研究キーワード
計算解剖学, コンピュータ外科学, 医用画像解析, Medical Imaging, Mixed Reality, Multidimensional Image Analysis
研究分野
ライフサイエンス / 医用システム / , ライフサイエンス / 生体材料学 / , ライフサイエンス / 生体医工学 / , 情報通信 / 知能ロボティクス / , 情報通信 / 知覚情報処理 / , 情報通信 / 知能情報学 /
研究室概要
「画像・人工知能」×「生体医療」の融合領域を開拓する。生体医用画像解析を中心として、人体や医療を情報科学のツールを用いて分析・モデル化し、さらに医療支援システムに応用する研究・教育を行う。
学術論文
"Differences in lung attenuation gradients between supine and standing positions in healthy participants on conventional/supine and upright computed tomography," Scientific Reports, vol.14, no.1, pp21493-21493, 14 Sep. 2024
Fumiko Yagi, Yoshitake Yamada, Minoru Yamada, Yoichi Yokoyama, Atsunori Kozuka, Masahiro Hashimoto, Otake Yoshito, Sato Yoshinobu, Shotaro Chubachi, Taiki Nozaki, Hiroto Hatabu, Koichi Fukunaga, Masahiro Jinzaki
[ doi:10.1038/s41598-024-72786-1 ]
"Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images," arXiv preprint, vol.2409, no.02770, 14 Sep. 2024
Soufi Mazen, Otake Yoshito, Makoto Iwasa, Keisuke Uemura, Tomoki Hakotani, Masahiro Hashimoto, Yoshitake Yamada, Minoru Yamada, Yoichi Yokoyama, Masahiro Jinzaki, Suzushi Kusano, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.48550/arXiv.2409.02770 ]
"Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image," arXiv preprint, vol.2407, no.20495, 30 Jul. 2024
Yi Gu, Otake Yoshito, Keisuke Uemura, Masaki Takao, Soufi Mazen, Seiji Okada, Nobuhiko Sugano, Hugues Talbot, Sato Yoshinobu
[ doi:10.48550/arXiv.2407.20495 ]
"Automatic detection of midfacial fractures in facial bone CT images using deep learning-based object detection models," Journal of Stomatology, Oral and Maxillofacial Surgery, pp101914, 13 May. 2024
Daiki Morita, Ayako Kawarazaki, Soufi Mazen, Otake Yoshito, Sato Yoshinobu, Toshiaki Numajiri
[ doi:10.1016/j.jormas.2024.101914 ]
"Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs," International Journal of Computer Assisted Radiology and Surgery, vol.19, no.5, pp903-915, May. 2024
Masachika Masuda, Soufi Mazen, Otake Yoshito, Keisuke Uemura, Sotaro Kono, Kazuma Takashima, Hidetoshi Hamada, Yi Gu, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Sato Yoshinobu
"Can thigh circumference predict thigh muscle volume?-Analysis using deep learning," Proceedings of The 22nd Annual Meeting of the Interna, vol.6, pp62-65, 3 Apr. 2024
Sotaro Kono, Keisuke Uemura, Soufi Mazen, Makoto Iwasa, Kazuma Takashima, Hidetoshi Hamada, Otake Yoshito, Masaki Takao, Sato Yoshinobu, Seiji Okada, Nobuhiko Sugano
"Reproduction of forearm rotation dynamic using intensity-based biplane 2D–3D registration matching method," Scientific Reports, vol.14, no.1, pp5518, 6 Mar. 2024
Ryoya Shiode, Satoshi Miyamura, Arisa Kazui, Natsuki Yamamoto, Tasuku Miyake, Toru Iwahashi, Hiroyuki Tanaka, Otake Yoshito, Sato Yoshinobu, Tsuyoshi Murase, Shingo Abe, Seiji Okada, Kunihiro Oka
"Hybrid representation-enhanced sampling for Bayesian active learning in musculoskeletal segmentation of lower extremities," International Journal of Computer Assisted Radiology and Surgery, pp1-10, 6 Mar. 2024
Ganping Li, Otake Yoshito, Soufi Mazen, Masashi Taniguchi, Masahide Yagi, Noriaki Ichihashi, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Sato Yoshinobu
