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2010 – 2019
- 2018
[c9]Mina Khoshdeli, Alexander Borowsky, Bahram Parvin:
Deep Learning Models Differentiate Tumor Grades from H&E Stained Histology Sections. EMBC 2018: 620-623- [c8]Garrett Winkelmaier, Mina Khoshdeli, Qingsu Cheng
, Alexander Borowsky, Bahram Parvin:
Quantum cascade laser infrared microscopy differentiates malignant phenotypes in breast histology sections. ISBI 2018: 831-834 - 2017
- [j3]Cheng Zhong, Ju Han, Alexander Borowsky, Bahram Parvin, Yunfu Wang, Hang Chang:
When machine vision meets histology: A comparative evaluation of model architecture for classification of histology sections. Medical Image Anal. 35: 530-543 (2017) - 2016
- [c7]Ju Han, Yunfu Wang, Weidong Cai, Alexander Borowsky, Bahram Parvin, Hang Chang:
Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma. MICCAI (1) 2016: 72-80 - 2015
- [j2]Hang Chang, Yin Zhou, Alexander Borowsky, Kenneth E. Barner, Paul T. Spellman, Bahram Parvin:
Stacked Predictive Sparse Decomposition for Classification of Histology Sections. Int. J. Comput. Vis. 113(1): 3-18 (2015) - 2013
- [j1]Hang Chang, Ju Han, Alexander Borowsky, Leandro A. Loss, Joe W. Gray, Paul T. Spellman, Bahram Parvin:
Invariant Delineation of Nuclear Architecture in Glioblastoma Multiforme for Clinical and Molecular Association. IEEE Trans. Medical Imaging 32(4): 670-682 (2013) - [c6]Hang Chang, Alexander Borowsky, Paul T. Spellman, Bahram Parvin:
Classification of Tumor Histology via Morphometric Context. CVPR 2013: 2203-2210 - [c5]Nandita Nayak, Hang Chang, Alexander Borowsky, Paul T. Spellman, Bahram Parvin:
Classification of tumor histopathology via sparse feature learning. ISBI 2013: 410-413 - [c4]Nandita Nayak, Hang Chang, Alexander Borowsky, Paul T. Spellman, Bahram Parvin:
Classification of tumor histopathology via sparse feature learning. ISBI 2013: 1348-1351 - 2012
- [c3]Quoc V. Le, Ju Han, Joe W. Gray, Paul T. Spellman, Alexander Borowsky, Bahram Parvin:
Learning invariant features of tumor signatures. ISBI 2012: 302-305 - [c2]Hang Chang, Leandro A. Loss, Paul T. Spellman, Alexander Borowsky, Bahram Parvin:
Batch-invariant nuclear segmentation in whole mount histology sections. ISBI 2012: 856-859 - [c1]Ju Han, Hang Chang, Gerald Fontenay, Paul T. Spellman, Alexander Borowsky, Bahram Parvin:
Molecular bases of morphometric composition in Glioblastoma multiforme. ISBI 2012: 1631-1634
Coauthor Index
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