J. Seok

发表

A genomic storm in critically injured humans

John D. Storey, R. Gamelli, D. Schoenfeld, 2011, The Journal of experimental medicine.

Genomic responses in mouse models poorly mimic human inflammatory diseases

R. Gamelli, R. Tompkins, W. Xiao, 2013, Proceedings of the National Academy of Sciences.

Human transcriptome array for high-throughput clinical studies

John D. Storey, Tyson A. Clark, A. Schweitzer, 2011, Proceedings of the National Academy of Sciences.

Evidence-Based Translation for the Genomic Responses of Murine Models for the Study of Human Immunity

J. Seok, Junhee Seok, 2015, PloS one.

Urinary mRNA Signatures as Predictors of Renal Function Decline in Patients With Biopsy-Proven Diabetic Kidney Disease

Y. H. Lee, Y. Kim, J. Moon, 2021, Frontiers in Endocrinology.

A Hybrid Approach of Gene Sets and Single Genes for the Prediction of Survival Risks with Gene Expression Data

Ronald W. Davis, W. Xiao, J. Seok, 2015, PloS one.

Estimation of directed subnetworks in ultra-high dimensional data for gene network problems

Jeewhan Yoon, S. Han, J. Seok, 2017 .

Deep reinforcement learning with a critic-value-based branch tree for the inverse design of two-dimensional optical devices

J. Seok, Minhyeok Lee, Hyo-Seok Hwang, 2022, Appl. Soft Comput..

Phenotype and molecular signature of CD8+ T cell subsets in T cell- mediated rejections after kidney transplantation

B. Chung, Chul-woo Yang, Chan-Duck Kim, 2020, PloS one.

Coding SNPs as intrinsic markers for sample tracking in large-scale transcriptome studies.

J. Wilhelmy, W. Xiao, Ronald W. Davis, 2012, BioTechniques.

Mitigating Coordinate Transformation for Solving Partial Differential Equations with Physic-Informed Neural Networks

J. Seok, Hyo-Seok Hwang, Suhan Son, 2022, International Conference on Ubiquitous and Future Networks.

Non-Invasive Tool to Distinguish Between Acute Rejection and Stable Graft Function Using Urinary mRNA Signature Reflecting Allograft Status in Kidney Transplantation

B. Chung, Yeong-Hoon Kim, J. Moon, 2020 .

Bisphenol A induces a profile of tumor aggressiveness in high-risk cells from breast cancer patients.

S. Dairkee, W. Xiao, Ronald W. Davis, 2008, Cancer research.

Development of a Genomic Metric That Can Be Rapidly Used to Predict Clinical Outcome in Severely Injured Trauma Patients*

R. Tompkins, W. Xiao, H. Baker, 2013, Critical care medicine.

Non-Invasive Diagnosis for Acute Rejection Using Urinary mRNA Signature Reflecting Allograft Status in Kidney Transplantation

B. Chung, Yeong-Hoon Kim, Y. H. Lee, 2021, Frontiers in Immunology.

Portfolio management via two-stage deep learning with a joint cost

Junhee Seok, Yeong Seon Kang, Minhyeok Lee, 2020, Expert Syst. Appl..

A Survey of Missing Value Imputation for Gene Expression Data Using Deep Learning Models

Jaeyoon Kim, J. Seok, Junhee Seok, 2021 .

Knowledge-Based Reconstruction of mRNA Transcripts with Short Sequencing Reads for Transcriptome Research

Junhee Seok, Hui Jiang, Wenzhong Xiao, 2012, PloS one.

A dynamic network of transcription in LPS-treated human subjects

Junhee Seok, Markus W. Covert, Ronald W. Davis, 2009, BMC Systems Biology.

A Comparison of Two-Stage Approaches Based on Penalized Regression for Estimating Gene Networks

Junhee Seok, Hua Zhong, Sung Won Han, 2017, J. Comput. Biol..

Distinctive Responsiveness to Stromal Signaling Accompanies Histologic Grade Programming of Cancer Cells

Ronald W. Davis, S. Jeffrey, S. Dairkee, 2011, PloS one.

Simulator acceleration and inverse design of fin field-effect transistors using machine learning

J. Seok, Gyu-Tae Kim, Munbo Shim, 2021, Scientific Reports.

RASA: Robust Alternative Splicing Analysis for Human Transcriptome Arrays

W. Xiao, Ronald W. Davis, Weihong Xu, 2015, Scientific Reports.

JETTA: junction and exon toolkits for transcriptome analysis

Junhee Seok, Hong Gao, Weihong Xu, 2012, Bioinform..

Using high-density exon arrays to profile gene expression in closely related species

Junhee Seok, Yi Xing, Wing Hung Wong, 2009, Nucleic acids research.