"Preoperative Assessment of Vessel-to-acetabular Rim Distances in Non-contrast CT Images for Total Hip Arthroplasty," Advanced Biomedical Engineering, vol.13, pp176-188, Mar. 2024
Yingdong Chen, Soufi Mazen, Keisuke Uemura, Otake Yoshito, Masaki Takao, Shinichi Iwakoshi, Toshihiro Tanaka, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.14326/abe.13.176 ]
"4D-foot analysis on effect of arch support on ankle, subtalar, and talonavicular joint kinematics," Journal of Orthopaedic Science, vol.28, no.6, pp1337-1344, 1 Nov. 2023
Takuma Miyamoto, Otake Yoshito, Satoko Nakao, Hiroaki Kurokawa, Shinichi Kosugi, Akira Taniguchi, Soufi Mazen, Sato Yoshinobu, Yasuhito Tanaka
[ doi:10.1016/j.jos.2022.10.009 ]
"Automatic orbital segmentation using deep learning-based 2D U-net and accuracy evaluation: A retrospective study," Journal of Cranio-Maxillofacial Surgery, vol.51, no.10, pp609-613, 1 Oct. 2023
Daiki Morita, Ayako Kawarazaki, Jungen Koimizu, Shoko Tsujiko, Soufi Mazen, Otake Yoshito, Sato Yoshinobu, Toshiaki Numajiri
[ doi:10.1016/j.jcms.2023.09.003 ]
"Automatic orbital segmentation using deep learning-based 2D U-net and accuracy evaluation: A retrospective study," Journal of Cranio-Maxillofacial Surgery, 28 Sep. 2023
Daiki Morita, Ayako Kawarazaki, Jungen Koimizu, Shoko Tsujiko, Soufi Mazen, 大竹 義人, 佐藤 嘉伸, Toshiaki Numajiri
[ doi:10.1016/j.jcms.2023.09.003 ]
"Development and validation of an open-source tool for opportunistic screening of osteoporosis from hip CT images: a multicentre study of 978 hips," Bone & Joint Research, vol.12, no.9, pp590-597, 20 Sep. 2023
Keisuke Uemura, Otake Yoshito, Kazuma Takashima, Hidetoshi Hamada, Takashi Imagama, Masaki Takao, Takashi Sakai, Sato Yoshinobu, Seiji Okada, Nobuhiko Sugano
[ doi:10.1302/2046-3758.129.BJR-2023-0115.R1 ]
"特集 整形外科領域における人工知能 (AI) 股関節領域における AI," 整形・ 災害外科, vol.66, no.10, pp1195-1199, 2023.9.1
高尾 正樹, 大竹 義人, 上村 圭亮, Soufi Mazen, 菅野 伸彦, 佐藤 嘉伸
[ doi:10.18888/se.0000002705 ]
"Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography," Medical Image Analysis, no.102970, Sep. 2023
Yi Gu, Otake Yoshito, Keisuke Uemura, Soufi Mazen, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.1016/j.media.2023.102970 ]
"Deep-learning-based automatic facial bone segmentation using a two-dimensional U-Net," International Journal of Oral and Maxillofacial Surgery, vol.52, no.7, pp787-792, Jul. 2023
D. Morita, S. Mazen, S. Tsujiko, Otake Yoshito, Sato Yoshinobu, T. Numajiri
[ doi:10.1016/j.ijom.2022.10.015 ]
"Decomposition of musculoskeletal structures from radiographs using an improved CycleGAN framework," scientific reports, vol.13, no.1, pp8482, 25 May. 2023
Naoki Nakanishi, Otake Yoshito, Yuta Hiasa, Yi Gu, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.1038/s41598-023-35075-x ]
"The effect of patient positioning on measurements of bone mineral density of the proximal femur," Archives of Osteoporosis, vol.18, no.1, pp35-35, 24 Feb. 2023
Uemura K, Takao M, Otake Yoshito, Takashima K, Hamada H, Ando W, Sato Yoshinobu, Sugano N.
