My Projects

Collection of my projects and its descriptions. Divided projects into 1) Academic Research, 2) Internship, and 3) Side (Fun) Projects. Click to find more about each project!

research

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Virtual Stain Conversion of IHC/Unstained to H&E Images (IHC2HE/US2HE)

Design of Generative Models to Virtually Stain/Convert IHC/Unstained (Bright-field) Images to H&E Images

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2/3D Semantic Segmentation of Skin H&E Tissue Images

Segmentation of Skin H&E Tissue Images to Analyze Novel Cellular Biomarkers of Aging

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Gene Delivery Using Lipid Nanoparticle-based Immunoengineering Approach

Development of Targeted mRNA/pDNA Vaccines for Cancer/Malaria Prevention and Protection

internship

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Evaluation and Improvement of Gene Signatures Using Single-cell RNA Sequencing (scRNA) Dataset in Lung Cancer

Deconvolution of In-House Gene Signature Usage for Better Utilization of Gene Signatures in Clinical Trials

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Differential Gene Analysis and Pathway Analysis of TCGA Patient RNA-Seq Dataset

Design of Pipeline to Search for Possible Cancer Drug Targets via Patient RNA-Seq Analysis

fun

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HuBMAP Kidney Blood Vessel Segmentation Challenge on Kaggle

Participation in Kaggle Competition to Sharpen Image Segmentation Technique