Tina Kapur

According to our database1, Tina Kapur authored at least 47 papers between 1995 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Automatic framework for patient-specific modelling of tumour resection-induced brain shift.
Comput. Biol. Medicine, 2022

NousNav: A low-cost neuronavigation system for deployment in lower-resource settings.
Int. J. Comput. Assist. Radiol. Surg., 2022

massNet: integrated processing and classification of spatially resolved mass spectrometry data using deep learning for rapid tumor delineation.
Bioinform., 2022

On the Dataset Quality Control for Image Registration Evaluation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.
IEEE Trans. Medical Imaging, 2021

Image registration: Maximum likelihood, minimum entropy and deep learning.
Medical Image Anal., 2021

Estimation of High Framerate Digital Subtraction Angiography Sequences at Low Radiation Dose.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Prostate Cancer Diagnosis With Sparse Biopsy Data And In Presence Of Location Uncertainty.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2020

Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Int. J. Comput. Assist. Radiol. Surg., 2020

PEP: Parameter Ensembling by Perturbation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy.
IEEE Trans. Medical Imaging, 2019

Deep Information Theoretic Registration.
CoRR, 2019

Semi-supervised image registration using deep learning.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Tesseract-medical imaging: open-source browser-based platform for artificial intelligence deployment in medical imaging.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019

Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

Whole brain white matter connectivity analysis using machine learning: An application to autism.
NeuroImage, 2018

Semi-Supervised Deep Metrics for Image Registration.
CoRR, 2018

Automatic high resolution segmentation of the prostate from multi-planar MRI.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Accurate model-based segmentation of gynecologic brachytherapy catheter collections in MRI-images.
Medical Image Anal., 2017

Model-based Catheter Segmentation in MRI-images.
CoRR, 2017

DeepInfer: open-source deep learning deployment toolkit for image-guided therapy.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Classification of clinical significance of MRI prostate findings using 3D convolutional neural networks.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Increasing the impact of medical image computing using community-based open-access hackathons: The NA-MIC and 3D Slicer experience.
Medical Image Anal., 2016

An Immersive Virtual Reality Environment for Diagnostic Imaging.
J. Medical Robotics Res., 2016

Open-source image registration for MRI-TRUS fusion-guided prostate interventions.
Int. J. Comput. Assist. Radiol. Surg., 2015

EM-navigated catheter placement for gynecologic brachytherapy: an accuracy study.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014

GBM Volumetry using the 3D Slicer Medical Image Computing Platform
CoRR, 2013

3T MR-Guided Brachytherapy for Gynecologic Malignancies.
CoRR, 2013

Integration of the OpenIGTLink Network Protocol for Image-Guided Therapy with the Medical Platform MeVisLab.
CoRR, 2013

Validation of Catheter Segmentation for MR-Guided Gynecologic Cancer Brachytherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Prototype Design and Phantom Evaluation of a Device for Co-registered MRI/TRUS Imaging of the Prostate.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013

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., 2012

Pituitary Adenoma Volumetry with 3D Slicer
CoRR, 2012

Template-Cut: A Pattern-Based Segmentation Paradigm
CoRR, 2012

Square-Cut: A Segmentation Algorithm on the Basis of a Rectangle Shape
CoRR, 2012

Modeling and visualization techniques for virtual stenting of aneurysms and stenoses.
Comput. Medical Imaging Graph., 2012

MRI Confirmed Prostate Tissue Classification with Laplacian Eigenmaps of Ultrasound RF Spectra.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Two solutions for registration of ultrasound to MRI for image-guided prostate interventions.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

"Big Science" and Schizophrenia.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

A variational framework for integrating segmentation and registration through active contours.
Medical Image Anal., 2003

Model based three dimensional medical image segmentation.
PhD thesis, 1999

Enhanced Spatial Priors for Segmentation of Magnetic Resonance Imagery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

Utilizing Segmented MRI Data in Image-Guided Surgery.
Int. J. Pattern Recognit. Artif. Intell., 1997

Segmentation of brain tissue from magnetic resonance images.
Medical Image Anal., 1996

Segmentation of Brain Tissue from MR Images.
Proceedings of the Computer Vision, 1995