra J. Golby, Sébastien Ourselin, Sarah F. Frisken, Tom Vercauteren, Tina Kapur, William M. Wells III:
Unified Brain MR-Ultrasound Synthesis using Multi-Modal Hierarchical Representations. CoRR abs/2309.08747 (2023) - [i14]Nazim Haouchine, Reuben Dorent, Parikshit Juvekar, Erickson Torio, William M. Wells III, Tina Kapur, Alexandra J. Golby, Sarah F. Frisken:
Learning Expected Appearances for Intraoperative Registration during Neurosurgery. CoRR abs/2310.01735 (2023) - [i13]Mike Jin, Nicole M. Duggan, Varoon Bashyakarla, Maria Alejandra Duran Mendicuti, Stephen Hallisey, Denie Bernier, Joseph Stegeman, Erik P. Duhaime, Tina Kapur, Andrew J. Goldsmith:
Expert-Level Annotation Quality Achieved by Gamified Crowdsourcing for B-line Segmentation in Lung Ultrasound. CoRR abs/2312.10198 (2023) - 2022
- [j18]Walid M. Abdelmoula
, Sylwia Stopka, Elizabeth C. Randall, Michael Regan, Jeffrey N. Agar
, Jann N. Sarkaria, William M. Wells III, Tina Kapur, Nathalie Y. R. Agar
:
massNet: integrated processing and classification of spatially resolved mass spectrometry data using deep learning for rapid tumor delineation. Bioinform. 38(7): 2015-2021 (2022) - [j17]Étienne Léger
, Samantha Horvath, Jean-Christophe Fillion-Robin, David Allemang, Samuel Gerber, Parikshit Juvekar
, Erickson Torio
, Tina Kapur, Steve Pieper, Sonia Pujol, Ryan S. Bardsley, Sarah F. Frisken, Alexandra J. Golby:
NousNav: A low-cost neuronavigation system for deployment in lower-resource settings. Int. J. Comput. Assist. Radiol. Surg. 17(9): 1745-1750 (2022) - [j16]Yue Yu
, Saima Safdar, George C. Bourantas, Benjamin Zwick
, Grand R. Joldes, Tina Kapur, Sarah F. Frisken
, Ron Kikinis, Arya Nabavi, Alexandra J. Golby, Adam Wittek
, Karol Miller
:
Automatic framework for patient-specific modelling of tumour resection-induced brain shift. Comput. Biol. Medicine 143: 105271 (2022) - [c19]Jie Luo, Guangshen Ma, Nazim Haouchine, Zhe Xu, Yixin Wang, Tina Kapur, Lipeng Ning, William M. Wells III, Sarah F. Frisken:
On the Dataset Quality Control for Image Registration Evaluation. MICCAI (6) 2022: 36-45 - 2021
- [j15]Alireza Sedghi, Lauren J. O'Donnell
, Tina Kapur, Erik G. Learned-Miller
, Parvin Mousavi, William M. Wells III:
Image registration: Maximum likelihood, minimum entropy and deep learning. Medical Image Anal. 69: 101939 (2021) - [j14]Yoganand Balagurunathan
, Andrew Beers, Michael F. McNitt-Gray
, Lubomir M. Hadjiiski, Sandy Napel
, Dmitry B. Goldgof
, Gustavo Pérez
, Pablo Arbeláez
, Alireza Mehrtash
, Tina Kapur
, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez
, Ricard Delgado-Gonzalo
, Mohammad Mehdi Farhangi, Amir A. Amini
, Renkun Ni, Xue Feng
, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey
, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour
, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani:
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans. Medical Imaging 40(12): 3748-3761 (2021) - [c18]Alireza Mehrtash, Tina Kapur, Clare M. Tempany, Purang Abolmaesumi, William M. Wells III:
Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty. ISBI 2021: 443-447 - [c17]Nazim Haouchine, Parikshit Juvekar
, Xin Xiong, Jie Luo, Tina Kapur, Rose Du, Alexandra J. Golby, Sarah F. Frisken:
Estimation of High Framerate Digital Subtraction Angiography Sequences at Low Radiation Dose. MICCAI (6) 2021: 171-180 - 2020
