Works matching AU Lee, Minhyeok

Results: 42

Treatment of Adenoviral Acute Respiratory Distress Syndrome Using Cidofovir With Extracorporeal Membrane Oxygenation.

Published in:

Journal of Intensive Care Medicine, 2017, v. 32, n. 3, p. 231, doi. 10.1177/0885066616681272

By:

Lee, Minhyeok;
Kim, Seulgi;
Kwon, Oh Jung;
Kim, Ji Hye;
Jeong, Inbeom;
Son, Ji Woong;
Na, Moon Jun;
Yoon, Yoo Sang;
Park, Hyun Woong;
Kwon, Sun Jung

Publication type:

Article

Recent Advances in Deep Learning for Protein-Protein Interaction Analysis: A Comprehensive Review.

Published in:

Molecules, 2023, v. 28, n. 13, p. 5169, doi. 10.3390/molecules28135169

By:

Lee, Minhyeok

Publication type:

Article

Determination of Optimal Water Intake Layer Using Deep Learning-Based Water Quality Monitoring and Prediction.

Published in:

Water (20734441), 2024, v. 16, n. 1, p. 15, doi. 10.3390/w16010015

By:

Kim, Yunhwan;
Kwak, Seoeun;
Lee, Minhyeok;
Jeong, Moon;
Park, Meeyoung;
Park, Yong-Gyun

Publication type:

Article

Coaxial boron nitride nanotubes as interfacial dielectric layers to lower interface trap density in carbon nanotube transistors.

Published in:

Nano Research, 2023, v. 16, n. 11, p. 12840, doi. 10.1007/s12274-023-6241-6

By:

Otsuka, Keigo;
Sugihara, Taiki;
Inoue, Taiki;
Jia, Weijie;
Matsushita, Satoru;
Saito, Takanobu;
Lee, Minhyeok;
Taniguchi, Takashi;
Watanabe, Kenji;
Pitner, Gregory;
Li, Ming-Yang;
Chao, Tzu-Ang;
Xiang, Rong;
Chiashi, Shohei;
Maruyama, Shigeo

Publication type:

Article

MetaSwin: a unified meta vision transformer model for medical image segmentation.

Published in:

PeerJ Computer Science, 2024, p. 1, doi. 10.7717/peerj-cs.1762

By:

Soyeon Lee;
Minhyeok Lee

Publication type:

Article

TextControlGAN: Text-to-Image Synthesis with Controllable Generative Adversarial Networks.

Published in:

Applied Sciences (2076-3417), 2023, v. 13, n. 8, p. 5098, doi. 10.3390/app13085098

By:

Ku, Hyeeun;
Lee, Minhyeok

Publication type:

Article

Torque Ripple Minimizing of Uniform Slot Machines with Delta Rotor via Subdomain Analysis.

Published in:

Energies (19961073), 2021, v. 14, n. 21, p. 7390, doi. 10.3390/en14217390

By:

Lee, Minhyeok;
Hwang, Yunkyung;
Nam, Kwanghee

Publication type:

Article

Persistent Homology Analysis of AI-Generated Fractal Patterns: A Mathematical Framework for Evaluating Geometric Authenticity.

Published in:

Fractal & Fractional, 2024, v. 8, n. 12, p. 731, doi. 10.3390/fractalfract8120731

By:

Lee, Minhyeok;
Lee, Soyeon

Publication type:

Article

Box-Counting Dimension Sequences of Level Sets in AI-Generated Fractals.

Published in:

Fractal & Fractional, 2024, v. 8, n. 12, p. 730, doi. 10.3390/fractalfract8120730

By:

Lee, Minhyeok;
Lee, Soyeon

Publication type:

Article

Fractal Analysis of GPT-2 Token Embedding Spaces: Stability and Evolution of Correlation Dimension.

Published in:

Fractal & Fractional, 2024, v. 8, n. 10, p. 603, doi. 10.3390/fractalfract8100603

By:

Lee, Minhyeok

Publication type:

Article

Fractal Self-Similarity in Semantic Convergence: Gradient of Embedding Similarity across Transformer Layers.

Published in:

Fractal & Fractional, 2024, v. 8, n. 10, p. 552, doi. 10.3390/fractalfract8100552

By:

Lee, Minhyeok

Publication type:

Article

Does Low Spoilage Under Cold Conditions Foster Cultural Complexity During the Foraging Era?—Agent-Based Modeling and Reinforcement-Learning Approach.

Published in:

Big Data & Cognitive Computing, 2025, v. 9, n. 2, p. 34, doi. 10.3390/bdcc9020034

By:

Lee, Minhyeok

Publication type:

Article

Nidogen-1 suppresses cell proliferation, migration, and glycolysis via integrin β1-mediated HIF-1α downregulation in triple-negative breast cancer.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-024-84880-5

By:

Lee, Joo-hyung;
Son, Seogho;
Ko, Yunhyo;
Lim, Hogeun;
Lee, Minhyeok;
Kang, Min-gyeong;
Kim, Hyungjoo;
Lee, Kyung-min;
Shin, Incheol

Publication type:

Article

Machine learning for small interfering RNAs: a concise review of recent developments.

