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Suguru Yasutomi
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Year
Image segmentation of the ventricular septum in fetal cardiac ultrasound videos based on deep learning using time-series information
A Dozen, M Komatsu, A Sakai, R Komatsu, K Shozu, H Machino, ...
Biomolecules 10 (11), 1526, 2020
302020
Detection of cardiac structural abnormalities in fetal ultrasound videos using deep learning
M Komatsu, A Sakai, R Komatsu, R Matsuoka, S Yasutomi, K Shozu, ...
Applied Sciences 11 (1), 371, 2021
262021
Model-agnostic method for thoracic wall segmentation in fetal ultrasound videos
K Shozu, M Komatsu, A Sakai, R Komatsu, A Dozen, H Machino, ...
Biomolecules 10 (12), 1691, 2020
192020
Shadow estimation for ultrasound images using auto-encoding structures and synthetic shadows
S Yasutomi, T Arakaki, R Matsuoka, A Sakai, R Komatsu, K Shozu, ...
Applied Sciences 11 (3), 1127, 2021
142021
Towards clinical application of artificial intelligence in ultrasound imaging
M Komatsu, A Sakai, A Dozen, K Shozu, S Yasutomi, H Machino, K Asada, ...
Biomedicines 9 (7), 720, 2021
132021
Shadow Detection for Ultrasound Images Using Unlabeled Data and Synthetic Shadows
S Yasutomi, T Arakaki, R Hamamoto
arXiv preprint arXiv:1908.01439, 2019
92019
Parameter estimation for von mises-fisher mixture model via Gaussian distribution
S Yasutomi, T Tanaka
Signal and Information Processing Association Annual Summit and Conference …, 2014
32014
Medical professional enhancement using explainable artificial intelligence in fetal cardiac ultrasound screening
A Sakai, M Komatsu, R Komatsu, R Matsuoka, S Yasutomi, A Dozen, ...
Biomedicines 10 (3), 551, 2022
22022
Training apparatus, training method, and non-transitory computer-readable recording medium
T Katoh, K Iwamoto, K Uemura, S Yasutomi
US Patent 11,250,297, 2022
12022
Learning device, learning method, and recording medium
S Yasutomi
US Patent 11,100,678, 2021
12021
Selective Forgetting of Deep Networks at a Finer Level than Samples
T Hayase, S Yasutomi, T Katoh
arXiv preprint arXiv:2012.11849, 2020
12020
Computer-readable recording medium, training method, and object detection device
S Yasutomi, T Endoh, T Katoh, K Uemura
US Patent 10,803,357, 2020
12020
Learning apparatus, learning method, and recording medium
S Yasutomi, K Uemura, T Katoh
US Patent App. 16/717,563, 2020
12020
Sequential learning maintaining a learned concept
H Inakoshi, T Katoh, K Uemura, S Yasutomi
US Patent App. 16/680,562, 2020
12020
Recording medium with machine learning program recorded therein, machine learning method, and information processing apparatus
S Yasutomi, T Katoh, K Uemura
US Patent App. 16/364,583, 2019
12019
OP15. 04: Novel AI‐guided ultrasound screening system for fetal heart can demonstrate findings in timeline diagram
R Komatsu, R Matsuoka, T Arakaki, M Tokunaka, M Komatsu, A Sakai, ...
Ultrasound in Obstetrics & Gynecology 54, 134-134, 2019
12019
Learning program, learning method, and learning apparatus
K Uemura, T Katoh, S Yasutomi, T Endoh
US Patent App. 16/274,321, 2019
12019
Unsupervised Shadow Detection for Ultrasound Images by Deep Learning
S Yasutomi, A Sakai, M Komatsu, R Matsuoka, R Komatsu, T Arakaki, ...
IEICE Technical Report; IEICE Tech. Rep. 118 (412), 151-156, 2019
12019
Sparse kernel regression based on nonparametric bayesian model
A Kojima, S Yasutomi, T Tanaka
IEICE Technical Report; IEICE Tech. Rep. 115 (522), 335-340, 2016
12016
Deterioration suppression program, deterioration suppression method, and non-transitory computer-readable storage medium
T Katoh, K Uemura, S Yasutomi, T Hayase, Y Umeda
US Patent App. 17/727,915, 2022
2022
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