- [j13]Alireza Sedghi, Alireza Mehrtash, Amoon Jamzad, Amel Amalou, William M. Wells III, Tina Kapur, Jin Tae Kwak
, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Sheng Xu, Purang Abolmaesumi, Parvin Mousavi:
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound. Int. J. Comput. Assist. Radiol. Surg. 15(7): 1215-1223 (2020) - [j12]Alireza Mehrtash
, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi
, Tina Kapur
:
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation. IEEE Trans. Medical Imaging 39(12): 3868-3878 (2020) - [c16]Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III:
PEP: Parameter Ensembling by Perturbation. NeurIPS 2020 - [i12]Alireza Mehrtash, Purang Abolmaesumi, Polina Golland, Tina Kapur, Demian Wassermann, William M. Wells III:
PEP: Parameter Ensembling by Perturbation. CoRR abs/2010.12721 (2020)
2010 – 2019
- 2019
- [j11]Alireza Mehrtash
, Mohsen Ghafoorian, Guillaume Pernelle, Alireza Ziaei, Friso G. Heslinga
, Kemal Tuncali, Andriy Fedorov
, Ron Kikinis, Clare M. Tempany, William M. Wells III, Purang Abolmaesumi
, Tina Kapur
:
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy. IEEE Trans. Medical Imaging 38(4): 1026-1036 (2019) - [c15]Alireza Sedghi, Tina Kapur, Jie Luo, Parvin Mousavi, William M. Wells III:
Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty. UNSURE/CLIP@MICCAI 2019: 12-22 - [c14]Alireza Sedghi, Soheil Hamidi, Alireza Mehrtash
, Erik Ziegler, Clare M. Tempany, Steve Pieper, Tina Kapur, Parvin Mousavi:
Tesseract-medical imaging: open-source browser-based platform for artificial intelligence deployment in medical imaging. Medical Imaging: Image-Guided Procedures 2019: 109511R - [c13]Alireza Sedghi, Jie Luo, Alireza Mehrtash
, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III:
Semi-supervised image registration using deep learning. Medical Imaging: Image-Guided Procedures 2019: 109511G - [i11]Alireza Sedghi, Jie Luo, Alireza Mehrtash
, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III:
Deep Information Theoretic Registration. CoRR abs/1901.00040 (2019) - [i10]Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur:
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation. CoRR abs/1911.13273 (2019) - 2018
- [j10]Fan Zhang, Peter Savadjiev, Weidong Cai
, Yang Song
, Yogesh Rathi, Birkan Tunç, Drew Parker, Tina Kapur, Robert T. Schultz, Nikos Makris, Ragini Verma, Lauren J. O'Donnell
:
Whole brain white matter connectivity analysis using machine learning: An application to autism. NeuroImage 172: 826-837 (2018) - [c12]Anneke Meyer, Alireza Mehrtash
, Marko Rak, Daniel Schindele, Martin Schostak, Clare M. Tempany, Tina Kapur, Purang Abolmaesumi, Andriy Fedorov
, Christian Hansen
:
Automatic high resolution segmentation of the prostate from multi-planar MRI. ISBI 2018: 177-181 - [i9]Alireza Sedghi, Jie Luo, Alireza Mehrtash
, Steve Pieper, Clare M. Tempany, Tina Kapur, Parvin Mousavi, William M. Wells III:
Semi-Supervised Deep Metrics for Image Registration. CoRR abs/1804.01565 (2018) - 2017
- [j9]André Mastmeyer
, Guillaume Pernelle, Ruibin Ma, Lauren Barber, Tina Kapur:
Accurate model-based segmentation of gynecologic brachytherapy catheter collections in MRI-images. Medical Image Anal. 42: 173-188 (2017) - [c11]Alireza Mehrtash
, Alireza Sedghi, Mohsen Ghafoorian, Mehdi Taghipour, Clare M. Tempany, William M. Wells III, Tina Kapur, Parvin Mousavi
