Robert Toth | Case School of Engineering

Patents Received

2012, "Computer Assisted Diagnosis (CAD) of cancer using Multi-Functional Multi-Modal in vivo Magnetic Resonance Spectroscopy (MRS) and Imaging (MRI)" 8,295,575, Pallavi Tiwari, Anant Madabhushi, Satish Viswanath, Robert Toth, Michael Feldman, John Tomaszewski, & Mark Rosen.

2012, "Computer Assisted Diagnosis (CAD) of cancer using Multi-Functional Multi-Modal in vivo Magnetic Resonance Spectroscopy (MRS) and Imaging (MRI)" US 8295575 B2, Anant Madabhushi, Michael Feldman, John Tomaszewski, Mark Rosen, Satish Viswanath, Pallavi Tiwari, & Robert Toth.

Publications

Miao, R., Toth, R., Zhou, Y., Madabhushi, A., & Janowczyk, A. (2021). Quick Annotator: an open-source digital pathology based rapid image annotation tool. The Journal of Pathology: Clinical Research.

Toth, R., Sperling, D., & Madabhushi, A. (2016). Quantifying Post- Laser Ablation Prostate Therapy Changes on MRI via a Domain-Specific Biomechanical Model: Preliminary Findings.. PloS one, 11 (4), e0150016.

Toth, R., Traughber, B., Ellison, C., Kurhanewicz, J., & Madabhushi, A. (2014). A Domain Constrained Deformable (DoCD) Model for Co-registration of Pre- and Post-Radiated Prostate MRI.. Neurocomputing, 114 , 3-12.

Viswanath, S. E., Toth, R. E., Rusu, M. E., Sperling, D. E., Lepor, H. E., Futterer, J. E., & Madabhushi, A. E. (2014). Identifying Quantitative In Vivo Multi-Parametric MRI Features For Treatment Related Changes after Laser Interstitial Thermal Therapy of Prostate Cancer.. Neurocomputing, 144 , 13-23.

Viswanath, S. E., Toth, R. E., Rusu, M. E., Sperling, D. E., Lepor, H. E., Futterer, J. E., & Madabhushi, A. E. (2014). Identifying Quantitative In Vivo Multi-Parametric MRI Features For Treatment Related Changes after Laser Interstitial Thermal Therapy of Prostate Cancer. Neurocomputing.

Toth, R., Shih, N., Tomaszewski, J., Feldman, M., Kutter, O., Cymbalyuk, G., Paulus, Jr, J., Paladini, G., & Madabhushi, A. (2014). Histostitcher™: An informatics software platform for reconstructing whole-mount prostate histology using the extensible imaging platform framework.. Journal of pathology informatics, 5 (1), 8.

Litjens, G., Toth, R., Van de Ven, W., Hoeks, C., Kerkstra, S., Van Ginneken, B., Vincent, G., Guillard, G., Birbeck, N., Zhang, J., Strand, R., Malmberg, F., McCullough, R., Davatzikos, C., Kirschner, M., Jung, F., Yuan, J., Gao, S., Edwards, P., Maan, B., Van der Heijden, F., Ghose, S., Mitrani, J., Dowling, J., Barratt, D., Huisman, H., & Madabhushi, A. (2014). Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge.. Medical image analysis, 18 (2), 359-73.

Madabhushi, A., & Toth, R. (2013). Simultaneous Segmentation of Prostatic Zones Using Active Appearance Models With Multiple Coupled Levelsets. Computer Vision and Image Understanding, 117 (9), 1051-1060.

Toth, R., Ribault, J., Gentile, J., Sperling, D., & Madabhushi, A. (2013). Simultaneous Segmentation of Prostatic Zones Using Active Appearance Models With Multiple Coupled Levelsets.. Computer vision and image understanding : CVIU, 117 (9), 1051-1060.

