Monaco, J., Hipp, J., Lucas, D., Smith, S., Balis, U., & Madabhushi, A.(2012).Image segmentation with implicit color standardization using spatially constrained expectation maximization: detection of nuclei..Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention,15(Pt 1),365-72.
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.
Xiao, G., Bloch, B., Chappelow, J., Genega, E., Rofsky, N., Lenkinski, R., Tomaszewski, J., Feldman, M., Rosen, M., & 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.
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.
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., 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.
Agner, S., Soman, S., Libfeld, E., McDonald, M., Thomas, K., Englander, S., Rosen, M., Chin, D., Nosher, J., & 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., 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.
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. E., Chappelow, J. E., Patel, P. E., Rofsky, N. E., Lenkinski, R. E., Genega, E. E., & Madabhushi, A. E.(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. E., & Madabhushi, A. E.(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., 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.
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.
Hipp, J., Flotte, T., Monaco, J., Cheng, J., Madabhushi, A., Yagi, Y., Rodriguez-Canales, J., Emmert-Buck, M., Dugan, M., Hewitt, S., Toner, M., Tompkins, R., Lucas, D., Gilbertson, J., & Balis, U.(2011).Computer aided diagnostic tools aim to empower rather than replace pathologists: Lessons learned from computational chess..Journal of pathology informatics,2, 25.
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.
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.
Basavanhally, A., Feldman, M., Shih, N., Miesner, C., Tomaszewski, J., Ganesan, S., & Madabhushi, A.(2011).Multi-field-of-view strategy for image-based outcome prediction of multi-parametric estrogen receptor-positive breast cancer histopathology: Comparison to Oncotype DX..Journal of pathology informatics,2, S1.
Palumbo, D., Yee, B., O'Dea, P., Leedy, S., Viswanath, S. E., & Madabhushi, A. E.(2011).Interplay between bias field correction, intensity standardization, and noise filtering for T2-weighted MRI..Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference,2011, 5080-3.
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.
