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Pharmacokinetic Tumor Heterogeneity as a Prognostic Biomarker for Classifying Breast Cancer Recurrence Risk.

M. Mahrooghy, A. Ashraf, D. Daye, E. McDonald, M. Rosen, C. Mies, M. Feldman, и D. Kontos. IEEE Trans. Biomed. Eng., 62 (6): 1585-1594 (2015)

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Multi-Field-of-View Framework for Distinguishing Tumor Grade in ER+ Breast Cancer From Entire Histopathology Slides.A. Basavanhally, S. Ganesan, M. Feldman, N. Shih, C. Mies, J. Tomaszewski, и A. Madabhushi. IEEE Trans. Biomed. Eng., 60 (8): 2089-2099 (2013)Pharmacokinetic Tumor Heterogeneity as a Prognostic Biomarker for Classifying Breast Cancer Recurrence Risk.M. Mahrooghy, A. Ashraf, D. Daye, E. McDonald, M. Rosen, C. Mies, M. Feldman, и D. Kontos. IEEE Trans. Biomed. Eng., 62 (6): 1585-1594 (2015)Predicting axillary lymph node metastasis from kinetic statistics of DCE-MRI breast images.A. Ashraf, L. Lin, S. Gavenonis, C. Mies, E. Xanthopoulos, и D. Kontos. Medical Imaging: Computer-Aided Diagnosis, том 8315 из SPIE Proceedings, стр. 831525. SPIE, (2012)Sparse representation of multi parametric DCE-MRI features using K-SVD for classifying gene expression based breast cancer recurrence risk.M. Mahrooghy, A. Ashraf, D. Daye, C. Mies, M. Rosen, M. Feldman, и D. Kontos. Medical Imaging: Computer-Aided Diagnosis, том 9035 из SPIE Proceedings, стр. 90350X. SPIE, (2014)A boosted classifier for integrating multiple fields of view: Breast cancer grading in histopathology.A. Basavanhally, S. Ganesan, N. Shih, C. Mies, M. Feldman, J. Tomaszewski, и A. Madabhushi. ISBI, стр. 125-128. IEEE, (2011)Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk.M. Mahrooghy, A. Ashraf, D. Daye, C. Mies, M. Feldman, M. Rosen, и D. Kontos. MICCAI (2), том 8150 из Lecture Notes in Computer Science, стр. 295-302. Springer, (2013)A Multichannel Markov Random Field Approach for Automated Segmentation of Breast Cancer Tumor in DCE-MRI Data Using Kinetic Observation Model.A. Ashraf, S. Gavenonis, D. Daye, C. Mies, M. Feldman, M. Rosen, и D. Kontos. MICCAI (3), том 6893 из Lecture Notes in Computer Science, стр. 546-553. Springer, (2011)

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