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Showing results 41 to 80 of 93

Issue Date	Title / Author(s) / Citation	File
2021-02	GPU를 활용한 딥 러닝 학습의 메모리 관리 기법 이지수	view file link
2021-02	2D Human Pose Estimation and Tracking with spatial and temporal features 황지혜	view file link
2021-02	SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds 김형주	view file link
2021-02	Grayscale Image Colorization using Modified FusionNet 좌민제	view file link
2021-02	Deep Convolutional Neural Network for Fingerprint Image Denoising and Inpainting 배정윤	view file link
2021-02	A Deep Learning-based Computer-aided Diagnosis Method for Radiographic Bone Loss and Periodontitis Stage: A Multi-device Study 이상정	view file link
2021-02	Improving Individual-level Short-Term Electric Load Forecasting for Residential Demand Response 이은정	view file link
2021-02	Machine learning approach for phase transitions 최광종	view file link
2021-02	고속대량 피노타이핑 구현을 위한 시설 작물 영상처리 및 딥러닝 응용 기술 개발 양명균	link
2021-02	Deep Learning-based Prediction of Seismic Responses and Losses of Nonlinear Structural Systems 김태용	view file link
2021-02	Machine learning-based strategy for operational intelligence of long-span bridges 임재영	view file link
2021-02	딥 러닝을 활용한 한국 아파트 단위평면 분석 방법론 개발 안의순	view file link
2021-02	Mining Intangible Internal Resources from Employee Voice with Deep Learning 박서영	view file link
2021-04	Computer vision-based wood identification and its expansion and contribution potentials in wood science: A review Hwang, Sung-Wook; Sugiyama, Junji Plant Methods. 2021 Apr 28;17(1):47	view file DOI
2021-05	Evaluation of automated cephalometric analysis based on the latest deep learning method Hwang, Hye-Won; Moon, Jun-Ho; Kim, Min-Gyu; Donatelli, Richard E.; Lee, Shin-Jae Angle Orthodontist, Vol.91 No.3, pp.329-335	DOI
2021-06	Deep learning-based amyloid PET positivity classification model in the Alzheimers disease continuum by using 2-[18F]FDG PET Kim, Suhong; Lee, Peter; Oh, Kyeong Taek; Byun, Min Soo; Yi, Dahyun; Lee, Jun Ho; Kim, Yu Kyeong; Ye, Byoung Seok; Yun, Mi Jin; Lee, Dong Young; Jeong, Yong EJNMMI Research. 2021 Jun 10;11(1):56	view file DOI
2021-07	Image quality of ultralow-dose chest CT using deep learning techniques: potential superiority of vendor-agnostic post-processing over vendor-specific techniques Nam, Ju Gang; Ahn, Chulkyun; Choi, Hyewon; Hong, Wonju; Park, Jongsoo; Kim, Jong Hyo; Goo, Jin Mo European Radiology, Vol.31 No.7, pp.5139-5147	DOI
2021-08	Deep learning reconstruction for contrast-enhanced CT of the upper abdomen: similar image quality with lower radiation dose in direct comparison with iterative reconstruction Nam, Ju Gang; Hong, Jung Hee; Kim, Da Som; Oh, Jiseon; Goo, Jin Mo European Radiology, Vol.31 No.8, pp.5533-5543	DOI
2021-10	srBERT: automatic article classification model for systematic review using BERT Aum, Sungmin; Choe, Seon Systematic Reviews. 2021 Oct 30;10(1):285	view file DOI
2021-11	Fully automated identification of brain abnormality from whole-body FDG-PET imaging using deep learning-based brain extraction and statistical parametric mapping Whi, Wonseok; Choi, Hongyoon; Paeng, Jin Chul; Cheon, Gi Jeong; Kang, Keon Wook; Lee, Dong Soo EJNMMI Physics. 2021 Nov 14;8(1):79	view file DOI
2022	Deep Learning-based Metabolite Quantification in Proton Magnetic Resonance Spectroscopy of the Brain 이형훈	view file link