Published in:

Frontiers in Genetics, 2023, p. 1, doi. 10.3389/fgene.2023.1226336

By:

Minhyeok Lee

Publication type:

Article

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

Published in:

PLoS ONE, 2018, v. 13, n. 8, p. 1, doi. 10.1371/journal.pone.0202547

By:

Lee, Minhyeok;
Kang, Yeong Seon;
Seok, Junhee

Publication type:

Article

Fabrication of high aspect ratio boron nitride nanotube–ZrB<sub>₂</sub> composites and the effect of dispersion.

Published in:

Journal of the American Ceramic Society, 2023, v. 106, n. 12, p. 7331, doi. 10.1111/jace.19324

By:

Lee, Minhyeok;
Jung, Unseok;
Kim, Jong‐Il;
Jeong, Hyeondeok;
Kim, Jaewoo;
Moon, Se Youn;
Jang, Se Gyu;
Ryu, Sung‐Soo;
Kim, Seong Yun;
Lee, Hunsu

Publication type:

Article

Deep Transfer Learning Using Real-World Image Features for Medical Image Classification, with a Case Study on Pneumonia X-ray Images.

Published in:

Bioengineering (Basel), 2024, v. 11, n. 4, p. 406, doi. 10.3390/bioengineering11040406

By:

Gu, Chanhoe;
Lee, Minhyeok

Publication type:

Article

Recent Advancements in Deep Learning Using Whole Slide Imaging for Cancer Prognosis.

Published in:

Bioengineering (Basel), 2023, v. 10, n. 8, p. 897, doi. 10.3390/bioengineering10080897

By:

Lee, Minhyeok

Publication type:

Article

Automated and Efficient Sampling of Chemical Reaction Space.

Published in:

Advanced Science, 2025, v. 12, n. 9, p. 1, doi. 10.1002/advs.202409009

By:

Lee, Minhyeok;
Ucak, Umit V.;
Jeong, Jinyoung;
Ashyrmamatov, Islambek;
Lee, Juyong;
Sim, Eunji

Publication type:

Article

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.

Published in:

Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-62550-6

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

Publication type:

Article

Vision-based safe autonomous UAV docking with panoramic sensors.

Published in:

Frontiers in Robotics & AI, 2023, p. 1, doi. 10.3389/frobt.2023.1223157

By:

Nguyen, Phuoc Thuan;
Westerlund, Tomi;
Queralta, Jorge Peña;
Lee, Minhyeok;
Zhang, Haijie

Publication type:

Article

Transformer Architecture and Attention Mechanisms in Genome Data Analysis: A Comprehensive Review.

Published in:

Biology (2079-7737), 2023, v. 12, n. 7, p. 1033, doi. 10.3390/biology12071033

By:

Choi, Sanghyuk Roy;
Lee, Minhyeok

Publication type:

Article

Deep Learning Techniques with Genomic Data in Cancer Prognosis: A Comprehensive Review of the 2021–2023 Literature.

Published in:

Biology (2079-7737), 2023, v. 12, n. 7, p. 893, doi. 10.3390/biology12070893

By:

Lee, Minhyeok

Publication type:

Article

Estimating the Prognosis of Low-Grade Glioma with Gene Attention Using Multi-Omics and Multi-Modal Schemes.

Published in:

Biology (2079-7737), 2022, v. 11, n. 10, p. N.PAG, doi. 10.3390/biology11101462

By:

Choi, Sanghyuk Roy;
Lee, Minhyeok

Publication type:

Article

An Ensemble Deep Learning Model with a Gene Attention Mechanism for Estimating the Prognosis of Low-Grade Glioma.

Published in:

Biology (2079-7737), 2022, v. 11, n. 4, p. 586, doi. 10.3390/biology11040586

By:

Lee, Minhyeok

Publication type:

Article

Emergence of Self-Identity in Artificial Intelligence: A Mathematical Framework and Empirical Study with Generative Large Language Models.

Published in:

Axioms (2075-1680), 2025, v. 14, n. 1, p. 44, doi. 10.3390/axioms14010044

By:

Lee, Minhyeok

Publication type:

Article

Multi-Task Deep Learning Games: Investigating Nash Equilibria and Convergence Properties.

Published in:

Axioms (2075-1680), 2023, v. 12, n. 6, p. 569, doi. 10.3390/axioms12060569

By:

Lee, Minhyeok

Publication type:

Article

Score-Guided Generative Adversarial Networks.