[ doi:10.1007/s11657-023-01225-x ]
"Development of a system to assess the two-and three-dimensional bone mineral density of the lumbar vertebrae from clinical quantitative CT images," Archives of Osteoporosis, vol.18, no.1, pp22-22, 21 Jan. 2023
Uemura K, Fujimori T, Otake Yoshito, Shimomoto Y, Kono S, Takashima K, Hamada H, Takenaka S, Kaito T, Sato Yoshinobu, Sugano N.
[ doi:10.1007/s11657-023-01216-y ]
"Artificial intelligence-based volumetric analysis of muscle atrophy and fatty degeneration in patients with hip osteoarthritis and its correlation with health-related quality of life," International Journal of Computer Assisted Radiology and Surgery, vol.18, no.1, pp71-78, Jan. 2023
Iwasa M, Takao M, Soufi Mazen, Uemura K, Otake Yoshito, Hamada H, Sato Yoshinobu, Sugano N, Okada S.
[ doi:10.1007/s11548-022-02797-8 ]
"Rotational-motion measurement of the sacroiliac joint using upright MRI scanning and intensity-based registration: is there a sex difference?," International Journal of Computer Assisted Radiology and Surgery, vol.18, no.1, pp79-84, Jan. 2023
Tani T, Takao M, Soufi Mazen, Otake Yoshito, Fukuda N, Hamada H, Uemura K, Sato Yoshinobu, Sugano N.
[ doi:10.1007/s11548-022-02806-w ]
"4D-foot analysis on effect of arch support on ankle, subtalar, and talonavicular joint kinematics," Journal of Orthopaedic Science, Jan. 2023
Takuma Miyamoto, Otake Yoshito, Satoko Nakao, Hiroaki Kurokawa, Shinichi Kosugi, Akira Taniguchi, Soufi Mazen, Sato Yoshinobu, Yasuhito Tanaka
[ doi:10.1016/j.jos.2022.10.009 ]
"Development of an open-source measurement system to assess the areal bone mineral density of the proximal femur from clinical CT images. Archives of Osteoporosis," Archives of Osteoporosis, vol.17, no.1, pp1-1, Dec. 2022
Uemura Keisuke, Otake Yoshito, Takao Masaki, Makino Hiroki, Soufi Mazen, Iwasa Makoto, Sugano Nobuhiko, Sato Yoshinobu
[ doi:10.1007/s11657-022-01063-3 ]
"The Effect of Region of Interest on Measurement of Bone Mineral Density of the Proximal Femur: Simulation Analysis Using CT Images," Calcified Tissue International, 29 Jul. 2022
Keisuke Uemura, Masaki Takao, Otake Yoshito, Makoto Iwasa, Hidetoshi Hamada, Wataru Ando, Sato Yoshinobu, Nobuhiko Sugano
[ doi:10.1007/s00223-022-01012-9 ]
"Artificial intelligence trained with integration of multiparametric MR‐US imaging data and fusion biopsy trajectory‐proven pathology data for 3D prediction of prostate cancer …," The Prostate, vol.82, no.7, pp793-803, May. 2022
Masatomo Kaneko, Norio Fukuda, Hitomi Nagano, Kaori Yamada, Kei Yamada, Eiichi Konishi, Sato Yoshinobu, Osamu Ukimura
[ doi:10.1002/pros.24321 ]
"Artificial intelligence trained with integration of multiparametric MR‐US imaging data and fusion biopsy trajectory‐proven pathology data for 3D prediction of prostate cancer: A proof‐of‐concept study.," The Prostate, vol.82, no.7, pp793-803, May. 2022
Kaneko M, Fukuda N, Nagano H, Yamada K, Yamada K, Konishi E, Sato Yoshinobu, Ukimura O.
