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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
5062015
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
1512011
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
1372019
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
422011
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
402020
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
Medical image generation, localizaton, registration system
JH Cho, M Karki, KW Lee
US Patent 11,430,140, 2022
172022
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
152023
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
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
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
102021
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
72023
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