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2020 – today
- 2024
[j15]Hansle Gwon, Imjin Ahn, Yunha Kim, Hee-Jun Kang, Hyeram Seo, Heejung Choi, Ha Na Cho, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Kye Hwa Lee
, Tae Joon Jun, Young-Hak Kim:
LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis. Comput. Biol. Medicine 168: 107738 (2024)- [j14]Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi:
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning. IEEE J. Biomed. Health Informatics 28(1): 502-513 (2024) - [i11]Imjin Ahn, Hansle Gwon, Young-Hak Kim, Tae Joon Jun, Sanghyun Park:
NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization. CoRR abs/2402.11882 (2024) - [i10]Hansle Gwon, Imjin Ahn, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Tae Joon Jun:
InMD-X: Large Language Models for Internal Medicine Doctors. CoRR abs/2402.11883 (2024) - [i9]Hyoje Jung, Yunha Kim, Heejung Choi, Hyeram Seo, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Soyoung Ko, Byeolhee Kim, Suyeon Kim, Tae Joon Jun, Young-Hak Kim:
Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients. CoRR abs/2404.05144 (2024) - 2022
- [j13]Yunha Kim, Imjin Ahn, Ha Na Cho, Hansle Gwon, Hee-Jun Kang, Hyeram Seo, Heejung Choi, Kyu-Pyo Kim, Tae Joon Jun, Young-Hak Kim:
RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources. Comput. Methods Programs Biomed. 221: 106866 (2022) - [j12]Dongjoo Shin, Hyeong-U. Kim, Atul Kulkarni, Young-Hak Kim, Taesung Kim:
Development of Force Sensor System Based on Tri-Axial Fiber Bragg Grating with Flexure Structure. Sensors 22(1): 16 (2022) - [j11]Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Young-Hak Kim, Edward Choi:
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. IEEE J. Biomed. Health Informatics 26(12): 6070-6080 (2022) - [c10]Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Younghak Kim, Edward Choi:
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding. CHIL 2022: 183-203 - [i8]Kyunghoon Hur, Jungwoo Oh, Junu Kim, Min Jae Lee, Eunbyeol Cho, Jiyoun Kim, Seong-Eun Moon, Young-Hak Kim, Edward Choi:
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR abs/2207.09858 (2022) - [i7]Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Edward Choi:
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR abs/2211.08082 (2022) - 2021
- [j10]Jihoon Kweon, Kyunghwan Kim, Chaehyuk Lee, Hwi Kwon, Jinwoo Park, Kyoseok Song, Young In Kim, Jeeone Park, Inwook Back, Jae-Hyung Roh, Youngjin Moon, Jaesoon Choi, Young-Hak Kim:
Deep Reinforcement Learning for Guidewire Navigation in Coronary Artery Phantom. IEEE Access 9: 166409-166422 (2021) - [j9]Jungsun Yoo, Tae Joon Jun, Young-Hak Kim:
xECGNet: Fine-tuning attention map within convolutional neural network to improve detection and explainability of concurrent cardiac arrhythmias. Comput. Methods Programs Biomed. 208: 106281 (2021) - [j8]Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Young-Hak Kim, Daeyoung Kim:
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes. Expert Syst. Appl. 182: 115211 (2021) - [j7]Imjin Ahn, Wonjun Na, OSung Kwon, Dong Hyun Yang, Gyung-Min Park, Hansle Gwon, Hee-Jun Kang, Yeon Uk Jeong, Jungsun Yoo, Yunha Kim, Tae Joon Jun, Young-Hak Kim:
CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases. BMC Medical Informatics Decis. Mak. 21(1): 29 (2021) - [i6]Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi:
Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding. CoRR abs/2108.03625 (2021) - [i5]Jihoon Kweon, Kyunghwan Kim, Chaehyuk Lee, Hwi Kwon, Jinwoo Park, Kyoseok Song, Young In Kim, Jeeone Park, Inwook Back, Jae-Hyung Roh, Youngjin Moon, Jaesoon Choi, Young-Hak Kim:
