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Junghwan Cho
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How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?
J Cho, K Lee, E Shin, G Choy, S Do
arXiv preprint arXiv:1511.06348, 2015
4812015
Decision tree approach for classification and dimensionality reduction of electronic nose data
JH Cho, PU Kurup
Sensors and Actuators B: Chemical 160 (1), 542-548, 2011
1472011
Improving sensitivity on identification and delineation of intracranial hemorrhage lesion using cascaded deep learning models
J Cho, KS Park, M Karki, E Lee, S Ko, JK Kim, D Lee, J Choe, J Son, ...
Journal of digital imaging 32, 450-461, 2019
1352019
Wireless electronic nose system for real-time quantitative analysis of gas mixtures using micro-gas sensor array and neuro-fuzzy network
JH Cho, YW Kim, KJ Na, GJ Jeon
Sensors and actuators B: Chemical 134 (1), 104-111, 2008
882008
Tin–copper mixed metal oxide nanowires: synthesis and sensor response to chemical vapors
X Li, Z Gu, JH Cho, H Sun, P Kurup
Sensors and Actuators B: Chemical 158 (1), 199-207, 2011
452011
Sensitive and fast recognition of explosives using fluorescent polymer sensors and pattern recognition analysis
J Cho, R Anandakathir, A Kumar, J Kumar, PU Kurup
Sensors and Actuators B: Chemical 160 (1), 1237-1243, 2011
432011
Dynamic chemical vapor sensing with nanofibrous film based surface acoustic wave sensors
S Liu, H Sun, R Nagarajan, J Kumar, Z Gu, JH Cho, P Kurup
Sensors and Actuators A: Physical 167 (1), 8-13, 2011
402011
CT window trainable neural network for improving intracranial hemorrhage detection by combining multiple settings
M Karki, J Cho, E Lee, MH Hahm, SY Yoon, M Kim, JY Ahn, J Son, ...
Artificial Intelligence in Medicine 106, 101850, 2020
372020
Novel sensor array based on doped tin oxide nanowires for organic vapor detection
X Li, JH Cho, P Kurup, Z Gu
Sensors and Actuators B: Chemical 162 (1), 251-258, 2012
312012
Recognition of explosive precursors using nanowire sensor array and decision tree learning
J Cho, X Li, Z Gu, PU Kurup
IEEE Sensors Journal 12 (7), 2384-2391, 2011
152011
An intelligent wireless electronic nose node for monitoring gas mixtures using neuro-fuzzy networks implemented on a microcontroller
YW Kim, JH Cho, GJ Jeon
2007 IEEE International Conference on Computational Intelligence for …, 2007
152007
Do S. How much data is needed to train a medical image deep learning system to achieve necessary high accuracy? arXiv preprint 2015
J Cho, K Lee, E Shin, G Choy, S Do
arXiv preprint arXiv:1511.06348, 0
14
Relationship between human papillomavirus status and the cervicovaginal microbiome in cervical cancer
HDT Nguyen, TM Le, E Lee, D Lee, Y Choi, J Cho, NJY Park, GO Chong, ...
Microorganisms 11 (6), 1417, 2023
112023
Clinical usefulness of deep learning-based automated segmentation in intracranial hemorrhage
CH Kim, MH Hahm, DE Lee, JY Choe, JY Ahn, SY Park, SH Lee, Y Kwak, ...
Technology and Health Care 29 (5), 881-895, 2021
112021
Investigation of QCM sensors with azobenzene functionalized coatings for the detection of nitroaromatics
T Ponrathnam, J Cho, P Kurup, R Nagarajan, J Kumar
Journal of Macromolecular Science, Part A 48 (12), 1031-1037, 2011
112011
Do S. How much data is needed to train a medical image deep learning system to achieve necessary high accuracy. 2015
J Cho, K Lee, E Shin, G Choy
arXiv preprint arXiv:1511.06348, 0
10
Intratumoral budding: A novel prognostic biomarker for tumor recurrence and a potential predictor of nodal metastasis in uterine cervical cancer
GO Chong, NJY Park, HS Han, J Cho, MG Kim, Y Choi, JY Yeo, YH Lee, ...
European Journal of Surgical Oncology 47 (12), 3182-3187, 2021
92021
Machine learning powered automatic organ classification for patient specific organ dose estimation
J Cho, E Lee, H Lee, B Liu, X Li, S Tajmir, D Sahani, S Do
Proceedings of the Society for Imaging Informatics in Medicine Annual Meeting, 2017
82017
System and method for automated labeling and annotating unstructured medical datasets
S Do, JH Cho
US Patent 11,615,879, 2023
72023
Deep Learning Prediction of TERT Promoter Mutation Status in Thyroid Cancer Using Histologic Images
J Kim, S Ko, M Kim, NJY Park, H Han, J Cho, JY Park
Medicina 59 (3), 536, 2023
62023
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