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Deep Learning Application to Clinical Decision Support System in Sleep Stage Classification

Journal of personalized medicine, 2022-01, Vol.12 (2), p.136

2022

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Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-institutional Database

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Standardized image-based polysomnography database and deep learning algorithm for sleep-stage classification

Sleep (New York, N.Y.), 2023-12, Vol.46 (12), p.1

2023

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Zero-Keep Filter Pruning for Energy/Power Efficient Deep Neural Networks

Electronics (Basel), 2021-06, Vol.10 (11), p.1238

2021

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Entropy-Based Model Generalization for Sleep Stage Classification

2022 13th International Conference on Information and Communication Technology Convergence (ICTC), 2022, p.2213-2216

2022

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Shaped Pruning for Efficient Memory Addressing in DNN Accelerators

2021 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 2021, p.1-3

2021

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Sleep Stage Classification for Inter-institutional Transfer Learning

2021 International Conference on Information and Communication Technology Convergence (ICTC), 2021, p.1797-1800

2021

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Image-based Sleep Stage Classification Model for Multi-Institutional Dataset

2021 International Conference on Information and Communication Technology Convergence (ICTC), 2021, p.1061-1064

2021

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Filter Combination Learning for Convolutional Neural Network

2020 International Conference on Information and Communication Technology Convergence (ICTC), 2020, p.1171-1176

2020

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Design and Implementation of The Metadata Modification Concept Minimizing File Modification

TENCON 2018 - 2018 IEEE Region 10 Conference, 2018, p.1499-1503

2018

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Zero-Keep Filter Pruning for Energy Efficient Deep Neural Network

2020 International Conference on Information and Communication Technology Convergence (ICTC), 2020, p.1288-1292

2020

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Age and sex interactions in gastric cancer incidence and mortality trends in Korea

Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association, 2015-07, Vol.18 (3), p.580-589

2015

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Nomogram Predicting Long-Term Survival After D2 Gastrectomy for Gastric Cancer

Journal of clinical oncology, 2012-11, Vol.30 (31), p.3834-3840

2012

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Factors Affecting Pathologic Complete Response Following Neoadjuvant Chemotherapy in Breast Cancer: Development and Validation of a Predictive Nomogram

Radiology, 2021-05, Vol.299 (2), p.290-300

2021

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Optimization of microwave-assisted extraction of total extract, stevioside and rebaudioside-A from Stevia rebaudiana (Bertoni) leaves, using response surface methodology (RSM) and artificial neural network (ANN) modelling

Food chemistry, 2017-08, Vol.229, p.198-207

2017

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Prognostication and risk factor stratification for survival of patients with hepatocellular carcinoma: a nationwide big data analysis

Scientific reports, 2023-06, Vol.13 (1), p.10388-10388, Article 10388

2023

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Ultrafast Dynamic Contrast-Enhanced Breast MRI: Lesion Conspicuity and Size Assessment according to Background Parenchymal Enhancement

Korean Journal of Radiology, 2020, 21(5), , pp.561-571

2020

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A 50-Gb/s PAM-4 Receiver With Adaptive Phase-Shifting CDR in 28-nm CMOS

IEEE transactions on circuits and systems. I, Regular papers, 2024-08, Vol.71 (8), p.3550-3560

2024

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Cleaved CD44 intracellular domain supports activation of stemness factors and promotes tumorigenesis of breast cancer

Oncotarget, 2015-04, Vol.6 (11), p.8709-8721

2015

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Prolotherapy for the patients with chronic musculoskeletal pain: systematic review and meta-analysis

Anesthesia and Pain Medicine, 2021, 16(1), , pp.81-95

2021

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CNT-molecule-CNT (1D-0D-1D) van der Waals integration ferroelectric memory with 1-nm2 junction area

Nature communications, 2022-08, Vol.13 (1), p.4556-4556, Article 4556

2022

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Nonsurgical treatment outcomes for surgical candidates with lumbar disc herniation: a comprehensive cohort study

Scientific reports, 2021-02, Vol.11 (1), p.3931-3931, Article 3931

2021

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Anti‐LGI1 encephalitis is associated with unique HLA subtypes

Annals of neurology, 2017-02, Vol.81 (2), p.183-192

2017

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Impact of Treatment on Long-Term Survival of Patients With Mycobacterium avium Complex Pulmonary Disease

Clinical infectious diseases, 2023-07, Vol.77 (1), p.120-126

2023

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Latent Tuberculosis Cascade of Care Among Healthcare Workers: A Nationwide Cohort Analysis in Korea Between 2017 and 2018

Journal of Korean Medical Science, 2022, 37(20), , pp.1-13

2022

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Deep Learning Application to Clinical Decision Support System in Sleep Stage Classification

Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-institutional Database

Standardized image-based polysomnography database and deep learning algorithm for sleep-stage classification

Zero-Keep Filter Pruning for Energy/Power Efficient Deep Neural Networks

Entropy-Based Model Generalization for Sleep Stage Classification

Shaped Pruning for Efficient Memory Addressing in DNN Accelerators

Sleep Stage Classification for Inter-institutional Transfer Learning

Image-based Sleep Stage Classification Model for Multi-Institutional Dataset

Filter Combination Learning for Convolutional Neural Network

Design and Implementation of The Metadata Modification Concept Minimizing File Modification

Zero-Keep Filter Pruning for Energy Efficient Deep Neural Network

Age and sex interactions in gastric cancer incidence and mortality trends in Korea

Nomogram Predicting Long-Term Survival After D2 Gastrectomy for Gastric Cancer

Factors Affecting Pathologic Complete Response Following Neoadjuvant Chemotherapy in Breast Cancer: Development and Validation of a Predictive Nomogram

Optimization of microwave-assisted extraction of total extract, stevioside and rebaudioside-A from Stevia rebaudiana (Bertoni) leaves, using response surface methodology (RSM) and artificial neural network (ANN) modelling

Prognostication and risk factor stratification for survival of patients with hepatocellular carcinoma: a nationwide big data analysis

Ultrafast Dynamic Contrast-Enhanced Breast MRI: Lesion Conspicuity and Size Assessment according to Background Parenchymal Enhancement

A 50-Gb/s PAM-4 Receiver With Adaptive Phase-Shifting CDR in 28-nm CMOS

Cleaved CD44 intracellular domain supports activation of stemness factors and promotes tumorigenesis of breast cancer

Prolotherapy for the patients with chronic musculoskeletal pain: systematic review and meta-analysis

CNT-molecule-CNT (1D-0D-1D) van der Waals integration ferroelectric memory with 1-nm2 junction area

Nonsurgical treatment outcomes for surgical candidates with lumbar disc herniation: a comprehensive cohort study

Anti‐LGI1 encephalitis is associated with unique HLA subtypes

Impact of Treatment on Long-Term Survival of Patients With Mycobacterium avium Complex Pulmonary Disease

Latent Tuberculosis Cascade of Care Among Healthcare Workers: A Nationwide Cohort Analysis in Korea Between 2017 and 2018

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