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Tomocube: 대전, KR

2018-07-01 to present
Employment
Source: Self-asserted source
hyunseok min

Works (50 of 62)

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Page 1 of 2

Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker

Light: Science & Applications
2023-11-07 | Journal article
Contributors: MinDong Sung; Jong Hyun Kim; Hyun-Seok Min; Sooyoung Jang; JaeSeong Hong; Bo Kyu Choi; JuHye Shin; Kyung Soo Chung; Yu Rang Park
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Crossref

Predicting Future Incidences of Cardiac Arrhythmias Using Discrete Heartbeats from Normal Sinus Rhythm ECG Signals via Deep Learning Methods

Diagnostics
2023-09-03 | Journal article
Contributors: Yehyun Kim; Myeonggyu Lee; Jaeung Yoon; Yeji Kim; Hyunseok Min; Hyungjoo Cho; Junbeom Park; Taeyoung Shin
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Crossref
grade
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Deep learning-based label-free hematology analysis framework using optical diffraction tomography

Heliyon
2023-08 | Journal article
Contributors: Dongmin Ryu; Taeyoung Bak; Daewoong Ahn; Hayoung Kang; Sanggeun Oh; Hyun-seok Min; Sumin Lee; Jimin Lee
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Crossref

Prediction of Postoperative Creatinine Levels by Artificial Intelligence after Partial Nephrectomy

Medicina
2023-07-31 | Journal article
Contributors: Tae Young Shin; Hyunho Han; Hyun-Seok Min; Hyungjoo Cho; Seonggyun Kim; Sung Yul Park; Hyung Joon Kim; Jung Hoon Kim; Yong Seong Lee
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Crossref
grade
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Label-free multiplexed microtomography of endogenous subcellular dynamics using generalizable deep learning

Optics InfoBase Conference Papers
2022 | Conference paper
EID:

2-s2.0-85136809019

Contributors: Jo, Y.; Cho, H.; Park, W.S.; Kim, G.; Ryu, D.; Kim, Y.S.; Lee, M.; Park, S.; Lee, M.J.; Joo, H. et al.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Label-free multiplexed microtomography of endogenous subcellular dynamics using generalizable deep learning

2022 Conference on Lasers and Electro-Optics, CLEO 2022 - Proceedings
2022 | Conference paper
EID:

2-s2.0-85139964621

Contributors: Jo, Y.; Cho, H.; Park, W.S.; Kim, G.; Ryu, D.; Kim, Y.S.; Lee, M.; Park, S.; Lee, M.J.; Joo, H. et al.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Neural Angular Plaque Characterization: Automated Quantification of Polar Distribution for Plaque Composition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Book
EID:

2-s2.0-85124042449

Part of ISSN: 16113349 03029743
Contributors: Cho, H.; Choi, D.; Min, H.-S.; Kang, S.-J.; Kim, H.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Rapid species identification of pathogenic bacteria from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural network

Light: Science and Applications
2022 | Journal article
EID:

2-s2.0-85132553534

Part of ISSN: 20477538 20955545
Contributors: Kim, G.; Ahn, D.; Kang, M.; Park, J.; Ryu, D.H.; Jo, Y.J.; Song, J.; Ryu, J.S.; Choi, G.; Chung, H.J. et al.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

3D cell instance segmentation via point proposals using cellular components

Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2021 | Conference paper
EID:

2-s2.0-85107868014

Part of ISSN: 16057422
Contributors: Choi, J.; Park, J.; Min, H.-S.; Cho, H.; Lim, S.; Choo, J.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Label-free three-dimensional analyses of live cells with deep-learning-based segmentation exploiting refractive index distributions

bioRxiv
2021 | Other
EID:

2-s2.0-85109206602

Part of ISSN: 26928205
Contributors: Choi, J.; Kim, H.-J.; Sim, G.; Lee, S.; Park, W.S.; Park, J.H.; Kang, H.-Y.; Lee, M.; Heo, W.D.; Choo, J. et al.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Neural Bootstrapper

