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List of works by Young Hwan Chang

A METHOD FOR QUANTIFICATION OF CALPONIN EXPRESSION IN MYOEPITHELIAL CELLS IN IMMUNOHISTOCHEMICAL IMAGES OF DUCTAL CARCINOMA IN SITU

A PDE Model of Breast Tumor Progression in MMTV-PyMT Mice

scientific article published in 2022

A multi-encoder variational autoencoder controls multiple transformational features in single-cell image analysis

scientific article published on 23 March 2022

Accelerating Submovement Decomposition With Search-Space Reduction Heuristics.

scientific article published on 18 May 2015

BREAST CANCER HISTOPATHOLOGY IMAGE ANALYSIS PIPELINE FOR TUMOR PURITY ESTIMATION.

scientific article published in April 2017

Computational measurement of tumor immune microenvironment in gastric adenocarcinomas

scientific article published in Scientific Reports

Disentangling multidimensional spatio-temporal data into their common and aberrant responses

scientific article

Exact reconstruction of gene regulatory networks using compressive sensing

scientific article

Four distinct immune microenvironment subtypes in gastric adenocarcinoma with special reference to microsatellite instability.

scientific article

High-throughput, single-particle tracking reveals nested membrane domains that dictate KRasG12D diffusion and trafficking

scientific article published on 01 November 2019

IFNγ-activated dermal lymphatic vessels inhibit cytotoxic T cells in melanoma and inflamed skin

scientific article published on 31 October 2018

Integrative Analysis on Histopathological Image for Identifying Cellular Heterogeneity

scientific article published on 01 February 2017

Investigating key cell types and molecules dynamics in PyMT mice model of breast cancer through a mathematical model

scientific article published on 16 March 2022

Loss of myoepithelial calponin-1 characterizes high-risk ductal carcinoma in situ cases, which are further stratified by T cell composition

scientific article published on 05 March 2020

MITI minimum information guidelines for highly multiplexed tissue images

scientific article published on 01 March 2022

Modeling Tumor Phenotypes In Vitro with Three-Dimensional Bioprinting

scientific article published on 01 January 2019

Multiomics analysis of serial PARP inhibitor treated metastatic TNBC inform on rational combination therapies

scientific article published on 19 October 2021

Optimization-based Inference for Temporally Evolving Networks with Applications in Biology ⬇️

scientific article published on December 1, 2012

Predicting primary site of secondary liver cancer with a neural estimator of metastatic origin

scientific article published on 01 January 2020

Quantitative Multiplex Immunohistochemistry Reveals Myeloid-Inflamed Tumor-Immune Complexity Associated with Poor Prognosis.

scientific article

RESTORE: Robust intEnSiTy nORmalization mEthod for multiplexed imaging

scientific article published on 09 March 2020

Reconstruction of Gene Regulatory Networks based on Repairing Sparse Low-rank Matrices

scientific article published on 07 August 2015

Robust Cell Detection and Segmentation for Image Cytometry Reveal Th17 Cell Heterogeneity

scientific article published on 04 February 2019

SHIFT: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networks

Toward Minimal Residual Disease-Directed Therapy in Melanoma

scientific article published on 12 July 2018

VIPER is a genetically encoded peptide tag for fluorescence and electron microscopy

scientific article published on 05 December 2018

Variational Autoencoding Tissue Response to Microenvironment Perturbation

scientific article published on 01 February 2019

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