2012,"Malignancy diagnosis using content-based image retreival of tissue histopathology"EP2174263 A1,Anant Madabhushi, Scott Doyle, Michael Feldman, & John Tomaszewski.
Publications
Whitney, J., Corredor-Prada, G., Janowczyk, A., Ganesan, S., Doyle, S., Tomaszewski, J., Feldman, M., Gilmore, H., & Madabhushi, A.(2018).Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer.BMC Cancer,18(1).
Whitney, J., Corredor-Prada, G., Janowczyk, A., Ganesan, S., Doyle, S., Tomaszewski, J., Feldman, M., Gilmore, H., & Madabhushi, A.(2018).Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer.BMC Cancer,18(1).
Janowczyk, A., Doyle, S., Gilmore, H., & Madabhushi, A.(2018).A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images.Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization,6(3),270-276.
Janowczyk, A., Doyle, S., Gilmore, H., & Madabhushi, A.(2016).A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images.Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization [21681163].
Sridharan, A., Doyle, S., & Madabhushi, A.(2015).Content-based image retrieval of digitized histopathology in boosted spectrally embedded spaces..Journal of pathology informatics,6, 41.
Doyle, S., Feldman, M., Shih, N., Tomaszewski, J., & Madabhushi, A.(2012).Cascaded discrimination of normal, abnormal, and confounder classes in histopathology: Gleason grading of prostate cancer..BMC bioinformatics,13, 282.
Doyle, S., Feldman, M., Tomaszewski, J., & Madabhushi, A.(2012).A boosted Bayesian multiresolution classifier for prostate cancer detection from digitized needle biopsies..IEEE transactions on bio-medical engineering,59(5),1205-18.
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.
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.
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.
Doyle, S., Madabhushi, A., Feldman, M., & Tomaszeweski, J.(2006).A boosting cascade for automated detection of prostate cancer from digitized histology..Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention,9(Pt 2),504-11.
Doyle, S., Rodriguez, C., Madabhushi, A., Tomaszeweski, J., & Feldman, M.(2006).Detecting prostatic adenocarcinoma from digitized histology using a multi-scale hierarchical classification approach..Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference,1, 4759-62.
