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 | 89 | 2021 |
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 | 66 | 2021 |
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 | 62 | 2020 |
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 | 35 | 2020 |
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 | 33 | 2022 |
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 | 27 | 2021 |
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, 2019 | 13 | 2019 |
Automated endocardial border detection and left ventricular functional assessment in echocardiography using deep learning S Ono, M Komatsu, A Sakai, H Arima, M Ochida, R Aoyama, S Yasutomi, ... Biomedicines 10 (5), 1082, 2022 | 12 | 2022 |
Shadow Detection for Ultrasound Images Using Unlabeled Data and Synthetic Shadows S Yasutomi, T Arakaki, R Hamamoto arXiv preprint arXiv:1908.01439, 2019 | 12 | 2019 |
P08. 01: A novel deep learning based system for fetal cardiac screening. R Matsuoka, M Komatsu, A Sakai, S Yasutomi, T Arakaki, M Tokunaka, ... Ultrasound in Obstetrics & Gynecology 54, 2019 | 11 | 2019 |
Computer-readable recording medium, training method, and object detection device S Yasutomi, T Endoh, T Katoh, K Uemura US Patent 10,803,357, 2020 | 7 | 2020 |
Selective forgetting of deep networks at a finer level than samples T Hayase, S Yasutomi, T Katoh arXiv preprint arXiv:2012.11849, 2020 | 6 | 2020 |
Learning device, learning method, and recording medium S Yasutomi US Patent 11,100,678, 2021 | 5 | 2021 |
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 | 5 | 2019 |
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 | 5 | 2014 |
Learning method, learning apparatus, and computer-readable recording medium T Katoh, K Uemura, S Yasutomi US Patent 11,676,030, 2023 | 2 | 2023 |
Learning apparatus, learning method, and recording medium S Yasutomi, K Uemura, T Katoh US Patent 11,494,696, 2022 | 2 | 2022 |
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 | 2 | 2022 |
Training apparatus, training method, and non-transitory computer-readable recording medium T Katoh, K Iwamoto, K Uemura, S Yasutomi US Patent 11,263,479, 2022 | 2 | 2022 |
Machine learning method and machine learning device S Yasutomi, T Katoh, K Uemura US Patent App. 16/921,944, 2021 | 2 | 2021 |