RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources.

[BibT_eX]

[DOI]

Yunha Kim

Imjin Ahn

Comput. Methods Programs Biomed., 2022

2021

CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2021

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

xECGNet: Fine-tuning attention map within convolutional neural network to improve detection and explainability of concurrent cardiac arrhythmias.

[BibT_eX]

[DOI]

Jungsun Yoo

Tae Joon Jun

Young-Hak Kim

Comput. Methods Programs Biomed., 2021

2020

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

[BibT_eX]

[DOI]

Neural Networks, 2020

Chaotic Time Series Prediction Using a Novel Echo State Network Model with Input Reconstruction, Bayesian Ridge Regression and Independent Component Analysis.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2020

Applying Tensor Decomposition to image for Robustness against Adversarial Attack.

[BibT_eX]

[DOI]

CoRR, 2020

Unbalanced GANs: Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder.

[BibT_eX]

[DOI]

Hyungrok Ham

Tae Joon Jun

Daeyoung Kim

CoRR, 2020

Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization.

[BibT_eX]

[DOI]

CoRR, 2020

DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Explaining How Deep Neural Networks Forget by Deep Visualization.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

ESNemble: an Echo State Network-based ensemble for workload prediction and resource allocation of Web applications in the cloud.

[BibT_eX]

[DOI]

J. Supercomput., 2019

Automated detection of vulnerable plaque in intravascular ultrasound images.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2019

ContCap: A comprehensive framework for continual image captioning.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Enhancing Trust of Supply Chain Using Blockchain Platform with Robust Data Model and Verification Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Bidirectional LSTM with MFCC Feature Extraction for Sleep Arousal Detection in Multi-channel Signal Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Tournament Based Ranking CNN for the Cataract grading.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Tournament Based Ranking CNN for the Cataract grading.

[BibT_eX]

[DOI]

CoRR, 2018

Automated diagnosis of pneumothorax using an ensemble of convolutional neural networks with multi-sized chest radiography images.

[BibT_eX]

[DOI]

Tae Joon Jun

Dohyeun Kim

Daeyoung Kim

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

GPU Enabled Serverless Computing Framework.

[BibT_eX]

[DOI]

Proceedings of the 26th Euromicro International Conference on Parallel, 2018

A Novel Echo State Network Model Using Bayesian Ridge Regression and Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

2017

HPC Supported Mission-Critical Cloud Architecture.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

Thin-Cap Fibroatheroma Detection with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

ConVGPU: GPU Management Middleware in Container Based Virtualized Environment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016

Premature Ventricular Contraction Beat Detection with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

A Workload Prediction Approach Using Models Stacking Based on Recurrent Neural Network and Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

GPU based cloud system for high-performance arrhythmia detection with parallel k-NN algorithm.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Distributed self-organized cluster-based fusion tree generation algorithm.

[BibT_eX]

[DOI]