Christine H. Chung

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 6

Top Topics

Clonal Selection

Gene Expression

Cancer Diagnosis

Top Venues

Frontiers Artif. Intell.

PLoS Comput. Biol.

Publications

Ching-Nung Lin, Christine H. Chung, Aik Choon Tan
NuKit: A deep learning platform for fast nucleus segmentation of histopathological images. J. Bioinform. Comput. Biol. 21 (1) (2023)
Parmida Ghahremani, Joseph Marino, Juan Hernandez-Prera, Janis V. de la Iglesia, Robbert J. C. Slebos, Christine H. Chung, Saad Nadeem
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment. MICCAI (6) (2023)
Parmida Ghahremani, Joseph Marino, Juan Hernandez-Prera, Janis V. de la Iglesia, Robbert J. C. Slebos, Christine H. Chung, Saad Nadeem
An AI-Ready Multiplex Staining Dataset for Reproducible and Accurate Characterization of Tumor Immune Microenvironment. CoRR (2023)
Mengyu Xie, Kyubum Lee, John H. Lockhart, Scott D. Cukras, Rodrigo Carvajal, Amer A. Beg, Elsa R. Flores, Mingxiang Teng, Christine H. Chung, Aik Choon Tan
TIMEx: tumor-immune microenvironment deconvolution web-portal for bulk transcriptomics using pan-cancer scRNA-seq signatures. Bioinform. 37 (20) (2021)
Kyubum Lee, John H. Lockhart, Mengyu Xie, Ritu Chaudhary, Robbert J. C. Slebos, Elsa R. Flores, Christine H. Chung, Aik Choon Tan
Deep Learning of Histopathology Images at the Single Cell Level. Frontiers Artif. Intell. 4 (2021)
Thomas Sherman, Luciane T. Kagohara, Raymon Cao, Raymond Cheng, Matthew Satriano, Michael Considine, Gabriel Krigsfeld, Ruchira Ranaweera, Yong Tang, Sandra A. Jablonski, Genevieve L. Stein-O'Brien, Daria A. Gaykalova, Louis M. Weiner, Christine H. Chung, Elana J. Fertig
CancerInSilico: An R/Bioconductor package for combining mathematical and statistical modeling to simulate time course bulk and single cell gene expression data in cancer. PLoS Comput. Biol. 15 (4) (2019)
Hilary S. Parker, Jeffrey T. Leek, Alexander V. Favorov, Michael Considine, Xiaoxin Xia, Sameer Chavan, Christine H. Chung, Elana J. Fertig
Preserving biological heterogeneity with a permuted surrogate variable analysis for genomics batch correction. Bioinform. 30 (19) (2014)