2022	Information Theoretic Analysis of Machine Learning 이성엽	view file link
2022-04	AutoCoV: tracking the early spread of COVID-19 in terms of the spatial and temporal patterns from embedding space by K-mer based deep learning Inyoung Sung; Sangseon Lee; Minwoo Pak; Yunyol Shin; Sun Kim BMC Bioinformatics. Vol 23(Suppl 3):149	view file DOI
2022-05	A novel approach to predicting the synergy of anti-cancer drug combinations using document-based feature extraction Shim, Yongsun; Lee, Munhwan; Kim, Pil-Jong; Kim, Hong-Gee BMC Bioinformatics. Vol 23(1):163	view file DOI
2022-06	OptNCMiner: a deep learning approach for the discovery of natural compounds modulating disease-specific multi-targets Seo Hyun Shin; Seung Man Oh; Jung Han Yoon Park; Ki Won Lee; Hee Yang BMC Bioinformatics. Vol.23(1):218	view file DOI
2022-10	형태학적 연산과 경계추출 학습이 강화된 U-Net을 활용한 Sentinel-1 영상 기반 수체탐지 Kim, Hwisong; Kim, Duk-jin; Kim, Junwoo 대한원격탐사학회지, Vol.38 No.5, pp.793-810	DOI
2023	Deep Learning Estimation of Age in Geriatric Dogs Using Thoracic Radiographs 정지원	view file link
2023	Analyzing Loss Landscape of Deep Learning Models for Better Robustness and Generalization Hoki Kim	view file link
2023	Improving Lugged-Wheel Robot Localization in Rough Deformable Terrains Using DNN-Based Slip Ratio Estimation 김철홍	view file link
2023	Study on Deep Learning-based Environment-aware Wireless Communications for 6G 김진홍	view file link
2023	Fusion of Image and Point-cloud Data for Autonomous Driving in Diverse Environments 전유림	view file link
2023	Development and validation of a deep learning model for prediction of the 30-day mortality of patients with community-acquired pneumonia from chest X-ray 김찬기	view file link
2023	Deep Learning for the Prediction of Protein-Ligand Interactions: Applications to hERG and GPCRs 이수민	view file link
2023	Spatio-Temporal Prediction Using Deep Neural Networks 박태준	view file link
2023	Detecting Structural Change Point in Autoregressive Time Series via Transformer 조항범	view file link
2023	Structure-Preserving Quality Improvement of Cone-Beam CT Images Using Contrastive Learning 강세룡	view file link
2023	Comparison of Individualized Facial Growth Prediction Models Based on the Multivariate Partial Least Squares Method and Artificial Intelligence Developed by TabNet Deep Neural Network 문준호	view file link
2023-06	Super resolution of historic Landsat imagery using a dual generative adversarial network (GAN) model with CubeSat constellation imagery for spatially enhanced long-term vegetation monitoring Kong, Juwon; Ryu, Youngryel; Jeong, Sungchan; Zhong, Zilong; Choi, Wonseok; Kim, Jongmin; Lee, Kyungdo; Lim, Joongbin; Jang, Keunchang; Chun, Junghwa; Kim, Kyoung-Min; Houborg, Rasmus ISPRS Journal of Photogrammetry and Remote Sensing, Vol.200, pp.1-23	DOI
2023-06	Electrocardiogram-based deep learning algorithm for the screening of obstructive coronary artery disease Choi, Seong Huan; Lee, Hyun-Gye; Park, Sang-Don; Bae, Jang-Whan; Lee, Woojoo; Kim, Mi-Sook; Kim, Tae-Hun; Lee, Won Kyung BMC Cardiovascular Disorders, Vol.23:287	view file DOI
2023-08	Smart classification method to detect irregular nozzle spray patterns inside carbon black reactor using ensemble transfer learning Oh, Sung-Mook; Park, Jin; Yang, Jinsun; Oh, Young-Gyun; Yi, Kyung Woo Journal of Intelligent Manufacturing, Vol.34 No.6, pp.2729-2745	DOI

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