[ doi:10.1002/pros.24321 ]
"Development of an open-source measurement system to assess the areal bone mineral density of the proximal femur from clinical CT images," Archives of Osteoporosis, vol.17, no.17, 17 Jan. 2022
Keisuke Uemura, 大竹 義人, Masaki Takao, Soufi Mazen, Makoto Iwasa, Nobuhiko Sugano, 佐藤 嘉伸
[ doi:10.1007/s11657-022-01063-3 ]
"人工知能技術を用いた筋骨格モデル," 整形外科, vol.73, no.6, pp721-722, 2022.1.1
高尾正樹, 大竹 義人, 上村圭亮, 岩佐 諦, 濱田英敏, 安藤 渉, 佐藤 嘉伸, 岡田誠司, 菅野伸彦
"CT を用いた骨密度測定," 整形外科, vol.73, no.6, pp557-560, 2022.1.1
上村圭亮, 高尾正樹, 大竹 義人, 佐藤 嘉伸, 菅野伸彦
"Segmentation of Diffuse Lung Abnormality Patterns on Computed Tomography Images using Partially Supervised Learning," Advanced Biomedical Engineering, vol.11, pp25-36, Dec. 2021
Yuki Suzuki, Shoji Kido, Shingo Mabu, Masahiro Yanagawa, Noriyuki Tomiyama, Sato Yoshinobu
[ doi:10.14326/abe.11.25 ]
"Quantitative Comparison of Surgical Device Usage in Laparoscopic Gastrectomy Between Surgeons’ Skill Levels: an Automated Analysis Using a Neural Network," Journal of Gastrointestinal Surgery, vol.26, no.5, pp1006-1014, 9 Nov. 2021
Yuta Yamazaki, Shingo Kanaji, Takuya Kudo, Gosuke Takiguchi, Naoki Urakawa, Hiroshi Hasegawa, Masashi Yamamoto, Yoshiko Matsuda, Kimihiro Yamashita, Takeru Matsuda, Taro Oshikiri, Tetsu Nakamura, Satoshi Suzuki, Otake Yoshito, Sato Yoshinobu, Yoshihiro Kakeji
[ doi:10.1007/s11605-021-05161-4 ]
"Comparative study of vessel detection methods for contrast enhanced computed tomography: effects of convolutional neural network architecture and patch size," Advanced Biomedical Engineering, vol.10, pp138-149, Oct. 2021
Yuki Suzuki, Masatoshi Hori, Shoji Kido, Otake Yoshito, Mariko Ono, Noriyuki Tomiyama, Sato Yoshinobu
[ doi:10.14326/abe.10.138 ]
"Translation of Cellular Protein Localization Using Convolutional Networks," Frontiers in Cell and Developmental Biology, 5 Aug. 2021
Kei Shigene, Yuta Hiasa, Otake Yoshito, Soufi Mazen, Janewanthanakul Suphamon, Tamako Nishimura, Sato Yoshinobu, Shiro Suetsugu
[ doi:10.3389/fcell.2021.635231 ]
"2D–3D reconstruction of distal forearm bone from actual X-ray images of the wrist using convolutional neural networks," Scientific Reports, vol.11, no.1, pp1-12, 27 Jul. 2021
Ryoya Shiode, Mototaka Kabashima, Yuta Hiasa, Kunihiro Oka, Tsuyoshi Murase, Sato Yoshinobu, Otake Yoshito
[ doi:10.1038/s41598-021-94634-2 ]
"Translation of cellular protein localization by generative adversarial network," bioRxiv, 21 Apr. 2021
Kei Shigene, Yuta Hiasa, Otake Yoshito, Soufi Mazen, Suphamon Janewanthanakul, Tamako Nishimura, Sato Yoshinobu, Shiro Suetsugu
[ doi:10.1101/2021.04.23.441224 ]
"Three-dimensional reconstructions of haustoria in two parasitic plant species in the Orobanchaceae," Plant Physiology, vol.185, pp1429-1442, Apr. 2021
Masumoto, N, Suzuki, Y, Cui, S, Wakazaki, M, Sato, M, Kumaishi, K, Shibata, A, Furuta, K. M, Ichihashi, Y, Shirasu, K, Toyooka, K, Sato Yoshinobu, Satoko Yoshida
[ doi:10.1093/plphys/kiab005 ]
"Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network," International Journal of Computer Assisted Radiology and Surgery, 17 Mar. 2021