Advances in Neural Information Processing Systems
2021 | Conference paper
EID:

2-s2.0-85131840246

Part of ISSN: 10495258
Contributors: Shin, M.; Cho, H.; Min, H.-S.; Lim, S.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Label-free multiplexed microtomography of endogenous subcellular dynamics using generalizable deep learning

Nature Cell Biology
2021-12-07 | Journal article
Part of ISSN: 1465-7392
Part of ISSN: 1476-4679
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hyunseok min
grade
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Label-Free White Blood Cell Classification Using Refractive Index Tomography and Deep Learning

BME Frontiers
2021-07-31 | Journal article
Part of ISSN: 2765-8031
Source: Self-asserted source
hyunseok min

DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning

IEEE Transactions on Medical Imaging
2021-05 | Journal article
Part of ISSN: 0278-0062
Part of ISSN: 1558-254X
Source: Self-asserted source
hyunseok min
grade
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Intravascular ultrasound-based deep learning for plaque characterization in coronary artery disease

Atherosclerosis
2021-05 | Journal article
Part of ISSN: 0021-9150
Source: Self-asserted source
hyunseok min
grade
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Prediction of Coronary Stent Underexpansion by Pre-Procedural Intravascular Ultrasound–Based Deep Learning

JACC: Cardiovascular Interventions
2021-05 | Journal article
Part of ISSN: 1936-8798
Source: Self-asserted source
hyunseok min
grade
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Calibration-free quantitative phase imaging using data-driven aberration modeling

arXiv
2020 | Other
EID:

2-s2.0-85098817928

Part of ISSN: 23318422
Contributors: Chang, T.; Jo, Y.; Choi, G.; Ryu, D.; Min, H.-S.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Data-driven multiplexed microtomography of endogenous subcellular dynamics

bioRxiv
2020 | Other
EID:

2-s2.0-85098816745

Part of ISSN: 26928205
Contributors: Jo, Y.; Cho, H.; Park, W.S.; Kim, G.; Ryu, D.; Kim, Y.S.; Lee, M.; Joo, H.; Jo, H.; Lee, S. et al.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

DeepRegularizer: Rapid resolution enhancement of tomographic imaging using deep learning

arXiv
2020 | Other
EID:

2-s2.0-85098375291

Part of ISSN: 23318422
Contributors: Ryu, D.; Ryu, D.; Baek, Y.; Cho, H.; Kim, G.; Kim, Y.S.; Lee, Y.; Kim, Y.; Ye, J.C.; Min, H.-S. et al.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Expert-level segmentation using deep learning for volumetry of polycystic kidney and liver

Investigative and Clinical Urology
2020 | Journal article
Contributors: Tae Young Shin; Hyunsuk Kim; Joong-Hyup Lee; Jong-Suk Choi; Hyun-Seok Min; Hyungjoo Cho; Kyungwook Kim; Geon Kang; Jungkyu Kim; Sieun Yoon et al.
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Label-free bone marrow white blood cell classification using refractive index tomograms and deep learning

bioRxiv
2020 | Other
EID:

2-s2.0-85099044904

Part of ISSN: 26928205
Contributors: Ryu, D.; Kim, J.; Lim, D.; Min, H.-S.; You, I.; Cho, D.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Neural Bootstrapper

arXiv
2020 | Other
EID:

2-s2.0-85119246785

Part of ISSN: 23318422
Contributors: Shin, M.; Cho, H.; Min, H.-S.; Lim, S.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Deep-learning-based three-dimensional label-free tracking and analysis of immunological synapses of CAR-T cells

eLife
2020-12-17 | Journal article
Part of ISSN: 2050-084X
Source: Self-asserted source
hyunseok min
grade
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Calibration-free quantitative phase imaging using data-driven aberration modeling

Optics Express
2020-11-09 | Journal article
Part of ISSN: 1094-4087
Source: Self-asserted source
hyunseok min
grade
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Detection of optical coherence tomography-defined thin-cap fibroatheroma in the coronary artery using deep learning

