Publication

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2022
Liu X-P, Jin X, Ahmadian SSeyed, Yang X, Tian S-F, Cai Y-X, Chawla K, Snijders AM, Xia Y, van Diest PJ et al..  2022.  Clinical Significance and Molecular Annotation of Cellular Morphometric Subtypes in Lower Grade Gliomas discovered by Machine Learning.. Neuro Oncol.
Ding D, Yong H, You N, Lu W, Yang X, Ye X, Wang Y, Cai T, Zheng X, Chen H et al..  2022.  Prospective Study Reveals Host Microbial Determinants of Clinical Response to Fecal Microbiota Transplant Therapy in Type 2 Diabetes Patients.. Front Cell Infect Microbiol. 12:820367.
2021
Zhang Y, Chen T, Zhang Y, Hu Q, Wang X, Chang H, Mao J-H, Snijders AM, Xia Y.  2021.  Contribution of trace element exposure to gestational diabetes mellitus through disturbing the gut microbiome.. Environ Int. 153:106520.
Yan H, Mao X, Yang X, Xia Y, Wang C, Wang J, Xia R, Xu X, Wang Z, Li Z et al..  2021.  Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. 129(6):1837-1856.
Yan H, Mao X, Yang X, Xia Y, Wang C, Wang J, Xia R, Xu X, Wang Z, Li Z et al..  2021.  Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. 129(6):1837-1856.
Yan H, Mao X, Yang X, Xia Y, Wang C, Wang J, Xia R, Xu X, Wang Z, Li Z et al..  2021.  Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. 129(6):1837-1856.
Yan H, Mao X, Yang X, Xia Y, Wang C, Wang J, Xia R, Xu X, Wang Z, Li Z et al..  2021.  Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. 129(6):1837-1856.
Yan H, Mao X, Yang X, Xia Y, Wang C, Wang J, Xia R, Xu X, Wang Z, Li Z et al..  2021.  Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. 129(6):1837-1856.
He L, Wang P, Schick SF, Huang A, Jacob P, Yang X, Xia Y, Snijders AM, Mao J-H, Chang H et al..  2021.  Genetic background influences the effect of thirdhand smoke exposure on anxiety and memory in Collaborative Cross mice.. Sci Rep. 11(1):13285.
2020
Mao J-H, Kim Y-M, Zhou Y-X, Hu D, Zhong C, Chang H, Brislawn CJ, Fansler S, Langley S, Wang Y et al..  2020.  Genetic and metabolic links between the murine microbiome and memory.. Microbiome. 8(1):53.
Mao J-H, Kim Y-M, Zhou Y-X, Hu D, Zhong C, Chang H, Brislawn CJ, Fansler S, Langley S, Wang Y et al..  2020.  Genetic and metabolic links between the murine microbiome and memory.. Microbiome. 8(1):53.
Jiang C, Zhao Y, Yuan B, Chang H, Hang B, Snijders AM, Mao J-H, Zou X, Wang P.  2020.  Identification of a novel 15-gene expression signature predicting overall survival of human colorectal cancer.. Clin Transl Med. 10(8):e258.
Qin X, Wu C, Chang H, Lu H, Zhang X.  2020.  Match Feature U-Net: Dynamic Receptive Field Networks for Biomedical Image Segmentation. Symmetry. 12:1230.
Liang Y, Dong T, Chen M, He L, Wang T, Liu X, Chang H, Mao J-H, Hang B, Snijders AM et al..  2020.  Systematic Analysis of Impact of Sampling Regions and Storage Methods on Fecal Gut Microbiome and Metabolome Profiles.. mSphere. 5(1)
Hang B, Wang P, Zhao Y, Chang H, Mao J-H, Snijders AM.  2020.  Thirdhand smoke: Genotoxicity and carcinogenic potential.. Chronic Dis Transl Med. 6(1):27-34.
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, Wang Y, Cai W, Borowsky A, Parvin B, Chang H.  2016.  Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma. Medical Image Computing and Computer-Assisted Intervention - {MICCAI} 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part {I}.
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.
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.
2015
Chang H, Wen Q, Parvin B.  2015.  Coupled segmentation of nuclear and membrane-bound macromolecules through voting and multiphase level set. Pattern Recognition. 48:882–893.
2013
Wang Z, Liu Y, Zhang P, Zhang W, Wang W, Curr K, Wei G, Mao J-H.  2013.  FAM83D promotes cell proliferation and motility by downregulating tumor suppressor gene FBXW7.. Oncotarget. 4:2476-86.
Wang Z, Liu Y, Zhang P, Zhang W, Wang W, Curr K, Wei G, Mao J-H.  2013.  FAM83D promotes cell proliferation and motility by downregulating tumor suppressor gene FBXW7.. Oncotarget. 4:2476-86.
Wang Z, Liu Y, Zhang P, Zhang W, Wang W, Curr K, Wei G, Mao J-H.  2013.  FAM83D promotes cell proliferation and motility by downregulating tumor suppressor gene FBXW7.. Oncotarget. 4:2476-86.
2010
Rejniak KA, Wang SE, Bryce NS, Chang H, Parvin B, Jourquin J, Estrada L, Gray JW, Arteaga CL, Weaver AM et al..  2010.  Linking changes in epithelial morphogenesis to cancer mutations using computational modeling. PLoS Comput Biol. 6
Rejniak KA, Wang SE, Bryce NS, Chang H, Parvin B, Jourquin J, Estrada L, Gray JW, Arteaga CL, Weaver AM et al..  2010.  Linking changes in epithelial morphogenesis to cancer mutations using computational modeling. PLoS Comput Biol. 6

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