Works by Lee, Minhyeok
Results: 41
Automated and Efficient Sampling of Chemical Reaction Space.
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- Advanced Science, 2025, v. 12, n. 9, p. 1, doi. 10.1002/advs.202409009
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- Article
Does Low Spoilage Under Cold Conditions Foster Cultural Complexity During the Foraging Era?—Agent-Based Modeling and Reinforcement-Learning Approach.
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- Big Data & Cognitive Computing, 2025, v. 9, n. 2, p. 34, doi. 10.3390/bdcc9020034
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- Article
Recent Advances in Generative Adversarial Networks for Gene Expression Data: A Comprehensive Review.
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- Mathematics (2227-7390), 2023, v. 11, n. 14, p. 3055, doi. 10.3390/math11143055
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- Article
A Mathematical Interpretation of Autoregressive Generative Pre-Trained Transformer and Self-Supervised Learning.
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- Mathematics (2227-7390), 2023, v. 11, n. 11, p. 2451, doi. 10.3390/math11112451
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- Article
The Geometry of Feature Space in Deep Learning Models: A Holistic Perspective and Comprehensive Review.
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- Mathematics (2227-7390), 2023, v. 11, n. 10, p. 2375, doi. 10.3390/math11102375
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- Article
A Mathematical Investigation of Hallucination and Creativity in GPT Models.
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- Mathematics (2227-7390), 2023, v. 11, n. 10, p. 2320, doi. 10.3390/math11102320
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- 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.
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- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-62550-6
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- Article
Prediction of survival risks with adjusted gene expression through risk-gene networks.
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- Bioinformatics, 2019, v. 35, n. 23, p. 4898, doi. 10.1093/bioinformatics/btz399
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- Article
MetaSwin: a unified meta vision transformer model for medical image segmentation.
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- PeerJ Computer Science, 2024, p. 1, doi. 10.7717/peerj-cs.1762
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- Article
Machine learning for small interfering RNAs: a concise review of recent developments.
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- Frontiers in Genetics, 2023, p. 1, doi. 10.3389/fgene.2023.1226336
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- Article
Determination of Optimal Water Intake Layer Using Deep Learning-Based Water Quality Monitoring and Prediction.
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- Water (20734441), 2024, v. 16, n. 1, p. 15, doi. 10.3390/w16010015
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- Article
Torque Ripple Minimizing of Uniform Slot Machines with Delta Rotor via Subdomain Analysis.
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- Energies (19961073), 2021, v. 14, n. 21, p. 7390, doi. 10.3390/en14217390
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- Article
Persistent Homology Analysis of AI-Generated Fractal Patterns: A Mathematical Framework for Evaluating Geometric Authenticity.
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- Fractal & Fractional, 2024, v. 8, n. 12, p. 731, doi. 10.3390/fractalfract8120731
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- Article
Box-Counting Dimension Sequences of Level Sets in AI-Generated Fractals.
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- Fractal & Fractional, 2024, v. 8, n. 12, p. 730, doi. 10.3390/fractalfract8120730
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- Article
Fractal Analysis of GPT-2 Token Embedding Spaces: Stability and Evolution of Correlation Dimension.
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- Fractal & Fractional, 2024, v. 8, n. 10, p. 603, doi. 10.3390/fractalfract8100603
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- Article
Fractal Self-Similarity in Semantic Convergence: Gradient of Embedding Similarity across Transformer Layers.
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- Fractal & Fractional, 2024, v. 8, n. 10, p. 552, doi. 10.3390/fractalfract8100552
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- Article
Deep Transfer Learning Using Real-World Image Features for Medical Image Classification, with a Case Study on Pneumonia X-ray Images.
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- Bioengineering (Basel), 2024, v. 11, n. 4, p. 406, doi. 10.3390/bioengineering11040406
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- Article
Recent Advancements in Deep Learning Using Whole Slide Imaging for Cancer Prognosis.
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- Bioengineering (Basel), 2023, v. 10, n. 8, p. 897, doi. 10.3390/bioengineering10080897
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- Article
Transformer Architecture and Attention Mechanisms in Genome Data Analysis: A Comprehensive Review.
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- Biology (2079-7737), 2023, v. 12, n. 7, p. 1033, doi. 10.3390/biology12071033
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- Article
Deep Learning Techniques with Genomic Data in Cancer Prognosis: A Comprehensive Review of the 2021–2023 Literature.
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- Biology (2079-7737), 2023, v. 12, n. 7, p. 893, doi. 10.3390/biology12070893
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- Article
Estimating the Prognosis of Low-Grade Glioma with Gene Attention Using Multi-Omics and Multi-Modal Schemes.
