Tae Joon Jun - RankMe

47 papers A 1B 4C 4Journal 31Unranked 7

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`	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`	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
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`	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`	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`	Applying Tensor Decomposition to image for Robustness against Adversarial Attack. CoRR Seung Ju Cho, Tae Joon Jun, Mingu Kang, Daeyoung Kim
2020	J	`jnl`	Chaotic Time Series Prediction Using a Novel Echo State Network Model with Input Reconstruction, Bayesian Ridge Regression and Independent Component Analysis. Int. J. Pattern Recognit. Artif. Intell. Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Daeyoung Kim
2020	B	`conf`	DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation. IJCNN Seung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim
2020	J	`jnl`	Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization. CoRR Giang Nguyen, Shuan Chen, Thao Do, Tae Joon Jun, Ho-Jin Choi, Daeyoung Kim
2020	—	`conf`	Explaining How Deep Neural Networks Forget by Deep Visualization. ICPR Workshops (3) Giang Nguyen, Shuan Chen, Tae Joon Jun, Daeyoung Kim
2020	J	`jnl`	Explaining How Deep Neural Networks Forget by Deep Visualization. CoRR Giang Nguyen, Shuan Chen, Tae Joon Jun, Daeyoung Kim
2020	B	`conf`	Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding. ICPR Thao Do, Yalew Tolcha, Tae Joon Jun, Daeyoung Kim
2020	J	`jnl`	Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding. CoRR Thao Do, Yalew Tolcha, Tae Joon Jun, Daeyoung 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	J	`jnl`	Unbalanced GANs: Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder. CoRR Hyungrok Ham, Tae Joon Jun, Daeyoung Kim
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	—	`conf`	Bidirectional LSTM with MFCC Feature Extraction for Sleep Arousal Detection in Multi-channel Signal Data. ICONIP (1) Hyunseob Kim, Tae Joon Jun, Giang Nguyen, Daeyoung Kim
2019	J	`jnl`	ContCap: A comprehensive framework for continual image captioning. CoRR Giang Nguyen, Tae Joon Jun, Trung Tran, Daeyoung Kim
2019	J	`jnl`	DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation. CoRR Seung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim
2019	J	`jnl`	ESNemble: an Echo State Network-based ensemble for workload prediction and resource allocation of Web applications in the cloud. J. Supercomput. Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Sungpil Woo, Daeyoung Kim
2019	B	`conf`	Enhancing Trust of Supply Chain Using Blockchain Platform with Robust Data Model and Verification Mechanisms. SMC Byungsoo Oh, Tae Joon Jun, WonDeuk Yoon, Yunho Lee, Sangtae Kim, Daeyoung Kim
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
2019	J	`jnl`	TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes. CoRR Tae Joon Jun, Youngsub Eom, Dohyeun Kim, Cherry Kim, Ji-Hye Park, Hoang Minh Nguyen, Daeyoung Kim
2019	—	`conf`	Tournament Based Ranking CNN for the Cataract grading. EMBC Dohyeun Kim, Tae Joon Jun, Youngsub Eom, Cherry Kim, Daeyoung Kim
2018	A	`conf`	2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input. BMVC Tae Joon Jun, Dohyeun Kim, Hoang Minh Nguyen, Daeyoung Kim, Youngsub Eom
2018	J	`jnl`	2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input. CoRR Tae Joon Jun, Dohyeun Kim, Hoang Minh Nguyen, Daeyoung Kim, Youngsub Eom
2018	—	`conf`	A Novel Echo State Network Model Using Bayesian Ridge Regression and Independent Component Analysis. ICANN (2) Hoang Minh Nguyen, Gaurav Kalra, Tae Joon Jun, Daeyoung Kim
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`	Automated diagnosis of pneumothorax using an ensemble of convolutional neural networks with multi-sized chest radiography images. CoRR Tae Joon Jun, Dohyeun Kim, Daeyoung 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	C	`conf`	GPU Enabled Serverless Computing Framework. PDP Tae Joon Jun, Daeyoun Kang, Dohyeun Kim, Daeyoung Kim
2018	J	`jnl`	Tournament Based Ranking CNN for the Cataract grading. CoRR Dohyeun Kim, Tae Joon Jun, Daeyoung Kim, Youngsub Eom
2017	C	`conf`	ConVGPU: GPU Management Middleware in Container Based Virtualized Environment. CLUSTER Daeyoun Kang, Tae Joon Jun, Dohyeun Kim, Jaewook Kim, Daeyoung Kim
2017	B	`conf`	HPC Supported Mission-Critical Cloud Architecture. ICPE Tae Joon Jun, Myong Hwan Yoo, Daeyoung Kim, Kyu Tae Cho, Seung Young Lee, Kyuoke Yeun
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`	A Workload Prediction Approach Using Models Stacking Based on Recurrent Neural Network and Autoencoder. HPCC/SmartCity/DSS Hoang Minh Nguyen, Sungpil Woo, Janggwan Im, Tae Joon Jun, Daeyoung Kim
2016	C	`conf`	Distributed self-organized cluster-based fusion tree generation algorithm. CoDIT Kyuoke Yeun, Tae Joon Jun, Daeyoung 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