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Robert Toth
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Publications
- 2023
- [i2]Cedric Walker, Tasneem Talawalla, Robert Toth, Akhil Ambekar, Kien Rea, Oswin Chamian, Fan Fan, Sabina Berezowska, Sven Rottenberg, Anant Madabhushi, Marie Maillard, Laura Barisoni, Hugo Mark Horlings, Andrew Janowczyk:
PatchSorter: A High Throughput Deep Learning Digital Pathology Tool for Object Labeling. CoRR abs/2307.07528 (2023) - 2014
- [j11]Robert Toth, Bryan J. Traughber, Rodney J. Ellis, John Kurhanewicz, Anant Madabhushi:
A domain constrained deformable (DoCD) model for co-registration of pre- and post-radiated prostate MRI. Neurocomputing 144: 3-12 (2014) - [j10]Satish Viswanath, Robert Toth, Mirabela Rusu, Dan Sperling, Herbert Lepor, Jurgen J. Fütterer, Anant Madabhushi:
Identifying quantitative in vivo multi-parametric MRI features for treatment related changes after laser interstitial thermal therapy of prostate cancer. Neurocomputing 144: 13-23 (2014) - [j9]Geert Litjens, Robert Toth, Wendy J. M. van de Ven, Caroline Hoeks, Sjoerd Kerkstra, Bram van Ginneken, Graham Vincent, Gwenaël Guillard, Neil Birbeck, Jindang Zhang, Robin Strand, Filip Malmberg, Yangming Ou, Christos Davatzikos, Matthias Kirschner, Florian Jung, Jing Yuan, Wu Qiu, Qinquan Gao, Philip J. Edwards, Bianca Maan, Ferdinand van der Heijden, Soumya Ghose, Jhimli Mitra, Jason Dowling, Dean C. Barratt, Henkjan J. Huisman, Anant Madabhushi:
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. 18(2): 359-373 (2014) - 2013
- [j7]Robert Toth, Justin Ribault, John Gentile, Dan Sperling, Anant Madabhushi:
Simultaneous segmentation of prostatic zones using Active Appearance Models with multiple coupled levelsets. Comput. Vis. Image Underst. 117(9): 1051-1060 (2013) - [c18]Eileen Hwuang, Shabbar Danish, Mirabela Rusu, Rachel Sparks, Robert Toth, Anant Madabhushi:
Anisotropic smoothing regularization (AnSR) in Thirion's Demons registration evaluates brain MRI tissue changes post-laser ablation. EMBC 2013: 4006-4009 - [c17]Srivathsan Babu Prabu, Robert Toth, Anant Madabhushi:
A statistical deformation model (SDM) based regularizer for non-rigid image registration: application to registration of multimodal prostate MRI and histology. Medical Imaging: Digital Pathology 2013: 86760C - [c16]Satish Viswanath, Robert Toth, Mirabela Rusu, Dan Sperling, Herbert Lepor, Jurgen J. Fütterer, Anant Madabhushi:
Quantitative evaluation of treatment related changes on multi-parametric MRI after laser interstitial thermal therapy of prostate cancer. Medical Imaging: Image-Guided Procedures 2013: 86711F - 2012
- [j3]Robert Toth, Anant Madabhushi:
Multifeature Landmark-Free Active Appearance Models: Application to Prostate MRI Segmentation. IEEE Trans. Medical Imaging 31(8): 1638-1650 (2012) - [c13]Robert Toth, Jonathan Chappelow, Christoph Vetter, Oliver Kutter, Christoph Russ, Michael D. Feldman, John Tomaszewski, Natalie Shih, Anant Madabhushi:
Incorporating the whole-mount prostate histology reconstruction program Histostitcher into the extensible imaging platform (XIP) framework. Medical Imaging: Computer-Aided Diagnosis 2012: 83151K - 2011
- [j2]Robert Toth, Pallavi Tiwari, Mark Rosen, Galen Reed, John Kurhanewicz, Arjun Kalyanpur, Sona Pungavkar, Anant Madabhushi:
A magnetic resonance spectroscopy driven initialization scheme for active shape model based prostate segmentation. Medical Image Anal. 15(2): 214-225 (2011) - [c11]Robert Toth, Rachel Sparks, Anant Madabhushi:
Medial axis based statistical shape model (MASSM): Applications to 3D prostate segmentation on MRI. ISBI 2011: 1463-1466 - [c10]Satish Viswanath, Pallavi Tiwari, Jonathan Chappelow, Robert Toth, John Kurhanewicz, Anant Madabhushi:
CADOnc ©: An integrated toolkit for evaluating radiation therapy related changes in the prostate using multiparametric MRI. ISBI 2011: 2095-2098 - [c9]Najeeb Chowdhury, Jonathan Chappelow, Robert Toth, Sung Kim, Stephen Hahn, Neha Vapiwala, Haibo Lin, Stefan Both, Anant Madabhushi:
Linked statistical shape models for multi-modal segmentation: application to prostate CT-MR segmentation in radiotherapy planning. Medical Imaging: Computer-Aided Diagnosis 2011: 796314 - [c8]Robert Toth, Julie Bulman, Amish D. Patel, B. Nicolas Bloch, Elizabeth Genega, Neil Rofsky, Robert E. Lenkinski, Anant Madabhushi:
Integrating an adaptive region-based appearance model with a landmark-free statistical shape model: application to prostate MRI segmentation. Medical Imaging: Image Processing 2011: 79622V - 2010
- [c6]Rachel Sparks, Robert Toth, Jonathan Chappelow, Gaoyu Xiao, Anant Madabhushi:
An integrated framework for analyzing three-dimensional shape differences: evaluating prostate morphometry. ISBI 2010: 1081-1084 - 2009
- [c5]Satish Viswanath, B. Nicolas Bloch, Mark Rosen, Jonathan Chappelow, Robert Toth, Neil Rofsky, Robert E. Lenkinski, Elizabeth Genega, Arjun Kalyanpur, Anant Madabhushi:
Integrating structural and functional imaging for computer assisted detection of prostate cancer on multi-protocol in vivo 3 Tesla MRI. Medical Imaging: Computer-Aided Diagnosis 2009: 72603I - [c4]Robert Toth, Scott Doyle, Mark Rosen, Arjun Kalyanpur, Sona Pungavkar, B. Nicolas Bloch, Elizabeth Genega, Neil Rofsky, Robert E. Lenkinski, Anant Madabhushi:
WERITAS: weighted ensemble of regional image textures for ASM segmentation. Medical Imaging: Image Processing 2009: 725905 - 2008
- [c3]Robert Toth, Jonathan Chappelow, Mark Rosen, Sona Pungavkar, Arjun Kalyanpur, Anant Madabhushi:
Multi-Attribute Non-initializing Texture Reconstruction Based Active Shape Model (MANTRA). MICCAI (1) 2008: 653-661 - [c2]Satish Viswanath, B. Nicolas Bloch, Elizabeth Genega, Neil Rofsky, Robert E. Lenkinski, Jonathan Chappelow, Robert Toth, Anant Madabhushi:
A Comprehensive Segmentation, Registration, and Cancer Detection Scheme on 3 Tesla In VivoProstate DCE-MRI. MICCAI (1) 2008: 662-669 - [c1]Robert Toth, Pallavi Tiwari, Mark Rosen, Arjun Kalyanpur, Sona Pungavkar, Anant Madabhushi:
A multi-modal prostate segmentation scheme by combining spectral clustering and active shape models. Medical Imaging: Image Processing 2008: 69144S
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