Hipp, J., Sica, J., McKenna, B., Monaco, J., Madabhushi, A., Cheng, J., ... Balis, U.(2011).The need for the pathology community to sponsor a whole slide imaging repository with technical guidance from the pathology informatics community.. Journal of pathology informatics, 2(), 31.
Golugula, A., Lee, G., & Madabhushi, A.(2011).Evaluating feature selection strategies for high dimensional, small sample size datasets.. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2011(), 949-52.
Golugula, A., Lee, G., Master, S., Feldman, M., Tomaszewski, J., & Madabhushi, A.(2011).Supervised regularized canonical correlation analysis: integrating histologic and proteomic data for predicting biochemical failures.. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2011(), 6434-7.
Karabalin, R., Veltri, R., Epstein, J., Christudass, C., & Madabhushi, A.(2011).Adaptive energy selective active contour with shape priors for nuclear segmentation and gleason grading of prostate cancer.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 14(Pt 1), 661-9.
Monaco, J., Tomaszewski, J., Feldman, M., Hagemann, I., Moradi, M., Mousavi, P., ... Madabhushi, A.(2010).High-throughput detection of prostate cancer in histological sections using probabilistic pairwise Markov models.. Medical image analysis, 14(4), 617-29.
Fatakdawala, H., Xu, J., Basavanhally, A., Bhanot, G., Ganesan, S., Feldman, M., ... Madabhushi, A.(2010).Expectation-maximization-driven geodesic active contour with overlap resolution (EMaGACOR): application to lymphocyte segmentation on breast cancer histopathology.. IEEE transactions on bio-medical engineering, 57(7), 1676-89.
Basavanhally, A., Ganesan, S., Agner, S., Monaco, J., Feldman, M., Tomaszewski, J., ... Madabhushi, A.(2010).Computerized image-based detection and grading of lymphocytic infiltration in HER2+ breast cancer histopathology.. IEEE transactions on bio-medical engineering, 57(3), 642-53.
Tiwari, P., Kurhanewicz, J., Rosen, M., & Madabhushi, A.(2010).Semi supervised multi kernel (SeSMiK) graph embedding: identifying aggressive prostate cancer via magnetic resonance imaging and spectroscopy.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 13(Pt 3), 666-73.
Xu, J., Monaco, J., & Madabhushi, A.(2010).Markov random field driven region-based active contour model (MaRACel): application to medical image segmentation.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 13(Pt 3), 197-204.
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.
Madabhushi, A., & Gusberg, R.(2009).Concomitant abdominal aortic aneurysm and rectal cancer: a treatment dilemma.. Techniques in coloproctology, 13(4), 327-8.
Tiwari, P., Rosen, M., & Madabhushi, A.(2009).A hierarchical spectral clustering and nonlinear dimensionality reduction scheme for detection of prostate cancer from magnetic resonance spectroscopy (MRS).. Medical physics, 36(9), 3927-39.
Alexe, G., Monaco, J., Doyle, S., Basavanhally, A., Reddy, A., Seiler, M., ... Madabhushi, A.(2009).Towards improved cancer diagnosis and prognosis using analysis of gene expression data and computer aided imaging.. Experimental biology and medicine (Maywood, N.J.), 234(8), 860-79.
Viswanath, S. E., Bloch, B., Rosen, M., Chappelow, J., Toth, R., Rofsky, N., ... Madabhushi, A.(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.
Janowczyk, A., Chandran, S., Singh, U., Sasaroli, D., Coukos, G., Feldman, M., ... Madabhushi, A.(2009).Hierarchical normalized cuts: unsupervised segmentation of vascular biomarkers from ovarian cancer tissue microarrays.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 12(Pt 1), 230-8.
Tiwari, P., Rosen, M., Reed, G., Kurhanewicz, J., & Madabhushi, A.(2009).Spectral embedding based probabilistic boosting tree (ScEPTre): classifying high dimensional heterogeneous biomedical data.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 12(Pt 2), 844-51.
Lee, G., Rodriguez, C., & Madabhushi, A.(2008).Investigating the efficacy of nonlinear dimensionality reduction schemes in classifying gene and protein expression studies.. IEEE/ACM transactions on computational biology and bioinformatics, 5(3), 368-84.
Tiwari, P., Rosen, M., & Madabhushi, A.(2008).Consensus-locally linear embedding (C-LLE): application to prostate cancer detection on magnetic resonance spectroscopy.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 11(Pt 2), 330-8.
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.
Viswanath, S. E., Bloch, B., Genega, E., Rofsky, N., Lenkinski, R., Chappelow, J., ... Madabhushi, A.(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.
Tiwari, P., Madabhushi, A., & Rosen, M.(2007).A hierarchical unsupervised spectral clustering scheme for detection of prostate cancer from magnetic resonance spectroscopy (MRS).. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 10(Pt 2), 278-86.
