Young-Hak Kim - RankMe

37 papers B 1C 1Misc 2Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Clinical Assessment of Fine-Tuned Open-Source LLMs in Cardiology: From Progress Notes to Discharge Summary. J. Heal. Informatics Res. Hyoje Jung, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Soyoung Ko, Byeolhee Kim, Boeun Choi, Ah-Ram Kim, Jung-Min Ahn, Tae Joon Jun, Young-Hak Kim
2025	J	`jnl`	Leveraging BERT for embedding ICD codes from large scale cardiovascular EMR data to understand patient diagnostic patterns. BMC Medical Informatics Decis. Mak. Minkyoung Kim, Yunha Kim, Hee-Jun Kang, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Boeun Choi, Tae Joon Jun, Young-Hak Kim
2024	J	`jnl`	Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients. CoRR 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
2024	J	`jnl`	Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation. BMC Medical Informatics Decis. Mak. Ha Na Cho, Imjin Ahn, Hansle Gwon, Hee-Jun Kang, Yunha Kim, Hyeram Seo, Heejung Choi, Minkyoung Kim, JiYe Han, Gaeun Kee, Seohyun Park, Tae Joon Jun, Young-Hak Kim
2024	J	`jnl`	GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning. IEEE J. Biomed. Health Informatics Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi
2024	J	`jnl`	InMD-X: Large Language Models for Internal Medicine Doctors. CoRR Hansle Gwon, Imjin Ahn, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Tae Joon Jun
2024	J	`jnl`	LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis. Comput. Biol. Medicine 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
2024	J	`jnl`	Mitigating Adversarial Attacks in LLMs through Defensive Suffix Generation. CoRR Minkyoung Kim, Yunha Kim, Hyeram Seo, Heejung Choi, JiYe Han, Gaeun Kee, Soyoung Ko, Hyoje Jung, Byeolhee Kim, Young-Hak Kim, Sanghyun Park, Tae Joon Jun
2024	J	`jnl`	Multi-Response Preference Optimization with Augmented Ranking Dataset. CoRR Hansle Gwon, Imjin Ahn, Young-Hak Kim, Sanghyun Park, Tae Joon Jun
2024	J	`jnl`	NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization. CoRR Imjin Ahn, Hansle Gwon, Young-Hak Kim, Tae Joon Jun, Sanghyun Park
2022	J	`jnl`	Development of Force Sensor System Based on Tri-Axial Fiber Bragg Grating with Flexure Structure. Sensors Dongjoo Shin, Hyeong-U. Kim, Atul Kulkarni, Young-Hak Kim, Taesung Kim
2022	J	`jnl`	Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. IEEE J. Biomed. Health Informatics Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Young-Hak Kim, Edward Choi
2022	J	`jnl`	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. 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
2022	J	`jnl`	UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR Kyunghoon Hur, Jungwoo Oh, Junu Kim, Min Jae Lee, Eunbyeol Cho, Jiyoun Kim, Seong-Eun Moon, Young-Hak Kim, Edward Choi
2022	J	`jnl`	UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge. CoRR Kyunghoon Hur, Jungwoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Edward Choi
2021	J	`jnl`	CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases. BMC Medical Informatics Decis. Mak. 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
2021	J	`jnl`	Deep Reinforcement Learning for Guidewire Navigation in Coronary Artery Phantom. IEEE Access 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
2021	J	`jnl`	Deep reinforcement learning for guidewire navigation in coronary artery phantom. CoRR 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
2021	J	`jnl`	TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes. Expert Syst. Appl. Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Young-Hak Kim, Daeyoung Kim
2021	J	`jnl`	Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding. CoRR Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi
2021	J	`jnl`	Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding. CoRR Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi
2021	J	`jnl`	xECGNet: Fine-tuning attention map within convolutional neural network to improve detection and explainability of concurrent cardiac arrhythmias. Comput. Methods Programs Biomed. Jungsun Yoo, Tae Joon Jun, Young-Hak Kim
2020	J	`jnl`	T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography. Neural Networks Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim
2020	Misc	`conf`	Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version Upgrades. AMIA Do-Hoon Kim, Yura Lee, Ji Seon Oh, Dongwoo Seo, Kye Hwa Lee, Young-Hak Kim, Woo-Sung Kim, Jae-Ho Lee
2019	J	`jnl`	Automated detection of vulnerable plaque in intravascular ultrasound images. Medical Biol. Eng. Comput. Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
2019	J	`jnl`	Segmentation of the Main Vessel of the Left Anterior Descending Artery Using Selective Feature Mapping in Coronary Angiography. IEEE Access Kyungmin Jo, Jihoon Kweon, Young-Hak Kim, Jaesoon Choi
2019	J	`jnl`	T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography. CoRR Tae Joon Jun, Jihoon Kweon, Young-Hak Kim, Daeyoung Kim
2018	Misc	`conf`	An Interpretable ICU Mortality Prediction Model Based on Logistic Regression and Recurrent Neural Networks with LSTM Units. AMIA Wendong Ge, Jin-Won Huh, Yu Rang Park, Jae Ho Lee, Young-Hak Kim, Alexander Turchin
2018	J	`jnl`	Automated detection of vulnerable plaque in intravascular ultrasound images. CoRR Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
2018	J	`jnl`	ECG arrhythmia classification using a 2-D convolutional neural network. CoRR Tae Joon Jun, Hoang Minh Nguyen, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
2018	—	`conf`	Prediction of FFR from IVUS Images Using Machine Learning. CVII-STENT/LABELS@MICCAI 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
2017	—	`conf`	Thin-Cap Fibroatheroma Detection with Deep Neural Networks. ICONIP (4) Tae Joon Jun, Soo-Jin Kang, June-Goo Lee, Jihoon Kweon, Wonjun Na, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim, Young-Hak Kim
2016	—	`conf`	GPU based cloud system for high-performance arrhythmia detection with parallel k-NN algorithm. EMBC Tae Joon Jun, Hyun Ji Park, Hyuk Yoo, Young-Hak Kim, Daeyoung Kim
2016	C	`conf`	Premature Ventricular Contraction Beat Detection with Deep Neural Networks. ICMLA Tae Joon Jun, Hyun Ji Park, Hoang Minh Nguyen, Daeyoung Kim, Young-Hak Kim
2006	J	`jnl`	A novel power allocation scheme for orthogonal space-time block code systems. IEEE Commun. Lett. Jingxing Fu, Young-Hak Kim, Yun-Sang Park, Jing Wang
2006	J	`jnl`	Correction to "Coded Diversity on Block-Fading Channels". IEEE Trans. Inf. Theory Jingxing Fu, Young-Hak Kim, Yun-Sang Park, Jing Wang, Peng Chen, Wei Bai
2006	B	`conf`	Reverse-link macrodiversity in CDMa distributed antenna systems with imperfect channel estimation. WCNC Peng Chen, Jingxing Fu, Young-Hak Kim, Yun-Sang Park