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.
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.
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.
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.
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.
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.
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.
