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Author

Suguru Yasutomi

Observed names: S. Yasutomi, Yasutomi, Suguru
ORCID: 0009-0006-0626-982X
Observed ORCID: 0009-0006-0626-982X
OpenAlex ID: A5024948164
Detection of Cardiac Structural Abnormalities in Fetal Ultrasound Videos Using Deep Learning
2021 · Masaaki Komatsu, Akira Sakai, et al. · Applied Sciences · 151
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Towards Clinical Application of Artificial Intelligence in Ultrasound Imaging
2021 · Masaaki Komatsu, Akira Sakai, et al. · Biomedicines · 123
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Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information
2020 · Ai Dozen, Masaaki Komatsu, et al. · Biomolecules · 85
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Medical Professional Enhancement Using Explainable Artificial Intelligence in Fetal Cardiac Ultrasound Screening
2022 · Akira Sakai, Masaaki Komatsu, et al. · Biomedicines · 73
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Model-Agnostic Method for Thoracic Wall Segmentation in Fetal Ultrasound Videos
2020 · Kanto Shozu, Masaaki Komatsu, et al. · Biomolecules · 40
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Shadow Estimation for Ultrasound Images Using Auto-Encoding Structures and Synthetic Shadows
2021 · Suguru Yasutomi, Tatsuya Arakaki, et al. · Applied Sciences · 32
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Automated Endocardial Border Detection and Left Ventricular Functional Assessment in Echocardiography Using Deep Learning
2022 · Shunzaburo Ono, Masaaki Komatsu, et al. · Biomedicines · 23
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Selective Forgetting of Deep Networks at a Finer Level than Samples
2020 · Hayase, Tomohiro, Yasutomi, Suguru, et al. · arXiv (Cornell University) · 17
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OP15.04: Novel AI‐guided ultrasound screening system for fetal heart can demonstrate findings in timeline diagram
2019 · R. Komatsu, R. Matsuoka, et al. · Ultrasound in Obstetrics and Gynecology · 12
Machine Learning Approach for Frozen Tuna Freshness Inspection Using Low-Frequency A-Mode Ultrasound
2023 · Akira Sakai, Masafumi Yagi, et al. · IEEE Access · 10
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Shadow Detection for Ultrasound Images Using Unlabeled Data and Synthetic Shadows
2019 · Yasutomi, Suguru, Arakaki, Tatsuya, et al. · arXiv (Cornell University) · 9
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P08.01: A novel deep learning based system for fetal cardiac screening
2019 · R. Matsuoka, M. Komatsu, et al. · Ultrasound in Obstetrics and Gynecology · 8
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Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders With Mutual Information Constraints
2025 · Suguru Yasutomi, Toshihisa Tanaka · IEEE Transactions on Knowledge and Data Engineering · 6
Establishment of High-Precision Ultrasound Diagnosis Methods Based on the Introduction of Deep Learning
2025 · Masaaki Komatsu, Reina Komatsu, et al. · IEEE Reviews in Biomedical Engineering · 5
Assessment of Tail-Cutting in Frozen Albacore (Thunnus alalunga) Through Ultrasound Inspection and Chemical Analysis
2024 · Masafumi Yagi, Akira Sakai, et al. · Foods · 4
OP05.08: Automated evaluation of pulmonary venous drainage into the left atrium in the second trimester ultrasound screening of the fetal heart
2022 · R. Komatsu, R. Matsuoka, et al. · Ultrasound in Obstetrics and Gynecology · 1
Unsupervised Shadow Detection for Ultrasound Images by Deep Learning
2019 · Suguru Yasutomi, Akira Sakai, et al. · IEICE Technical Report; IEICE Tech. Rep. · 1
Sparse Kernel Regression Based on Nonparametric Bayesian Model
2016 · A. Kojima, Suguru Yasutomi, et al. · IEICE Technical Report; IEICE Tech. Rep. · 1
Parameter estimation for von mises-fisher mixture model via Gaussian distribution
2014 · Suguru Yasutomi, Toshihisa Tanaka · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) · 1
Downstream Augmentation Generation For Contrastive Learning
2022 · Tomohiro Hayase, Suguru Yasutomi, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
VP18.04: Automatic evaluation of the cardiothoracic area ratio and cardiac axis in fetal ultrasound using deep learning
2021 · K. Shozu, M. Komatsu, et al. · Ultrasound in Obstetrics and Gynecology
OC01.04: AI‐guided auto‐detecting model for identification of pulmonary veins in second trimester sonographic screening examination of the fetal heart
2020 · R. Komatsu, R. Matsuoka, et al. · Ultrasound in Obstetrics and Gynecology
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A comparative study of the AI-guided anomaly detection methods in fetal cardiac ultrasound screening
2020 · Reina Komatsu, Matsuoka Ryu, et al. · 日本産科婦人科學會雜誌
Sparse Convex Clustering Based on ℓ₂-Norm Regularization on Probability Simplex
2015 · Suguru Yasutomi, Toshihisa Tanaka · International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC)
An efficient algorithm for convex clustering with l2 regularization for sparsification on probability simplex
2015 · Suguru Yasutomi, Toshihisa Tanaka · 電子情報通信学会技術研究報告. SIP, 信号処理
Works count: 27
Citation count: 598
H-index: 10
I10-index: 10
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