Publication

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2018
Chang H, Han J, Zhong C, Snijders AM, Mao J-H.  2018.  Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications.. IEEE Trans Pattern Anal Mach Intell. 40(5):1182-1194.
2017
Zhong C, Han J, Borowsky A, Parvin B, Wang Y, Chang H.  2017.  When machine vision meets histology: A comparative evaluation of model architecture for classification of histology sections.. Med Image Anal. 35:530-543.
2016
Han J, Fontenay GV, Wang Y, Mao J-H, Chang H.  2016.  Phenotypic Characterization of Breast Invasive Carcinoma via Transferable Tissue Morphometric Patterns learned from Glioblastoma Multiforme.. Proc IEEE Int Symp Biomed Imaging. 2016:1025-1028.
Cheng Q, Bilgin CCagatay, Fonteney G, Chang H, Henderson M, Han J, Parvin B.  2016.  Stiffness of the microenvironment upregulates ERBB2 expression in 3D cultures of MCF10A within the range of mammographic density.. Sci Rep. 6:28987.
Zhong C, Han J, Borowsky A, Parvin B, Wang Y, Chang H.  2016.  When machine vision meets histology: A comparative evaluation of model architecture for classification of histology sections.. Med Image Anal. 35:530-543.
2010
Han J, Chang H, Giricz O, Lee GY, Baehner FL, Gray JW, Bissell MJ, Kenny PA, Parvin B.  2010.  Molecular predictors of 3D morphogenesis by breast cancer cell lines in 3D culture. PLoS Comput Biol. 6:e1000684.