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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Model Regularization of Deep Neural Networks for Robust Clinical Opinion Generation from General Blood Test Results Kim, Youjin; Kim, Hangyu; Choi, Ho-Jin, 2nd Int’l Workshop on Spatial/Temporal Information Extraction from Unstructured Texts (WSTIE 2017), Workshop on 18th IEEE International Conference on Mobile Data Management, MDM 2017, pp.386 - 391, Institute of Electrical and Electronics Engineers Inc., 2017-05-29 | |
| A Novel Concept of the Rehabilitation Training Coach Robot for Patients with Disability Han, Seung-Ho; Kim, Hangyu; Choi, Ho-Jin, 2nd Int’l Workshop on Spatial/Temporal Information Extraction from Unstructured Texts (WSTIE 2017), Workshop on 18th IEEE International Conference on Mobile Data Management, MDM 2017, pp.376 - 381, Institute of Electrical and Electronics Engineers Inc., 2017-05-29 | |
| Design of Rehabilitation Treatment Coach Robot Han, Seung-Ho; Kim, Hangyu; Choi, Ho-Jin, 16th World Congress on Medical and Health Informatics (MEDINFO), pp.1226, China Medical Informatics Association (CMIA), 2017-08-23 | |
| Clinical Opinions Generation from General Blood Test Results Using Deep Neural Network with Principle Component Analysis and Regularization Kim, Youjin; Kim, Hangyu; Hyeon, Jonghwan; Choi, Ho-Jin, IEEE International Conference on Big Data and Smart Computing (BigComp), pp.386 - 389, Institute of Electrical and Electronics Engineers Inc., 2017-02-13 | |
| Rehabilitation posture correction using deep neural network Han, Seung-Ho; Kim, Hangyu; Choi, Ho-Jin, IEEE International Conference on Big Data and Smart Computing (BigComp), pp.400 - 402, Institute of Electrical and Electronics Engineers Inc., 2017-02-13 | |
| Discriminative Restricted Boltzmann Machine for Emergency Detection on Healthcare Robot Kim, Hangyu; Han, Seung-Ho; Choi, Ho-Jin, IEEE International Conference on Big Data and Smart Computing (BigComp), pp.407 - 409, Institute of Electrical and Electronics Engineers Inc., 2017-02-13 | |
| Controlled Dropout: a Different Dropout for Improving Training Speed on Deep Neural Network Ko, ByungSoo; Kim, Hangyu; Choi, Ho-Jin, IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp.972 - 977, IEEE, 2017-10-06 | |
| Avoiding Overfitting in Deep Neural Networks for Clinical Opinions Generation from General Blood Test Results Kim, YouJin; Kim, Hangyu; Choi, Ho-Jin, 16th World Congress on Medical and Health Informatics (MEDINFO), pp.1274, China Medical Informatics Association (CMIA), 2017-08-23 | |
| Recurrent Neural Networks With Missing Information Imputation For Medical Examination Data Prediction Kim, Hangyu; Jang, Gil-Jin; Choi, Ho-Jin; Kim, Minho; Kim, Young-Won; Choi, Jaehun, 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, pp.317 - 323, Institute of Electrical and Electronics Engineers Inc., 2017-02-15 | |
| Controlled dropout: A different approach to using dropout on deep neural network Ko, Byungsoo; Kim, Hangyu; Oh, Kyo-Joong; Choi, Ho-Jin, 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, pp.358 - 362, Institute of Electrical and Electronics Engineers Inc., 2017-02 |
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