EuroIntervention
2020-08 | Journal article
Part of ISSN: 1774-024X
Source: Self-asserted source
hyunseok min
grade
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Deep learning–enabled image quality control in tomographic reconstruction: Robust optical diffraction tomography

arXiv
2019 | Other
EID:

2-s2.0-85094476592

Part of ISSN: 23318422
Contributors: Ryu, D.; Jo, Y.; Yoo, J.; Chang, T.; Ahn, D.; Kim, Y.; Kim, G.; Min, H.-S.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

DeepIS: Deep learning framework for three-dimensional label-free tracking of immunological synapses

bioRxiv
2019 | Other
EID:

2-s2.0-85092829376

Part of ISSN: 26928205
Contributors: Lee, M.; Lee, Y.-H.; Song, J.; Kim, G.; Jo, Y.; Min, H.; Kim, C.H.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Rapid and label-free identification of individual bacterial pathogens exploiting three-dimensional quantitative phase imaging and deep learning

bioRxiv
2019 | Other
EID:

2-s2.0-85093606101

Part of ISSN: 26928205
Contributors: Kim, G.; Ahn, D.; Kang, M.; Jo, Y.; Ryu, D.; Kim, H.; Song, J.; Ryu, J.S.; Choi, G.; Chung, H.J. et al.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Deep learning-based optical field screening for robust optical diffraction tomography

Scientific Reports
2019-12 | Journal article
Part of ISSN: 2045-2322
Source: Self-asserted source
hyunseok min
grade
Preferred source (of 2)‎

Prediction of coronary thin-cap fibroatheroma by intravascular ultrasound-based machine learning

Atherosclerosis
2019-09 | Journal article
Part of ISSN: 0021-9150
Source: Self-asserted source
hyunseok min
grade
Preferred source (of 2)‎

Angiography‐Based Machine Learning for Predicting Fractional Flow Reserve in Intermediate Coronary Artery Lesions

Journal of the American Heart Association
2019-02-19 | Journal article
Part of ISSN: 2047-9980
Source: Self-asserted source
hyunseok min
grade
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Cycle-consistent deep learning approach to coherent noise reduction in optical diffraction tomography

Optics Express
2019-02-18 | Journal article
Part of ISSN: 1094-4087
Source: Self-asserted source
hyunseok min
grade
Preferred source (of 2)‎

Learning-based screening of hematologic disorders using quantitative phase imaging of individual red blood cells

Biosensors and Bioelectronics
2019-01 | Journal article
Part of ISSN: 0956-5663
Source: Self-asserted source
hyunseok min
grade
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Quantitative Phase Imaging and Artificial Intelligence: A Review

IEEE Journal of Selected Topics in Quantum Electronics
2019-01 | Journal article
Part of ISSN: 1077-260X
Part of ISSN: 1558-4542
Source: Self-asserted source
hyunseok min
grade
Preferred source (of 2)‎

Automated Identification of Bacteria using Three-Dimensional Holographic Imaging and Convolutional Neural Network

31st Annual Conference of the IEEE Photonics Society, IPC 2018
2018 | Conference paper
EID:

2-s2.0-85058266331

Contributors: Kim, G.; Jo, Y.; Cho, H.; Choi, G.; Kim, B.-S.; Min, H.-S.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Deep learning approach to coherent noise reduction in optical diffraction tomography

arXiv
2018 | Other
EID:

2-s2.0-85095323412

Part of ISSN: 23318422
Contributors: Choi, G.; Ryu, D.; Jo, Y.; Kim, Y.; Park, W.; Min, H.S.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Learning-based screening of hematologic disorders using quantitative phase imaging of individual red blood cells

bioRxiv
2018 | Other
EID:

2-s2.0-85093213496

Part of ISSN: 26928205
Contributors: Kim, G.; Jo, Y.; Cho, H.; Min, H.-S.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Quantitative phase imaging and artificial intelligence: A review

arXiv
2018 | Other
EID:

