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Miguel Luna
Miguel Luna
Machine Learning Researcher, DGIST
Bestätigte E-Mail-Adresse bei dgist.ac.kr
Titel
Zitiert von
Zitiert von
Jahr
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
792020
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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