Viswanath, S. E., Toth, R. E., Rusu, M. E., Sperling, D. E., Lepor, H. E., Futterer, J. E., & Madabhushi, A. E. (2013). Quantitative Evaluation of Treatment Related Changes on Multi-Parametric MRI after Laser Interstitial Thermal Therapy of Prostate Cancer.. Proceedings of SPIE--the International Society for Optical Engineering, 8671 , 86711F.

Hwuang, E., Danish, S., Rusu, M., Sparks, R., Toth, R., & Madabhushi, A. (2013). Anisotropic smoothing regularization (AnSR) in Thirion's Demons registration evaluates brain MRI tissue changes post-laser ablation.. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2013 , 4006-9.

Toth, R., & Madabhushi, A. (2012). Multifeature landmark-free active appearance models: application to prostate MRI segmentation.. IEEE transactions on medical imaging, 31 (8), 1638-50.

Viswanath, S. E., Bloch, B. E., Chappelow, J. E., Toth, R. E., Rofsky, N. E., Genega, E. E., Lenkinski, R. E., & Madabhushi, A. E. (2012). Central gland and peripheral zone prostate tumors have significantly different quantitative imaging signatures on 3 Tesla endorectal, in vivo T2-weighted MR imagery.. Journal of magnetic resonance imaging : JMRI, 36 (1), 213-24.

Chowdhury, N., Toth, R., Chappelow, J., Kim, S., Motwani, S., Punekar, S., Linderman, S., Both, S., Vapiwala, N., Hahn, S., & Madabhushi, A. (2012). Concurrent segmentation of the prostate on MRI and CT via linked statistical shape models for radiotherapy planning.. Medical physics, 39 (4), 2214-28.

Bulman, J., Toth, R., Patel, S., Bloch, B., McMahon, C., Otorongo, M., Madabhushi, A., & Rofsky, N. (2012). Automated computer-derived prostate volumes from MR imaging data: comparison with radiologist-derived MR imaging and pathologic specimen volumes.. Radiology, 262 (1), 144-51.

Toth, R., Bloch, B., Genega, E., Rofsky, N., Lenkinski, R., Rosen, M., Kalyanpur, A., Pungavkar, S., & Madabhushi, A. (2011). Accurate prostate volume estimation using multifeature active shape models on T2-weighted MRI.. Academic radiology, 18 (6), 745-54.

Toth, R., Tiwari, P., Rosen, M., Reed, G., Kurhanewicz, J., Kalyanpur, A., Pungavkar, S., & Madabhushi, A. (2011). A magnetic resonance spectroscopy driven initialization scheme for active shape model based prostate segmentation.. Medical image analysis, 15 (2), 214-25.

Viswanath, S. E., Tiwari, P. E., Chappelow, J. E., Toth, R. E., Kurhanewicz, J. E., & Madabhushi, A. E. (2011). CADOnc©: An Integrated Toolkit For Evaluating Radiation Therapy Related Changes In The Prostate Using Multiparametric MRI.. Proceedings. IEEE International Symposium on Biomedical Imaging, 2011 , 2095-2098.

Viswanath, S. E., Bloch, B. E., Rosen, M. E., Chappelow, J. E., Toth, R. E., Rofsky, N. E., Lenkinski, R. E., Genega, E. E., Kalyanpur, A. E., & Madabhushi, A. E. (2009). Integrating Structural and Functional Imaging for Computer Assisted Detection of Prostate Cancer on Multi-Protocol In Vivo 3 Tesla MRI.. Proceedings of SPIE--the International Society for Optical Engineering, 7260 , 72603I.

Viswanath, S. E., Bloch, B. E., Genega, E. E., Rofsky, N. E., Lenkinski, R. E., Chappelow, J. E., Toth, R. E., & Madabhushi, A. E. (2008). A comprehensive segmentation, registration, and cancer detection scheme on 3 Tesla in vivo prostate DCE-MRI.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 11 (Pt 1), 662-9.

Toth, R., Chappelow, J., Rosen, M., Pungavkar, S., Kalyanpur, A., & Madabhushi, A. (2008). Multi-attribute non-initializing texture reconstruction based active shape model (MANTRA).. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 11 (Pt 1), 653-61.