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๐Ÿ‘‹ย  Hi there!

My research interest is to use genomics or transcriptomics data to develop computational methods that can contribute to the development of personalized treatments for each patient, on the premise of a better understanding of the disease. In particular, I analyze the state of several cancer-causing cells in terms of gene expression and focus on transcriptome, molecular generation models, and multi-omics integrated analysis for drug development.

๐Ÿง Interests

Deep Learning, Bioinformatics, Graph Learning, Pathway Learning, Generative Model

๐Ÿ“จ Contact

hyunsbong's Projects

coin_notice icon coin_notice

์ฝ”์ธ ํ•™ํšŒ ๊ณต์ง€์‚ฌํ•ญ / ํ•™ํšŒ ์šด์˜ ๊ด€๋ จ ์งˆ์˜์‘๋‹ต / GitHub ์‚ฌ์šฉ๋ฒ•

coin_project icon coin_project

์ฝ”์ธ ํ”„๋กœ์ ํŠธ ๊ด€๋ฆฌ repository

ctgan icon ctgan

Conditional GAN for generating synthetic tabular data.

culture_bigdata icon culture_bigdata

๋ฌธํ™”๊ด€๊ด‘ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„๋Œ€ํšŒ

cvae icon cvae

github for "Molecular generative model based on conditional variational autoencoder for de novo molecular design"

cvae-rna-seq icon cvae-rna-seq

Bong, Hyunsu, and Minsik Oh. โ€œConditional Variational Autoencoder-Based Generative Model for Gene Expression Data Augmentation.โ€ Journal of Broadcast Engineering 28, no. 3 (May 30, 2023): 275โ€“84.

cvae-transformer-brca icon cvae-transformer-brca

Research on subtype classification, data augmentation, and drug prediction of breast cancer using human genome and transcriptional information

datacampus_dao icon datacampus_dao

2022 ๋ฐ์ดํ„ฐ์ฒญ๋…„์บ ํผ์Šค(๋™๊ตญ๋Œ€ํ•™๊ต) ํ”„๋กœ์ ํŠธ

dev_tip icon dev_tip

๊ฐœ๋ฐœํ•˜๋‹ค ๋ง‰ํžˆ๋Š” ์†Œ์†Œํ•œ ๋ฌธ์ œ๋“ค๊ณผ ํ•ด๊ฒฐ ๋ฐฉ๋ฒ• ๋ชจ์Œ

epilogue-book-platform icon epilogue-book-platform

2022๋…„ Vue.js์™€ express๋ฅผ ํ™œ์šฉํ•œ ์ค‘๊ณ ์ฑ… ๊ฑฐ๋ž˜ ์›นํŽ˜์ด์ง€ ๊ฐœ๋ฐœ ํ”„๋กœ์ ํŠธ

funccollectionapp icon funccollectionapp

์กฐ๊ธˆ์”ฉ ์ฑ„์›Œ๊ฐ€๋Š” Swift ๊ณต๋ถ€์•ฑ

hadoop-bigdata-processing icon hadoop-bigdata-processing

Apache hadoop์„ ์ด์šฉํ•œ ๋น…๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ ํ”„๋กœ์ ํŠธ

manageprompt-backend icon manageprompt-backend

๋ช…์ง€๋Œ€ํ•™๊ต ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ํ”„๋กœ์ ํŠธ - ์‚ฌ๋‚ด ์—…๋ฌด์šฉ ์›น ๊ธฐ๋ฐ˜ ๊ด€๋ฆฌ ์‹œ์Šคํ…œ

mju_club_homepage icon mju_club_homepage

๋ช…์ง€๋Œ€ํ•™๊ต ์ด๋™์•„๋ฆฌ์—ฐํ•ฉํšŒ ํ™ˆํŽ˜์ด์ง€

rna-graph-image icon rna-graph-image

RNA-to-Image breast cancer synthesis using graph embedding and cascaded diffusion models

scriptable icon scriptable

Develop scripts available in widgets that support JavaScript such as Scriptable or Widgy..

sketchday-backend-ml icon sketchday-backend-ml

๋ช…์ง€๋Œ€ํ•™๊ต ์บก์Šคํ†ค๋””์ž์ธ ํ”„๋กœ์ ํŠธ - ๊ทธ๋ฆผ ์ผ๊ธฐ ์„œ๋น„์Šค

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