Search Results - "Seok, Junhee"

Evidence-based translation for the genomic responses of murine models for the study of human immunity by Seok, Junhee

“…Murine models are an essential tool to study human immune responses and related diseases. However, the use of traditional murine models has been challenged by…”
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Simulation acceleration for transmittance of electromagnetic waves in 2D slit arrays using deep learning by Kim, Wonsuk, Seok, Junhee

“…When designing new optical devices, many simulations must be conducted to determine the optimal design parameters. Therefore, fast and accurate simulations are…”
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Estimation with Uncertainty via Conditional Generative Adversarial Networks by Lee, Minhyeok, Seok, Junhee

“…Conventional predictive Artificial Neural Networks (ANNs) commonly employ deterministic weight matrices; therefore, their prediction is a point estimate. Such…”
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Network estimation for censored time-to-event data for multiple events based on multivariate survival analysis by Kim, Yoojoong, Seok, Junhee

“…In general survival analysis, multiple studies have considered a single failure time corresponding to the time to the event of interest or to the occurrence of…”
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Controllable Generative Adversarial Network by Lee, Minhyeok, Seok, Junhee

“…Recently introduced generative adversarial networks (GANs) have been shown numerous promising results to generate realistic samples. In the last couple of…”
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CTIVA: Censored time interval variable analysis by Kim, Insoo, Seok, Junhee, Kim, Yoojoong

“…Traditionally, datasets with multiple censored time-to-events have not been utilized in multivariate analysis because of their high level of complexity. In…”
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Grid-wise simulation acceleration of the electromagnetic fields of 2D optical devices using super-resolution by Seo, Jangwon, Kim, Insoo, Seok, Junhee

“…The significance of simulation has been increasing in device design due to the cost of real test. The accuracy of the simulation increases as the resolution of…”
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Simulator acceleration and inverse design of fin field-effect transistors using machine learning by Kim, Insoo, Park, So Jeong, Jeong, Changwook, Shim, Munbo, Kim, Dae Sin, Kim, Gyu-Tae, Seok, Junhee

“…The simulation and design of electronic devices such as transistors is vital for the semiconductor industry. Conventionally, a device is intuitively designed…”
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Score-Guided Generative Adversarial Networks by Lee, Minhyeok, Seok, Junhee

“…We propose a generative adversarial network (GAN) that introduces an evaluator module using pretrained networks. The proposed model, called a score-guided GAN…”
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The estimation of probability distribution for factor variables with many categorical values by Lee, Minhyeok, Kang, Yeong Seon, Seok, Junhee

“…With recent developments of data technology in biomedicine, factor data such as diagnosis codes and genomic features, which can have tens to hundreds of…”
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Validation of deep learning natural language processing algorithm for keyword extraction from pathology reports in electronic health records by Kim, Yoojoong, Lee, Jeong Hyeon, Choi, Sunho, Lee, Jeong Moon, Kim, Jong-Ho, Seok, Junhee, Joo, Hyung Joon

“…Pathology reports contain the essential data for both clinical and research purposes. However, the extraction of meaningful, qualitative data from the original…”
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Mice are not men by Warren, H. Shaw, Tompkins, Ronald G., Moldawer, Lyle L., Seok, Junhee, Xu, Weihong, Mindrinos, Michael N., Maier, Ronald V., Xiao, Wenzhong, Davis, Ronald W.

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ICEGAN: inverse covariance estimating generative adversarial network by Kim, Insoo, Lee, Minhyeok, Seok, Junhee

“…Abstract Owing to the recent explosive expansion of deep learning, several challenging problems in a variety of fields have been handled by deep learning, yet…”
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Crisis to Opportunity: The Role of Consumer Awareness in Mergers and Acquisitions (M&As) during the COVID-19 Pandemic by Jang, Hojoon, Seok, Junhee, Kim, Jongdae

“…In the uncertainty fueled by the COVID-19 pandemic, mergers and acquisitions (M&As) have emerged as key strategic responses by firms. This study explores the…”
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Prioritizing Disease Diagnosis in Neonatal Cohorts through Multivariate Survival Analysis: A Nonparametric Bayesian Approach by Seo, Jangwon, Seok, Junhee, Kim, Yoojoong

“…Understanding the intricate relationships between diseases is critical for both prevention and recovery. However, there is a lack of suitable methodologies for…”
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Uncovering the Relationship between ESG Practices and Firm Value: The Role of Reputation and Industry Sensitivity by Kim, Yanghee, Jang, Hojoon, Seok, Junhee

“…Considering the rising interest in environmental, social, and governance (ESG) globally, various studies have shown that ESG practice increases firm value;…”
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Deep learning model with L1 penalty for predicting breast cancer metastasis using gene expression data by Kim, Jaeyoon, Lee, Minhyeok, Seok, Junhee

“…Abstract Breast cancer has the highest incidence and death rate among women; moreover, its metastasis to other organs increases the mortality rate. Since…”
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Clinical significance of urinary exosomal microRNAs in patients with IgA nephropathy by Yoon, Soo-Young, Kim, Jin Sug, Jung, Su Woong, Kim, Yang Gyun, Hwang, Hyeon Seok, Moon, Ju-Young, Lee, Sang-Ho, Seo, Jung-Woo, Seok, Junhee, Tae, Donghyun, Jeong, Kyunghwan

“…Immunoglobulin A nephropathy (IgAN) is the most common primary glomerulonephritis worldwide. The clinical relevance of 11 urinary exosomal microRNAs (miRNAs)…”
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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 by Lee, Hong Kyu, Park, Wook Ha, Kang, Young Cheol, Kang, Sora, Im, Suyeol, Park, Sol, Kim, Jin Taek, Lee, Minhyeok, Seok, Junhee, Oh, Man-Suk, Choi, Hoon Sung, Pak, Youngmi Kim

“…Exposure to environment-polluting chemicals (EPC) is associated with the development of diabetes. Many EPCs exert toxic effects via aryl hydrocarbon receptor…”
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Urinary sediment mRNA as a potent biomarker of IgA nephropathy by Kim, Jin Sug, Kim, Geon Woo, Hwang, Hyeon Seok, Kim, Yang Gyun, Moon, Ju-Young, Lee, Sang Ho, Seok, Junhee, Tae, Donghyun, Jeong, Kyung Hwan

“…Abstract Background The quantification of mRNA expression in urinary sediments is a reliable biomarker for various diseases. However, few studies have…”
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