Keisuke Uemura, Otake Yoshito, Masaki Takao, Soufi Mazen, Akihiro Kawasaki, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.1007/s11548-021-02345-w ]
"Posterior Pelvic Tilt From Supine to Standing in Patients With Symptomatic Developmental Dysplasia of the Hip," Journal of Orthopaedic Research®, vol.38, no.3, pp578-587, Mar. 2021
Tetsuro Tani, Masaki Takao, Keisuke Uemura, Otake Yoshito, Hidetoshi Hamada, Wataru Ando, Sato Yoshinobu, Nobuhiko Sugano
[ doi:10.1002/jor.24484 ]
"Statistical Analysis of Sacral Bone Density using a CNN-based Atlas Creation on a Large-scale CT database," CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, vol.4, pp155-159, Sep. 2020
Akihiro Kawasaki, Otake Yoshito, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.29007/4h7v ]
"Automated Surgical Instrument Detection from Laparoscopic Gastrectomy Video Images Using an Open Source Convolutional Neural Network Platform," Journal of the American College of Surgeons (J Am Coll Surg) , vol.230, no.5, pp725-732, 7 May. 2020
Yuta Yamazaki, Shingo Kanaji, Takeru Matsuda, Taro Oshikiri, Tetsu Nakamura, Satoshi Suzuki, Yuta Hiasa, Otake Yoshito, Sato Yoshinobu, Yoshihiro Kakeji
[ doi:10.1016/j.jamcollsurg.2020.01.037 ]
"Fully automatic estimation of pelvic sagittal inclination from anterior-posterior radiography image using deep learning framework," Computer Methods and Programs in Biomedicine, vol.184, pp105282, 1 Feb. 2020
Ata Jodeiri, Reza A Zoroofi, Yuta Hiasa, Masaki Takao, Nobuhiko Sugano, Sato Yoshinobu, Otake Yoshito
[ doi:10.1016/j.cmpb.2019.105282 ]
"Bayesian Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT Using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction," Journal of Signal Processing Systems, vol.92, no.3, pp335-344, Jan. 2020
Mitsuki Sakamoto, Yuta Hiasa, Otake Yoshito, Masaki Takao, Yuki Suzuki, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.1007/s11265-019-01507-z ]
"Validation study of the CT-based cross-sectional evaluation of muscular atrophy and fatty degeneration around the pelvis and the femur," Journal of Orthopaedic Science, vol.25, no.1, pp139-144, Jan. 2020
Takeshi Ogawa, Masaki Takao, Otake Yoshito, Futoshi Yokota, Hidetoshi Hamada, Takashi Sakai, Sato Yoshinobu, Nobuhiko Sugano
[ doi:10.1016/j.jos.2019.02.004 ]
"Liver shape analysis using partial least squares regression-based statistical shape model: application for understanding and staging of liver fibrosis," International Journal of Computer Assisted Radiology and Surgery, vol.14, no.12, pp2083-2093, 1 Dec. 2019
Soufi Mazen, Otake Yoshito, Masatoshi Hori, Kazuya Moriguchi, Yasuharu Imai, Yoshiyuki Sawai, Takashi Ota, Noriyuki Tomiyama, Sato Yoshinobu
[ doi:10.1007/s11548-019-02084-z ]
"Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph," 26th National and 4th International Iranian Conference on Biomedical Engineering (ICBME), pp152-157, Nov. 2019
Ata Jodeiri, Reza A. Zoroofi, Yuta Hiasa, Masaki Takao, Nobuhiko Sugano, Sato Yoshinobu, Otake Yoshito
[ doi:10.1109/ICBME49163.2019.9030401 ]
"Posterior Pelvic Tilt From Supine to Standing in Patients With Symptomatic Developmental Dysplasia of the Hip," Journal of Orthopaedic Research, vol.38, no.3, pp578-587, Sep. 2019
