Tae Keun Yoo

According to our database1, Tae Keun Yoo authored at least 16 papers between 2011 and 2022.

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

Timeline

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PhD thesis 
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Bibliography

2022
A deep learning approach for detection of shallow anterior chamber depth based on the hidden features of fundus photographs.
Comput. Methods Programs Biomed., 2022

2021
Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification.
Medical Biol. Eng. Comput., 2021

Adopting low-shot deep learning for the detection of conjunctival melanoma using ocular surface images.
Comput. Methods Programs Biomed., 2021

2020
Deep learning can generate traditional retinal fundus photographs using ultra-widefield images via generative adversarial networks.
Comput. Methods Programs Biomed., 2020

A generative adversarial network approach to predicting postoperative appearance after orbital decompression surgery for thyroid eye disease.
Comput. Biol. Medicine, 2020

Toward automated severe pharyngitis detection with smartphone camera using deep learning networks.
Comput. Biol. Medicine, 2020

2019
The possibility of the combination of OCT and fundus images for improving the diagnostic accuracy of deep learning for age-related macular degeneration: a preliminary experiment.
Medical Biol. Eng. Comput., 2019

2014
Screening for Prediabetes Using Machine Learning Models.
Comput. Math. Methods Medicine, 2014

Multicategory classification of 11 neuromuscular diseases based on microarray data using support vector machine.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Diabetic retinopathy risk prediction for fundus examination using sparse learning: a cross-sectional study.
BMC Medical Informatics Decis. Mak., 2013

Mortality prediction of rats in acute hemorrhagic shock using machine learning techniques.
Medical Biol. Eng. Comput., 2013

Risk Prediction of Femoral Neck Osteoporosis Using Machine Learning and Conventional Methods.
Proceedings of the Advances in Computational Intelligence, 2013

Interpretation of movement during stair ascent for predicting severity and prognosis of knee osteoarthritis in elderly women using support vector machine.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Osteoporosis risk prediction using machine learning and conventional methods.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A survival prediction model of rats in hemorrhagic shock using the random forest classifier.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Comparison of survival predictions for rats with hemorrhagic shocks using an artificial neural network and support vector machine.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011


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