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Miguel Luna
Miguel Luna
Machine Learning Researcher, DGIST
Verified email at dgist.ac.kr
Title
Cited by
Cited by
Year
Standardized assessment of automatic segmentation of white matter hyperintensities and results of the WMH segmentation challenge
HJ Kuijf, JM Biesbroek, J De Bresser, R Heinen, S Andermatt, M Bento, ...
IEEE transactions on medical imaging 38 (11), 2556-2568, 2019
2692019
2018 robotic scene segmentation challenge
M Allan, S Kondo, S Bodenstedt, S Leger, R Kadkhodamohammadi, ...
arXiv preprint arXiv:2001.11190, 2020
782020
Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening
P Chikontwe, M Luna, M Kang, KS Hong, JH Ahn, SH Park
Medical Image Analysis 72, 102105, 2021
332021
Two-step U-Nets for brain tumor segmentation and random forest with radiomics for survival time prediction
S Kim, M Luna, P Chikontwe, SH Park
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020
312020
3D patchwise U-Net with transition layers for MR brain segmentation
M Luna, SH Park
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
292019
Conditional GAN with an attention-based generator and a 3D discriminator for 3D medical image generation
E Jung, M Luna, SH Park
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
262021
Quantitative assessment of chest CT patterns in COVID-19 and bacterial pneumonia patients: a deep learning perspective
M Kang, KS Hong, P Chikontwe, M Luna, JG Jang, J Park, KC Shin, ...
Journal of Korean medical science 36 (5), 2021
192021
Precise separation of adjacent nuclei using a Siamese neural network
M Luna, M Kwon, SH Park
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
122019
Conditional generative adversarial network for predicting 3d medical images affected by alzheimer’s diseases
E Jung, M Luna, SH Park
Predictive Intelligence in Medicine: Third International Workshop, PRIME …, 2020
82020
Artificial and convolutional neural networks for assessing functional connectivity in resting-state functional near infrared spectroscopy
B Behboodi, SH Lim, M Luna, HA Jeon, JW Choi
Journal of Near Infrared Spectroscopy 27 (3), 191-205, 2019
32019
3D Convolutional Neural Network with Skip Connections for WMH Segmentation
M Luna, SH Park
22017
Mixing-AdaSIN: Constructing a de-biased dataset using adaptive structural instance normalization and texture mixing
M Kang, P Chikontwe, M Luna, KS Hong, JH Ahn, SH Park
Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021 …, 2021
12021
Data Generation using Texture Co-occurrence and Spatial Self-Similarity for Debiasing.
M Kang, DK Won, M Luna, KS Hong, JH Ahn, SH Park
CoRR, 2021
2021
3D Patch based Convolutional Neural Network for WMH Segmentation
M Luna, SH Park
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