Hang Chang

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Journal Article
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.
Mao AW, Barck H, Young J, Paley A, Mao J-H, Chang H.  2022.  Identification of a novel cancer microbiome signature for predicting prognosis of human breast cancer patients.. Clin Transl Oncol. 24(3):597-604.
Jiménez-Sánchez D, Ariz M, Chang H, Matias-Guiu X, de Andrea CE, Ortiz-de-Solórzano C.  2022.  NaroNet: Discovery of tumor microenvironment elements from highly multiplexed images.. Med Image Anal. 78:102384.
Bin J, Obst-Huebl L, Mao J-H, Nakamura K, Geulig LD, Chang H, Ji Q, He L, De Chant J, Kober Z et al..  2022.  A new platform for ultra-high dose rate radiobiological research using the BELLA PW laser proton beamline.. Sci Rep. 12(1):1484.
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.
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.
Yang H, Zhang M, Mao X-Y, Chang H, Perez-Losada J, Mao J-H.  2021.  Distinct Clinical Impact and Biological Function of Angiopoietin and Angiopoietin-like Proteins in Human Breast Cancer.. Cells. 10(10)
Chang H, Yang X, Moore J, Liu X-P, Jen K-Y, Snijders AM, Ma L, Chou W, Corchado-Cobos R, García-Sancha N et al..  2021.  From Mouse to Human: Cellular Morphometric Subtype Learned From Mouse Mammary Tumors Provides Prognostic Value in Human Breast Cancer.. Front Oncol. 11:819565.
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.
Jin X, Zhang Y, Celniker SE, Xia Y, Mao J-H, Snijders AM, Chang H.  2021.  Gut microbiome partially mediates and coordinates the effects of genetics on anxiety-like behavior in Collaborative Cross mice.. Sci Rep. 11(1):270.
Zhong C, He L, Lee S-Y, Chang H, Zhang Y, Threadgill DW, Yuan Y, Zhou F, Celniker SE, Xia Y et al..  2021.  Host genetics and gut microbiota cooperatively contribute to azoxymethane-induced acute toxicity in Collaborative Cross mice.. Arch Toxicol. 95(3):949-958.
He L, Zhou Y-X, Zhang Y, Hang B, Chang H, Schick SF, Celniker SE, Xia Y, Snijders AM, Mao J-H.  2021.  Thirdhand cigarette smoke leads to age-dependent and persistent alterations in the cecal microbiome of mice.. Microbiologyopen. 10(3):e1198.
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.
Vatter FAPelissie, Schapiro D, Chang H, Borowsky AD, Lee JK, Parvin B, Stampfer MR, LaBarge MA, Bodenmiller B, Lorens JB.  2018.  High-Dimensional Phenotyping Identifies Age-Emergent Cells in Human Mammary Epithelia.. Cell Rep. 23(4):1205-1219.
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.
Xia Y, Ji Z, Krylov A, Chang H, Cai W.  2017.  Machine Learning in Multimodal Medical Imaging.. Biomed Res Int. 2017:1278329.
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.
Bilgin CCagatay, Fontenay G, Cheng Q, Chang H, Han J, Parvin B.  2016.  BioSig3D: High Content Screening of Three-Dimensional Cell Culture Models. PLoS One. 11:e0148379.
Conference Paper
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}.
Journal Article
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.

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