Deep reinforcement learning for guidewire navigation in coronary artery phantom. CoRR abs/2110.01840 (2021) - [i4]Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi:
Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding. CoRR abs/2111.09098 (2021) - 2020
- [j6]Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim:
T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography. Neural Networks 128: 216-233 (2020) - [c9]Do-Hoon Kim, Yura Lee, Ji Seon Oh, Dongwoo Seo, Kye Hwa Lee, Young-Hak Kim, Woo-Sung Kim, Jae-Ho Lee:
Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version Upgrades. AMIA 2020
2010 – 2019
- 2019
- [j5]Kyungmin Jo, Jihoon Kweon, Young-Hak Kim, Jaesoon Choi:
Segmentation of the Main Vessel of the Left Anterior Descending Artery Using Selective Feature Mapping in Coronary Angiography. IEEE Access 7: 919-930 (2019) - [j4]Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim:
Automated detection of vulnerable plaque in intravascular ultrasound images. Medical Biol. Eng. Comput. 57(4): 863-876 (2019) - [c8]Jaemin Kim, Younghak Kim, Younghwan Yoo:
Energy-Efficient Routing Using Genetic Algorithm in Cluster-Based Wireless Sensor Networks. VTC Fall 2019: 1-5 - [i3]Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim:
T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography. CoRR abs/1905.04197 (2019) - 2018
- [c7]Wendong Ge, Jin-Won Huh, Yu Rang Park, Jae Ho Lee, Young-Hak Kim, Alexander Turchin:
An Interpretable ICU Mortality Prediction Model Based on Logistic Regression and Recurrent Neural Networks with LSTM Units. AMIA 2018 - [c6]Geena Kim, June-Goo Lee, Soo-Jin Kang, Paul Ngyuen, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Seung-Whan Lee, Young-Hak Kim, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park:
Prediction of FFR from IVUS Images Using Machine Learning. CVII-STENT/LABELS@MICCAI 2018: 73-81 - [i2]Tae Joon Jun, Hoang Minh Nguyen, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim:
ECG arrhythmia classification using a 2-D convolutional neural network. CoRR abs/1804.06812 (2018) - [i1]Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim:
Automated detection of vulnerable plaque in intravascular ultrasound images. CoRR abs/1804.06817 (2018) - 2017
- [c5]Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim:
Thin-Cap Fibroatheroma Detection with Deep Neural Networks. ICONIP (4) 2017: 759-768 - 2016
- [c4]Tae Joon Jun, Hyun Ji Park, Hyuk Yoo, Young-Hak Kim, Daeyoung Kim:
GPU based cloud system for high-performance arrhythmia detection with parallel k-NN algorithm. EMBC 2016: 5327-5330 - [c3]Tae Joon Jun, Hyun Ji Park, Hoang Minh Nguyen, Daeyoung Kim, Young-Hak Kim:
Premature Ventricular Contraction Beat Detection with Deep Neural Networks. ICMLA 2016: 859-864
2000 – 2009
- 2007
- [j3]Wei Bai, Younghak Kim:
Effects of Correlative Coding on OFDM Systems for Intercarrier-Interference Suppression. IEEE Trans. Veh. Technol. 56(6): 3732-3738 (2007) - 2006
- [j2]Jingxing Fu, Young-Hak Kim, Yun-Sang Park, Jing Wang:
A novel power allocation scheme for orthogonal space-time block code systems. IEEE Commun. Lett. 10(4): 272-274 (2006) - [j1]Jingxing Fu, Young-Hak Kim, Yun-Sang Park, Jing Wang, Peng Chen, Wei Bai:
Correction to "Coded Diversity on Block-Fading Channels". IEEE Trans. Inf. Theory 52(9): 4336 (2006) - [c2]Peng Chen, Jingxing Fu, Young-Hak Kim, Yun-Sang Park:
Reverse-link macrodiversity in CDMa distributed antenna systems with imperfect channel estimation. WCNC 2006: 1899-1903 - 2005
- [c1]Wei Bai, Jingxing Fu, Younghak Kim:
A Full Diversity Full Rate 4-Antenna Alamouti Code. PIMRC 2005: 72-76
Coauthor Index
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