Chang, C., Sparks, R., Malone, J., Wang, C., Wilson, D. L., Yeh, Y. L., Van Boemmel-Wegmann, S. L., & Lo-Ciganic, W. L.(2020).Immune Checkpoint Inhibitors and Immune-Related Adverse Events in Patients With Advanced Melanoma: A Systematic Review and Network Meta-analysis..JAMA network open,3(3),e201611.
Xue, Z., Monaco, J., Sparks, R., & Madabhushi, A.(2017).Connecting Markov random fields and active contour models: application to gland segmentation and classification.Journal of Medical Imaging,4(2).
Sparks, R., & Madabhushi, A.(2016).Out-of-Sample Extrapolation utilizing Semi-Supervised Manifold Learning (OSE-SSL): Content Based Image Retrieval for Histopathology Images..Scientific reports,6, 27306.
Singanamalli, A., Rusu, M., Sparks, R., Shih, N., Ziober, A., Wang, Y., Tomaszewski, J., Rosen, M., Feldman, M., & Madabhushi, A.(2016).Identifying in vivo DCE MRI markers associated with microvessel architecture and gleason grades of prostate cancer..Journal of magnetic resonance imaging : JMRI,43(1),149-58.
Sparks, R., & Madabhushi, A.(2016).Out-of-Sample Extrapolation utilizing Semi-Supervised Manifold Learning (OSE-SSL): Content Based Image Retrieval for Histopathology Images.Scientific Reports [20452322],6
Sparks, R., Bloch, B., Feleppa, E., Barratt, D., Moses, D., Ponsky, L., & Madabhushi, A.(2015).Multiattribute probabilistic prostate elastic registration (MAPPER): application to fusion of ultrasound and magnetic resonance imaging..Medical physics,42(3),1153-63.
Madabhushi, A., Sparks, R., Bloch, B., Feleppa, E., Barratt, D., Moses, D., & Ponsky, L.(2015).Multiattribute probabilistic prostate elastic registration (MAPPER): Application to fusion of ultrasound and magnetic resonance imaging.Medical Physics/American Association of Physicists in Medicine,42, 1153-1163.
Lee, G., Sparks, R., Karabalin, R., Shih, N., Feldman, M., Spangler, E., Rebbeck, T., Tomaszewski, J., & Madabhushi, A.(2014).Co-occurring gland angularity in localized subgraphs: predicting biochemical recurrence in intermediate-risk prostate cancer patients..PloS one,9(5),e97954.
Madabhushi, A., & Sparks, R.(2013).Explicit shape descriptors: novel morphologic features for histopathology classification.Medical Image Analysis,17(8),997-1009.
Sparks, R., & Madabhushi, A.(2013).Explicit shape descriptors: novel morphologic features for histopathology classification..Medical image analysis,17(8),997-1009.
Sparks, R., & Madabhushi, A.(2013).Statistical Shape Model for Manifold Regularization: Gleason grading of prostate histology..Computer vision and image understanding : CVIU,117(9),1138-1146.
Madabhushi, A., & Sparks, R.(2013).Statistical Shape Model for Manifold Regularization: Gleason grading of prostate histology.Computer Vision and Image Understanding,117(9),1138-1146.
Sparks, R., Bloch, B., Feleppa, E., Barratt, D., & Madabhushi, A.(2013).Fully Automated Prostate Magnetic Resonance Imaging and Transrectal Ultrasound Fusion via a Probabilistic Registration Metric..Proceedings of SPIE--the International Society for Optical Engineering,8671
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.
Sparks, R., & Madabhushi, A.(2010).Novel morphometric based classification via diffeomorphic based shape representation using manifold learning..Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention,13(Pt 3),658-65.