, Purang Abolmaesumi, Andriy Fedorov
:
Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis 2017: 101342A - [c10]Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken
, Andriy Fedorov
, Purang Abolmaesumi, Bram Platel, William M. Wells III:
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) 2017: 516-524 - [c9]Alireza Mehrtash
, Mehran Pesteie, Jorden Hetherington, Peter A. Behringer, Tina Kapur, William M. Wells III, Robert Rohling, Andriy Fedorov
, Purang Abolmaesumi:
DeepInfer: open-source deep learning deployment toolkit for image-guided therapy. Medical Imaging: Image-Guided Procedures 2017: 101351K - [i8]Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III:
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR abs/1702.07841 (2017) - [i7]André Mastmeyer, Guillaume Pernelle, Lauren Barber, Steve Pieper, Dirk Fortmeier, Sandy Wells, Heinz Handels, Tina Kapur:
Model-based Catheter Segmentation in MRI-images. CoRR abs/1705.06712 (2017) - 2016
- [j8]Franklin King
, Jagadeesan Jayender, Sharath K. Bhagavatula, Paul B. Shyn, Steve Pieper, Tina Kapur, Andras Lasso, Gabor Fichtinger:
An Immersive Virtual Reality Environment for Diagnostic Imaging. J. Medical Robotics Res. 1(1): 1640003:1-1640003:9 (2016) - [j7]Tina Kapur, Steve Pieper, Andriy Fedorov
, Jean-Christophe Fillion-Robin, Michael Halle, Lauren O'Donnell
, Andras Lasso, Tamas Ungi
, Csaba Pinter
, Julien Finet
, Sonia Pujol, Jagadeesan Jayender, Junichi Tokuda
, Isaiah Norton, Raúl San José Estépar
, David T. Gering, Hugo J. W. L. Aerts, Marianna Jakab, Nobuhiko Hata, Luiz Ibáñez, Daniel J. Blezek, Jim Miller, Stephen R. Aylward
, W. Eric L. Grimson, Gabor Fichtinger, William M. Wells III, William E. Lorensen, William J. Schroeder, Ron Kikinis:
Increasing the impact of medical image computing using community-based open-access hackathons: The NA-MIC and 3D Slicer experience. Medical Image Anal. 33: 176-180 (2016) - 2015
- [j6]Andriy Fedorov
, Siavash Khallaghi, C. Antonio Sánchez, Andras Lasso, Sidney S. Fels
, Kemal Tuncali, Emily Neubauer Sugar, Tina Kapur, Chenxi Zhang, William M. Wells III, Paul L. Nguyen, Purang Abolmaesumi, Clare M. Tempany:
Open-source image registration for MRI-TRUS fusion-guided prostate interventions. Int. J. Comput. Assist. Radiol. Surg. 10(6): 925-934 (2015) - 2014
- [c8]Alireza Mehrtash
, Antonio Damato, Guillaume Pernelle, Lauren Barber, Nabgha Farhat, Akila N. Viswanathan
, Robert A. Cormack, Tina Kapur:
EM-navigated catheter placement for gynecologic brachytherapy: an accuracy study. Medical Imaging: Image-Guided Procedures 2014: 90361F - 2013
- [c7]Andriy Fedorov, Sang-Eun Song, Tina Kapur, Robert Owen, Emily Neubauer Sugar, Paul Nguyen, William M. Wells III, Clare M. Tempany:
Prototype Design and Phantom Evaluation of a Device for Co-registered MRI/TRUS Imaging of the Prostate. CLIP 2013: 125-133 - [c6]Guillaume Pernelle, Alireza Mehrtash, Lauren Barber, Antonio Damato, Wei Wang, Ravi Teja Seethamraju
, Ehud J. Schmidt, Robert A. Cormack
, William M. Wells III, Akila N. Viswanathan
, Tina Kapur:
Validation of Catheter Segmentation for MR-Guided Gynecologic Cancer Brachytherapy. MICCAI (3) 2013: 380-387 - [i6]Tina Kapur, Jan Egger, Antonio Damato, Ehud J. Schmidt, Akila N. Viswanathan:
