Young-Hak Kim

Orcid: 0000-0002-3610-486X

According to our database1, Young-Hak Kim authored at least 31 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning.
IEEE J. Biomed. Health Informatics, January, 2024

LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis.
Comput. Biol. Medicine, January, 2024

InMD-X: Large Language Models for Internal Medicine Doctors.
CoRR, 2024

NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization.
CoRR, 2024

2022
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training.
IEEE J. Biomed. Health Informatics, 2022

Development of Force Sensor System Based on Tri-Axial Fiber Bragg Grating with Flexure Structure.
Sensors, 2022

UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge.
CoRR, 2022

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., 2022

Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding.
Proceedings of the Conference on Health, Inference, and Learning, 2022

2021
CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases.
BMC Medical Informatics Decis. Mak., 2021

TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes.
Expert Syst. Appl., 2021

Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding.
CoRR, 2021

xECGNet: Fine-tuning attention map within convolutional neural network to improve detection and explainability of concurrent cardiac arrhythmias.
Comput. Methods Programs Biomed., 2021

Deep Reinforcement Learning for Guidewire Navigation in Coronary Artery Phantom.
IEEE Access, 2021

2020
T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography.
Neural Networks, 2020

Usage Pattern Changes of a Mobile Personal Health Records Functions During 9 years According to Version Upgrades.
Proceedings of the AMIA 2020, 2020

2019
Automated detection of vulnerable plaque in intravascular ultrasound images.
Medical Biol. Eng. Comput., 2019

T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography.
CoRR, 2019

Segmentation of the Main Vessel of the Left Anterior Descending Artery Using Selective Feature Mapping in Coronary Angiography.
IEEE Access, 2019

Energy-Efficient Routing Using Genetic Algorithm in Cluster-Based Wireless Sensor Networks.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

2018
ECG arrhythmia classification using a 2-D convolutional neural network.
CoRR, 2018

Prediction of FFR from IVUS Images Using Machine Learning.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting - and - Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2018

An Interpretable ICU Mortality Prediction Model Based on Logistic Regression and Recurrent Neural Networks with LSTM Units.
Proceedings of the AMIA 2018, 2018

2017
Thin-Cap Fibroatheroma Detection with Deep Neural Networks.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016
Premature Ventricular Contraction Beat Detection with Deep Neural Networks.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

GPU based cloud system for high-performance arrhythmia detection with parallel k-NN algorithm.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2007
Effects of Correlative Coding on OFDM Systems for Intercarrier-Interference Suppression.
IEEE Trans. Veh. Technol., 2007

2006
Correction to "Coded Diversity on Block-Fading Channels".
IEEE Trans. Inf. Theory, 2006

A novel power allocation scheme for orthogonal space-time block code systems.
IEEE Commun. Lett., 2006

Reverse-link macrodiversity in CDMa distributed antenna systems with imperfect channel estimation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

2005
A Full Diversity Full Rate 4-Antenna Alamouti Code.
Proceedings of the IEEE 16th International Symposium on Personal, 2005


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