Tetsuro Tani, Masaki Takao, Keisuke Uemura, Otake Yoshito, Hidetoshi Hamada, Wataru Ando, Sato Yoshinobu, Nobuhiko Sugano
[ doi:10.1002/jor.24484 ]
"Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalization of a Musculoskeletal Model," IEEE Transactions on Medical Imaging, vol.39, no.4, pp1030-1040, Jul. 2019
Yuta Hiasa, Otake Yoshito, Masaki Takao, Takeshi Ogawa, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.1109/TMI.2019.2940555 ]
"A cross-sectional study on the age-related cortical and trabecular bone changes at the femoral head in elderly female hip fracture patients," Scientific reports, vol.9(1), no.305, Jan. 2019
Whitmarsh T, Otake Yoshito, Uemura K, Takao M, Sugano N, Sato Yoshinobu
"Dynamic Block Matching to assess the longitudinal component of the dense motion field of the carotid artery wall in B‐mode ultrasound sequences ? Association with coronary artery disease," Medical Physics, vol.45, no.11, pp5041-5053, Nov. 2018
Guillaume Zahnd, Kozue Saito, Kazuyuki Nagatsuka, Otake Yoshito, Sato Yoshinobu
"Recovery of 3D rib motion from dynamic chest radiography and CT data using local contrast normalization and articular motion model," Medical Image Analysis, 19 Oct. 2018
Yuta Hiasa, Otake Yoshito, Rie Tanaka, Shigeru Sanada, Sato Yoshinobu
"Automated muscle segmentation from CT images of the hip and thigh using a hierarchical multi-atlas method," International journal of computer assisted radiology and surgery, vol.13, no.7, pp977-986, Jul. 2018
Yokota F, Otake Yoshito, Takao M, Ogawa T, Okada T, Sugano N, Sato Yoshinobu
"The distribution of bone mineral density in the femoral heads of unstable intertrochanteric fractures," Journal of Orthopaedic Surgery, 31 May. 2018
Keisuke Uemura, Masaki Takao, Otake Yoshito, Hidetoshi Hamada, Takashi Sakai, Sato Yoshinobu, Nobuhiko Sugano
"Construction and Application of Large-Scale Image Database in Orthopedic Surgery," Computer Assisted Orthopaedic Surgery for Hip and Knee, pp191-197, 11 Apr. 2018
Otake Yoshito, Masaki Takao, Futoshi Yokota, Norio Fukuda, Keisuke Uemura, Nobuhiko Sugano, Sato Yoshinobu
"The Posterior Capsular Ligamentous Complex Contributes to Hip Joint Stability in Distraction," The Journal of Arthroplasty, vol.33, no.3, pp919-924, Mar. 2018
Masaki Takao, Otake Yoshito, Norio Fukuda, Sato Yoshinobu, Mehran Armand, Nobuhiko Sugano
"Novel application of three-dimensional shear wave elastography in the detection of clinically significant prostate cancer," Biomedical Reports, 7 Feb. 2018
Sunao Shoji, Akio Hashimoto, Tomoya Nakamura, Shinichiro Hiraiwa, Haruhiro Sato, Sato Yoshinobu, Takuma Tajiri, Akira Miyajima
"Can Anatomic Measurements of Stem Anteversion Angle Be Considered as the Functional Anteversion Angle?," The Journal of Arthroplasty, vol.33, no.2, pp595-600, Feb. 2018
Keisuke Uemura, Masaki Takao, Otake Yoshito, Koki Koyama, Futoshi Yokota, Hidetoshi Hamada, Takashi Sakai, Sato Yoshinobu, Nobuhiko Sugano
"Change in pelvic sagittal inclination from supine to standing position before hip arthroplasty. ," J Arthroplasty 2017, Mar. 2017
Uemura K, Takao M, Otake Yoshito, Koyama K, Futoshi Yokota, Hamada H, Sakai T, Sato Yoshinobu, Sugano N.