Prediction of survival risks with adjusted gene expression through risk-gene networks

Junhee Seok, Sung Won Han, Minhyeok Lee, 2019, Bioinform..

Knowledge-based analysis of microarrays for the discovery of transcriptional regulation relationships

Junhee Seok, Ronald W. Davis, Wenzhong Xiao, 2010, BMC Bioinformatics.

Mutual Information between Discrete Variables with Many Categories using Recursive Adaptive Partitioning

Junhee Seok, Yeong Seon Kang, J. Seok, 2015, Scientific Reports.

Statistics of Cellular Evolution in Leukemia: Allelic Variations in Patient Trajectories Based on Immune Repertoire Sequencing

M. Feldman, W. Xiao, J. Seok, 2016, bioRxiv.

Clinical Implication of Concordant or Discordant Genomic Profiling between Primary and Matched Metastatic Tissues in Patients with Colorectal Cancer

Yeul-Hong Kim, W. Chang, J. Seok, 2020, Cancer research and treatment : official journal of Korean Cancer Association.

A Bayesian Approach for the Analysis of Times to Multiple Events : An Application on Healthcare Data

Junhee Seok, Yeong Seon Kang, J. Seok, 2014 .

Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies pdf

Junhee Seok, Minhyeok Lee, J. Seok, 2020, ArXiv.

mEBT: multiple‐matching evidence‐based translator of murine genomic responses for human immunity studies

Junhee Seok, Donghyun Tae, J. Seok, 2018, Bioinform..

Serum biomarkers from cell-based assays for AhRL and MIS strongly predicted the future development of diabetes in a large community-based prospective study in Korea

Y. Pak, W. Park, Hong-Kyu Lee, 2020, Scientific Reports.

Mice are not men

Junhee Seok, Ronald W Davis, Wenzhong Xiao, 2014, Proceedings of the National Academy of Sciences.

Development and validation of urinary exosomal microRNA biomarkers for the diagnosis of acute rejection in kidney transplant recipients

B. Chung, Y. H. Lee, Y. Kim, 2023, Frontiers in Immunology.

Indoor Semantic Segmentation for Robot Navigating on Mobile

Junhee Seok, Wonsuk Kim, J. Seok, 2018, 2018 Tenth International Conference on Ubiquitous and Future Networks (ICUFN).

Stock Prices Prediction using the Title of Newspaper Articles with Korean Natural Language Processing

Junhee Seok, Hyungbin Yun, Ghudae Sim, 2019, 2019 International Conference on Artificial Intelligence in Information and Communication (ICAIIC).

Keyword Extraction in Economics Literatures using Natural Language Processing

J. Seok, Soojeong Kim, Sunho Choi, 2021, International Conference on Ubiquitous and Future Networks.

Experimental Evaluation of Source Location Privacy Routing Schemes and Energy Consumption Performance

Junhee Seok, Seokjoo Shin, Lilian C. Mutalemwa, 2019, 2019 19th International Symposium on Communications and Information Technologies (ISCIT).

Controllable Generative Adversarial Network

Junhee Seok, Minhyeok Lee, J. Seok, 2017, IEEE Access.

Simulation acceleration for transmittance of electromagnetic waves in 2D slit arrays using deep learning

J. Seok, Wonsuk Kim, Junhee Seok, 2020, Scientific Reports.

Prediction of information propagation in a drone network by using machine learning

Junhee Seok, Jinsoo Park, Yoojoong Kim, 2016, 2016 International Conference on Information and Communication Technology Convergence (ICTC).

Deep learning model with L1 penalty for predicting breast cancer metastasis using gene expression data

J. Seok, Jaeyoon Kim, Minhyeok Lee, 2023, Machine Learning: Science and Technology.

Validation of deep learning natural language processing algorithm for keyword extraction from pathology reports in electronic health records

Junhee Seok, Sunho Choi, Yoojoong Kim, 2020, Scientific Reports.

Estimation with Uncertainty via Conditional Generative Adversarial Networks pdf

Junhee Seok, Minhyeok Lee, J. Seok, 2020, Sensors.

Inverse design of nanophotonic devices using generative adversarial networks

J. Seok, Minhyeok Lee, Soojeong Kim, 2022, Eng. Appl. Artif. Intell..

Score-Guided Generative Adversarial Networks

J. Seok, Minhyeok Lee, Junhee Seok, 2020, Axioms.

ICEGAN: inverse covariance estimating generative adversarial network

J. Seok, Minhyeok Lee, Insoo Kim, 2023, Mach. Learn. Sci. Technol..

The estimation of probability distribution for factor variables with many categorical values

Junhee Seok, Yeong Seon Kang, Minhyeok Lee, 2018, PloS one.