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- Biology (2079-7737), 2022, v. 11, n. 10, p. N.PAG, doi. 10.3390/biology11101462
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- Article
An Ensemble Deep Learning Model with a Gene Attention Mechanism for Estimating the Prognosis of Low-Grade Glioma.
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- Biology (2079-7737), 2022, v. 11, n. 4, p. 586, doi. 10.3390/biology11040586
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- Article
Emergence of Self-Identity in Artificial Intelligence: A Mathematical Framework and Empirical Study with Generative Large Language Models.
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- Axioms (2075-1680), 2025, v. 14, n. 1, p. 44, doi. 10.3390/axioms14010044
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- Article
Multi-Task Deep Learning Games: Investigating Nash Equilibria and Convergence Properties.
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- Axioms (2075-1680), 2023, v. 12, n. 6, p. 569, doi. 10.3390/axioms12060569
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- Article
Score-Guided Generative Adversarial Networks.
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- Axioms (2075-1680), 2022, v. 11, n. 12, p. 701, doi. 10.3390/axioms11120701
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- Article
Machine Learning Big Data Analysis of the Impact of Air Pollutants on Rhinitis-Related Hospital Visits.
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- Toxics, 2023, v. 11, n. 8, p. 719, doi. 10.3390/toxics11080719
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- Article
Machine Learning-Based Analyses of the Effects of Various Types of Air Pollutants on Hospital Visits by Asthma Patients.
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- Toxics, 2022, v. 10, n. 11, p. 644, doi. 10.3390/toxics10110644
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- Article
Coaxial boron nitride nanotubes as interfacial dielectric layers to lower interface trap density in carbon nanotube transistors.
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- Nano Research, 2023, v. 16, n. 11, p. 12840, doi. 10.1007/s12274-023-6241-6
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- Article
Deep Learning Approaches for lncRNA-Mediated Mechanisms: A Comprehensive Review of Recent Developments.
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- International Journal of Molecular Sciences, 2023, v. 24, n. 12, p. 10299, doi. 10.3390/ijms241210299
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- Article
Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks.
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- Advanced Materials, 2023, v. 35, n. 13, p. 1, doi. 10.1002/adma.202208184
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- Article
Recent Advances in Deep Learning for Protein-Protein Interaction Analysis: A Comprehensive Review.
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- Molecules, 2023, v. 28, n. 13, p. 5169, doi. 10.3390/molecules28135169
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- Article
BioEdge: Accelerating Object Detection in Bioimages with Edge-Based Distributed Inference.
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- Electronics (2079-9292), 2023, v. 12, n. 21, p. 4544, doi. 10.3390/electronics12214544
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- Article
TextControlGAN: Text-to-Image Synthesis with Controllable Generative Adversarial Networks.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 8, p. 5098, doi. 10.3390/app13085098
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- Article
Fabrication of high aspect ratio boron nitride nanotube–ZrB<sub>₂</sub> composites and the effect of dispersion.
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- Journal of the American Ceramic Society, 2023, v. 106, n. 12, p. 7331, doi. 10.1111/jace.19324
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- Article
HRGAN: A Generative Adversarial Network Producing Higher-Resolution Images than Training Sets.
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- Sensors (14248220), 2022, v. 22, n. 4, p. N.PAG, doi. 10.3390/s22041435
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- Article
Estimation with Uncertainty via Conditional Generative Adversarial Networks.
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- Sensors (14248220), 2021, v. 21, n. 18, p. 6194, doi. 10.3390/s21186194
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- 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.
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- Acute & Critical Care, 2019, v. 34, n. 1, p. 60, doi. 10.4266/acc.2018.00311
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- Article
Treatment of Adenoviral Acute Respiratory Distress Syndrome Using Cidofovir With Extracorporeal Membrane Oxygenation.
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- Journal of Intensive Care Medicine, 2017, v. 32, n. 3, p. 231, doi. 10.1177/0885066616681272
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- Article
The estimation of probability distribution for factor variables with many categorical values.
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- PLoS ONE, 2018, v. 13, n. 8, p. 1, doi. 10.1371/journal.pone.0202547
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- Article
Copy number variations of chromosome 17p13.1 might be linked to high risk of lung cancer in heavy smokers.
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- Molecular Biology Reports, 2011, v. 38, n. 8, p. 5211, doi. 10.1007/s11033-010-0672-3
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- Article
Vision-based safe autonomous UAV docking with panoramic sensors.
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- Frontiers in Robotics & AI, 2023, p. 1, doi. 10.3389/frobt.2023.1223157
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- Article