3T MR-Guided Brachytherapy for Gynecologic Malignancies. CoRR abs/1302.5666 (2013) - [i5]Jan Egger, Tina Kapur, Andriy Fedorov, Steve Pieper, James V. Miller, Harini Veeraraghavan, Bernd Freisleben, Alexandra J. Golby, Christopher Nimsky, Ron Kikinis:
GBM Volumetry using the 3D Slicer Medical Image Computing Platform. CoRR abs/1303.0964 (2013) - [i4]Jan Egger, Junichi Tokuda, Laurent Chauvin, Bernd Freisleben, Christopher Nimsky, Tina Kapur, William M. Wells III:
Integration of the OpenIGTLink Network Protocol for Image-Guided Therapy with the Medical Platform MeVisLab. CoRR abs/1309.1863 (2013) - 2012
- [j5]Jan Egger, Stefan Grosskopf, Christopher Nimsky
, Tina Kapur, Bernd Freisleben
:
Modeling and visualization techniques for virtual stenting of aneurysms and stenoses. Comput. Medical Imaging Graph. 36(3): 183-203 (2012) - [j4]Tina Kapur, Steve Pieper, Ross T. Whitaker, Stephen R. Aylward
, Marianna Jakab, William J. Schroeder, Ron Kikinis:
The National Alliance for Medical Image Computing, a roadmap initiative to build a free and open source software infrastructure for translational research in medical image analysis. J. Am. Medical Informatics Assoc. 19(2): 176-180 (2012) - [c5]Mehdi Moradi, Firdaus Janoos, Andriy Fedorov, Petter Risholm, Tina Kapur, Luciant D. Wolfsberger, Paul L. Nguyen, Clare M. Tempany, William M. Wells III:
Two solutions for registration of ultrasound to MRI for image-guided prostate interventions. EMBC 2012: 1129-1132 - [c4]Mehdi Moradi, Christian Wachinger
, Andriy Fedorov, William M. Wells III, Tina Kapur, Luciant D. Wolfsberger, Paul Nguyen, Clare M. Tempany:
MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra. MLMI 2012: 19-26 - [i3]Jan Egger, Tina Kapur, Thomas Dukatz, Malgorzata Kolodziej, Dzenan Zukic, Bernd Freisleben, Christopher Nimsky:
Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape. CoRR abs/1203.2839 (2012) - [i2]Jan Egger, Bernd Freisleben, Christopher Nimsky, Tina Kapur:
Template-Cut: A Pattern-Based Segmentation Paradigm. CoRR abs/1205.6605 (2012) - [i1]Jan Egger, Tina Kapur, Christopher Nimsky, Ron Kikinis:
Pituitary Adenoma Volumetry with 3D Slicer. CoRR abs/1212.2860 (2012)
2000 – 2009
- 2006
- [c3]Ron Kikinis, Tina Kapur, Martha Elizabeth Shenton, Jeffrey S. Grethe, Mark H. Ellisman:
"Big Science" and Schizophrenia. ISBI 2006: 804-805 - 2003
- [j3]Anthony J. Yezzi, Lilla Zöllei
, Tina Kapur:
A variational framework for integrating segmentation and registration through active contours. Medical Image Anal. 7(2): 171-185 (2003)
1990 – 1999
- 1999
- [b1]Tina Kapur:
Model based three dimensional medical image segmentation. Massachusetts Institute of Technology, Cambridge, MA, USA, 1999 - 1998
- [c2]Tina Kapur, W. Eric L. Grimson, Ron Kikinis, William M. Wells III:
Enhanced Spatial Priors for Segmentation of Magnetic Resonance Imagery. MICCAI 1998: 457-468 - 1997
- [j2]W. Eric L. Grimson, Tina Kapur, Gil J. Ettinger, Michael E. Leventon, William M. Wells III, Ron Kikinis:
Utilizing Segmented MRI Data in Image-Guided Surgery. Int. J. Pattern Recognit. Artif. Intell. 11(8): 1367-1397 (1997) - 1996
- [j1]Tina Kapur, W. Eric L. Grimson, William M. Wells III, Ron Kikinis:
Segmentation of brain tissue from magnetic resonance images. Medical Image Anal. 1(2): 109-127 (1996) - 1995
- [c1]Tina Kapur, W. Eric L. Grimson, Ron Kikinis:
Segmentation of Brain Tissue from MR Images. CVRMed 1995: 429-433
Coauthor Index
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