Young-Hak Kim

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 29

Top Topics

Coronary Artery

Vessel Segmentation

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

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) (2024)
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 (2024)
Hansle Gwon, Imjin Ahn, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Tae Joon Jun
InMD-X: Large Language Models for Internal Medicine Doctors. CoRR (2024)
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 (2024)
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 (2024)
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 (2022)
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 (2022)
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) (2022)
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) (2022)
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 (2022)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
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) (2021)
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 (2021)
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 (2021)
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)
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 (2020)
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) (2019)
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 (2019)
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 (2019)
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)
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 (2018)
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 (2018)
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)
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)
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)
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)
Peng Chen, Jingxing Fu, Young-Hak Kim, Yun-Sang Park
Reverse-link macrodiversity in CDMa distributed antenna systems with imperfect channel estimation. WCNC (2006)
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) (2006)