2009,"System and Method for Accurate and Rapid Identification of Diseased Regions on Biological Images with Applications to Disease Diagnosis and Prognosis"US 2011/0243417 A1,Anant Madabhushi, James Monaco, Michael Feldman, John Tomaszewski, & Ajay Basavanhally.
Publications
Verma, N., Harding, D., Mohammadi, A., Goldstein, L., Gilmore, H., Feldman, M., Tomaszewski, J., Basavanhally, A., Lloyd, M., Fu, P., Ganesan, S., Davidson, N., Madabhushi, A., & Monaco, J.(2018).Image-based risk score to predict recurrence of ER+ breast cancer in ECOG-ACRIN Cancer Research Group E2197..Journal of Clinical Oncology,36(15_suppl),540-540.
Monaco, J., & Madabhushi, A.(2012).Class-specific weighting for Markov random field estimation: application to medical image segmentation..Medical image analysis,16(8),1477-89.
Monaco, J., & Madabhushi, A.(2012).Class-specific weighting for Markov random field estimation: application to medical image segmentation..Medical image analysis,16(8),1477-89.
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.
Hipp, J., Monaco, J., Kunju, L., Cheng, J., Yagi, Y., Rodriguez-Canales, J., Emmert-Buck, M., Hewitt, S., Feldman, M., Tomaszewski, J., Toner, M., Tompkins, R., Flotte, T., Lucas, D., Gilbertson, J., Madabhushi, A., & Balis, U.(2012).Integration of architectural and cytologic driven image algorithms for prostate adenocarcinoma identification..Analytical cellular pathology (Amsterdam),35(4),251-65.
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.
Hipp, J., Smith, S., Cheng, J., Tomlins, S., Monaco, J., Madabhushi, A., Kunju, L., & Balis, U.(2012).Optimization of complex cancer morphology detection using the SIVQ pattern recognition algorithm..Analytical cellular pathology (Amsterdam),35(1),41-50.
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.
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.
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.
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.
Cheng, J., Hipp, J., Monaco, J., Lucas, D., Madabhushi, A., & Balis, U.(2011).Automated vector selection of SIVQ and parallel computing integration MATLAB™: Innovations supporting large-scale and high-throughput image analysis studies..Journal of pathology informatics,2, 37.
Hipp, J., Cheng, J., Pantanowitz, L., Hewitt, S., Yagi, Y., Monaco, J., Madabhushi, A., Rodriguez-Canales, J., Hanson, J., Roy-Chowdhuri, S., Filie, A., Feldman, M., Tomaszewski, J., Shih, N., Brodsky, V., Giaccone, G., Emmert-Buck, M., & Balis, U.(2011).Image microarrays (IMA): Digital pathology's missing tool..Journal of pathology informatics,2, 47.
Monaco, J., Tomaszewski, J., Feldman, M., Hagemann, I., Moradi, M., Mousavi, P., Boag, A., Davidson, C., Abolmaesumi, 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.
Madabhushi, A., Doyle, S., Lee, G., Basavanhally, A., Monaco, J., Masters, S., Tomaszewski, J., & Feldman, M.(2010).Integrated diagnostics: a conceptual framework with examples..Clinical chemistry and laboratory medicine,48(7),989-98.
Basavanhally, A., Ganesan, S., Agner, S., Monaco, J., Feldman, M., Tomaszewski, J., Bhanot, G., & 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.
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.
Alexe, G., Monaco, J., Doyle, S., Basavanhally, A., Reddy, A., Seiler, M., Ganesan, S., Bhanot, G., & 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.