2-s2.0-85094487553

Part of ISSN: 23318422
Contributors: Jo, Y.; Cho, H.; Lee, S.Y.; Choi, G.; Kim, G.; Min, H.-S.; Park, Y.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Neural stain-style transfer learning using GAN for histopathological images

arXiv
2017 | Other
EID:

2-s2.0-85093020351

Part of ISSN: 23318422
Contributors: Cho, H.; Lim, S.; Choi, G.; Min, H.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Improved license plate recognition for low-resolution CCTV forensics by integrating sparse representation-based super-resolution

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84904756884

Part of ISSN: 16113349 03029743
Contributors: Min, H.-S.; Lee, S.H.; De Neve, W.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Sub-sampled dictionaries for coarse-to-fine sparse representation-based human action recognition

Proceedings - IEEE International Conference on Multimedia and Expo
2014 | Conference paper
EID:

2-s2.0-84937510500

Part of ISSN: 1945788X 19457871
Contributors: Lee, J.; Min, H.-S.; Seo, J.-J.; De Neve, W.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Face verification using color sparse representation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
EID:

2-s2.0-84883195437

Part of ISSN: 03029743 16113349
Contributors: Shin, W.J.; Lee, S.H.; Min, H.-S.; Sohn, H.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Sparse representation-based human action recognition using an action region-aware dictionary

Proceedings - 2013 IEEE International Symposium on Multimedia, ISM 2013
2013 | Conference paper
EID:

2-s2.0-84900647153

Contributors: Min, H.-S.; Neve, W.D.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Video copy detection using inclined video tomography and bag-of-visual-words

Proceedings - IEEE International Conference on Multimedia and Expo
2012 | Conference paper
EID:

2-s2.0-84868091774

Part of ISSN: 19457871 1945788X
Contributors: Min, H.-S.; Kim, S.M.; De Neve, W.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Near-Duplicate Video Clip Detection Using Model-Free Semantic Concept Detection and Adaptive Semantic Distance Measurement

IEEE Transactions on Circuits and Systems for Video Technology
2012-08 | Journal article
Part of ISSN: 1051-8215
Part of ISSN: 1558-2205
Source: Self-asserted source
hyunseok min
grade
Preferred source (of 2)‎

Leveraging an image folksonomy and the Signature Quadratic Form Distance for semantic-based detection of near-duplicate video clips

Proceedings - IEEE International Conference on Multimedia and Expo
2011 | Conference paper
EID:

2-s2.0-80155159039

Part of ISSN: 19457871 1945788X
Contributors: Min, H.-S.; Choi, J.Y.; De Neve, W.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Towards a better understanding of model-free semantic concept detection for annotation and near-duplicate video clip detection

Proceedings - International Conference on Image Processing, ICIP
2011 | Conference paper
EID:

2-s2.0-84863051929

Part of ISSN: 15224880
Contributors: Min, H.-S.; Choi, J.Y.; De Neve, W.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Bimodal fusion of low-level visual features and high-level semantic features for near-duplicate video clip detection

Signal Processing: Image Communication
2011-11 | Journal article
Part of ISSN: 0923-5965
Source: Self-asserted source
hyunseok min
grade
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Exploiting collective knowledge in an image folksonomy for semantic-based near-duplicate video detection

Proceedings - International Conference on Image Processing, ICIP
2010 | Conference paper
EID:

2-s2.0-78651099019

Part of ISSN: 15224880
Contributors: Min, H.-S.; De Neve, W.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier

Towards using semantic features for near-duplicate video detection

2010 IEEE International Conference on Multimedia and Expo, ICME 2010
2010 | Conference paper
EID:

2-s2.0-78349278411

Contributors: Min, H.-S.; De Neve, W.; Ro, Y.M.
Source: Self-asserted source
hyunseok min via Scopus - Elsevier
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Peer review (3 reviews for 3 publications/grants)

Review activity for Biomedical signal processing and control. (1)
Review activity for Computers in biology and medicine. (1)
Review activity for Knowledge-based systems. (1)