Xu, J., Janowczyk, A., Chandran, S., & Madabhushi, A.(2011).A high-throughput active contour scheme for segmentation of histopathological imagery.. Medical image analysis, 15(6), 851-62.
Doyle, S., Monaco, J., Feldman, M., Tomaszewski, J., & Madabhushi, A.(2011).An active learning based classification strategy for the minority class problem: application to histopathology annotation.. BMC bioinformatics, 12(), 424.
Madabhushi, A., Agner, S., Basavanhally, A., Doyle, S., & Lee, G.(2011).Computer-aided prognosis: predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data.. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society, 35(7-8), 506-14.
Xiao, G., Bloch, B., Chappelow, J., Genega, E., Rofsky, N., Lenkinski, R., ... Madabhushi, A.(2011).Determining histology-MRI slice correspondences for defining MRI-based disease signatures of prostate cancer.. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society, 35(7-8), 568-78.
Monaco, J., & Madabhushi, A.(2011).Weighted maximum posterior marginals for random fields using an ensemble of conditional densities from multiple Markov chain Monte Carlo simulations.. IEEE transactions on medical imaging, 30(7), 1353-64.
Toth, R., Bloch, B., Genega, E., Rofsky, N., Lenkinski, R., Rosen, M., ... Madabhushi, A.(2011).Accurate prostate volume estimation using multifeature active shape models on T2-weighted MRI.. Academic radiology, 18(6), 745-54.
Agner, S., Soman, S., Libfeld, E., McDonald, M., Thomas, K., Englander, S., ... Madabhushi, A.(2011).Textural kinetics: a novel dynamic contrast-enhanced (DCE)-MRI feature for breast lesion classification.. Journal of digital imaging, 24(3), 446-63.
Toth, R., Tiwari, P., Rosen, M., Reed, G., Kurhanewicz, J., Kalyanpur, A., ... Madabhushi, A.(2011).A magnetic resonance spectroscopy driven initialization scheme for active shape model based prostate segmentation.. Medical image analysis, 15(2), 214-25.
Chappelow, J., Bloch, B., Rofsky, N., Genega, E., Lenkinski, R., DeWolf, W., ... Madabhushi, A.(2011).Elastic registration of multimodal prostate MRI and histology via multiattribute combined mutual information.. Medical physics, 38(4), 2005-18.
Viswanath, S. E., Bloch, B., Chappelow, J., Patel, P., Rofsky, N., Lenkinski, R., ... Madabhushi, A.(2011).Enhanced Multi-Protocol Analysis via Intelligent Supervised Embedding (EMPrAvISE): Detecting Prostate Cancer on Multi-Parametric MRI.. Proceedings of SPIE--the International Society for Optical Engineering, 7963(), 79630U.
Tiwari, P., Viswanath, S. E., Lee, G., & Madabhushi, A.(2011).MULTI-MODAL DATA FUSION SCHEMES FOR INTEGRATED CLASSIFICATION OF IMAGING AND NON-IMAGING BIOMEDICAL DATA.. Proceedings. IEEE International Symposium on Biomedical Imaging, 2011(), 165-168.
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.
Xiao, G., & Madabhushi, A.(2011).Aggregated distance metric learning (ADM) for image classification in presence of limited training data.. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 14(Pt 3), 33-40.
Galaro, J., Judkins, A., Ellison, D., Baccon, J., & Madabhushi, A.(2011).An integrated texton and bag of words classifier for identifying anaplastic medulloblastomas.. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2011(), 3443-6.
Yu, S., Monaco, J., Tomaszewski, J., Shih, N., Feldman, M., & Madabhushi, A.(2011).Detection of prostate cancer on histopathology using color fractals and Probabilistic Pairwise Markov models.. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2011(), 3427-30.
Karabalin, R., & Madabhushi, A.(2011).Graphical processing unit implementation of an integrated shape-based active contour: Application to digital pathology.. Journal of pathology informatics, 2(), S13.