Published in:

Axioms (2075-1680), 2022, v. 11, n. 12, p. 701, doi. 10.3390/axioms11120701

By:

Lee, Minhyeok;
Seok, Junhee

Publication type:

Article

Deep Learning Approaches for lncRNA-Mediated Mechanisms: A Comprehensive Review of Recent Developments.

Published in:

International Journal of Molecular Sciences, 2023, v. 24, n. 12, p. 10299, doi. 10.3390/ijms241210299

By:

Kim, Yoojoong;
Lee, Minhyeok

Publication type:

Article

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

Published in:

Bioinformatics, 2019, v. 35, n. 23, p. 4898, doi. 10.1093/bioinformatics/btz399

By:

Lee, Minhyeok;
Han, Sung Won;
Seok, Junhee

Publication type:

Article

Recent Advances in Generative Adversarial Networks for Gene Expression Data: A Comprehensive Review.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 14, p. 3055, doi. 10.3390/math11143055

By:

Lee, Minhyeok

Publication type:

Article

A Mathematical Interpretation of Autoregressive Generative Pre-Trained Transformer and Self-Supervised Learning.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 11, p. 2451, doi. 10.3390/math11112451

By:

Lee, Minhyeok

Publication type:

Article

The Geometry of Feature Space in Deep Learning Models: A Holistic Perspective and Comprehensive Review.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 10, p. 2375, doi. 10.3390/math11102375

By:

Lee, Minhyeok

Publication type:

Article

A Mathematical Investigation of Hallucination and Creativity in GPT Models.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 10, p. 2320, doi. 10.3390/math11102320

By:

Lee, Minhyeok

Publication type:

Article

BioEdge: Accelerating Object Detection in Bioimages with Edge-Based Distributed Inference.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 21, p. 4544, doi. 10.3390/electronics12214544

By:

Ahn, Hyunho;
Lee, Munkyu;
Seong, Sihoon;
Lee, Minhyeok;
Na, Gap-Joo;
Chun, In-Geol;
Kim, Youngpil;
Hong, Cheol-Ho

Publication type:

Article

HRGAN: A Generative Adversarial Network Producing Higher-Resolution Images than Training Sets.

Published in:

Sensors (14248220), 2022, v. 22, n. 4, p. N.PAG, doi. 10.3390/s22041435

By:

Park, Minyoung;
Lee, Minhyeok;
Yu, Sungwook

Publication type:

Article

Estimation with Uncertainty via Conditional Generative Adversarial Networks.

Published in:

Sensors (14248220), 2021, v. 21, n. 18, p. 6194, doi. 10.3390/s21186194

By:

Lee, Minhyeok;
Seok, Junhee

Publication type:

Article

Protecting Postextubation Respiratory Failure and Reintubation by High-Flow Nasal Cannula Compared to Low-Flow Oxygen System: Single Center Retrospective Study and Literature Review.

Published in:

Acute & Critical Care, 2019, v. 34, n. 1, p. 60, doi. 10.4266/acc.2018.00311

By:

Minhyeok Lee;
Ji Hye Kim;
In Beom Jeong;
Ji Woong Son;
Moon Jun Na;
Sun Jung Kwon

Publication type:

Article

Machine Learning Big Data Analysis of the Impact of Air Pollutants on Rhinitis-Related Hospital Visits.

Published in:

Toxics, 2023, v. 11, n. 8, p. 719, doi. 10.3390/toxics11080719

By:

Lee, Soyeon;
Hyun, Changwan;
Lee, Minhyeok

Publication type:

Article

Machine Learning-Based Analyses of the Effects of Various Types of Air Pollutants on Hospital Visits by Asthma Patients.

Published in:

Toxics, 2022, v. 10, n. 11, p. 644, doi. 10.3390/toxics10110644

By:

Lee, Soyeon;
Ku, Hyeeun;
Hyun, Changwan;
Lee, Minhyeok

Publication type:

Article

Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks.

Published in:

Advanced Materials, 2023, v. 35, n. 13, p. 1, doi. 10.1002/adma.202208184

By:

Lee, Jun Ho;
Kim, Seong Hyun;
Heo, Jae Sang;
Kwak, Jee Young;
Park, Chan Woo;
Kim, Insoo;
Lee, Minhyeok;
Park, Ho‐Hyun;
Kim, Yong‐Hoon;
Lee, Su Jae;
Park, Sung Kyu

Publication type:

Article

Copy number variations of chromosome 17p13.1 might be linked to high risk of lung cancer in heavy smokers.

Published in:

Molecular Biology Reports, 2011, v. 38, n. 8, p. 5211, doi. 10.1007/s11033-010-0672-3

By:

Lee, Minhyeok;
Lee, Yeiwon;
Cho, Hyun-Jung;
Hong, Jeeyoung;
Kwon, Sun-Jung;
Park, Chang-Gyo;
Lee, Hoi-Young;
Son, Ji-Woong;
Kang, Jaeku

Publication type:

Article