"Prediction of forearm bone shape based on partial least squares regression from partial shape,," The International Journal of Medical Robotics and Computer Assisted Surgery, Mar. 2017
Keiichiro Oura, Otake Yoshito, Atsuo Shigi, Futoshi Yokota, Tsuyoshi Murase, Sato Yoshinobu
"Automated classification of maxillofacial cysts in cone beam CT images using contourlet transformation and Spherical Harmonics,," Computer Methods and Programs in Biomedicine,, vol.139, pp197-207, Jan. 2017
Fatemeh Abdolali, Reza Aghaeizadeh Zoroofi, Otake Yoshito, Sato Yoshinobu
"Quantitative comparison of operative skill using 2-and 3-dimensional monitors during laparoscopic phantom tasks,," Surgery, Dec. 2016
Masayasu Nishi, Shingo Kanaji, Otake Yoshito, Hitoshi Harada, Masashi Yamamoto, Taro Oshikiri, Tetsu Nakamura, Satoshi Suzuki, Yuki Suzuki, Yuta Hiasa, Sato Yoshinobu, Yoshihiro Kakeji
"Estimation of attachment regions of hip muscles in CT image using muscle attachment probabilistic atlas constructed from measurements in eight cadavers.," Int J Comput Assist Radiol Surg. 2016, Nov. 2016
Fukuda N, Otake Yoshito, Takao M, Futoshi Yokota, Ogawa T, Uemura K, Nakaya R, Tamura K, Grupp R Farvardin A, Armand M, Sugano N, Sato Yoshinobu
"CT-based automated planning of acetabular cup for total hip arthroplasty (THA) based on hybrid use of two statistical atlases. ," Int J Comput Assist Radiol Surg 2016, vol.11, pp2253-2271, 25 Jun. 2016
Kagiyama Y, Sato Yoshinobu, Otomaru I, Takao M, Nakamoto M, Yokota F, Tomiyama N, Tada Y, Sugano N.
"Automatic segmentation of maxillofacial cysts in cone beam CT images.," Comput Biol Med,, vol.72, pp108-119, 14 Mar. 2016
Abdolali, F, Zoroofi, R. A, Otake Yoshito, Sato Yoshinobu
" “ Abdominal multi-organ segmentation from CT images using conditional shape–location and unsupervised intensity priors”," Medical Image Analysis, vol.26, no.1, pp1-18, Oct. 2015
Okada T, Linguraru MG, Hori M, Summers RM, Tomiyama N, Sato Yoshinobu
"Cup Implant Planning Based on 2D/3D Radiographic Pelvis Reconstruction-First Clinical Results," IEEE Transactions on Biomedical Engineering, Jun. 2015
Schumann Steffen, Sato Yoshinobu, Yuki Nakanishi, Futoshi Yokota, Masaki Takao, Nobuhiko Sugano, Guoyan Zheng
"Quantitative Imaging: Quantification of Liver Shape on CT Using the Statistical Shape Model to Evaluate Hepatic Fibrosis.," Acad Radiol., 4 Dec. 2014
Hori M, Okada T, Higashiura K, Sato Y, Chen YW, Kim T, Onishi H, Eguchi H, Nagano H, Umeshita K, Wakasa K, Tomiyama N.
""Sparse and Low-Rank Matrix Decomposition for Local Morphological Analysis to Diagnose Cirrhosis."," IEICE TRANSACTIONS on Information and Systems, vol.97, no.12, pp3210-3221, Oct. 2014
Deng Junping,, Han Xian-Hua, Chen Yen-Wei,, Xu Gang,, Sato Yoshinobu, Hori Masatoshi, Tomiyama Noriyuki
""Quantitative Imaging: Quantification of Liver Shape on CT Using the Statistical Shape Model to Evaluate Hepatic Fibrosis."," Academic radiology, vol.22, no.3, pp303-309, 2014.10
Hori Masatoshi, Toshiyuki Okada, Keisuke Higashiura, 佐藤 嘉伸, Yen-Wei Chen, Tonsok Kim, Hiromitsu Onishi
"Acetabular cartilage segmentation in CT arthrography based on a bone-normalized probabilistic atlas," International journal of computer assisted radiology and surgery, 23 Jul. 2014
PR Tabrizi, RA Zoroofi, F Yokota, S Tamura, T Nishii, Y Sato
"3D kinematics of mobile-bearing total knee arthroplasty using X-ray fluoroscopy," International journal of computer assisted radiology and surgery, 26 Jun. 2014
Takaharu Yamazaki, Kazuma Futai, Tetsuya Tomita, Yoshinobu Sato, Hideki Yoshikawa, Shinichi Tamura, Kazuomi Sugamoto
"Differentiation of lung neoplasms with lepidic growth and good prognosis from those with poor prognosis using computer-aided 3D volumetric CT analysis and FDG-PET," Acta Radiologica, vol.55, no.5, pp563-569, Jun. 2014
Daisuke Morimoto, Shodayu Takashima, Naohiro Sakashita, Yoshinobu Sato, Binghu Jiang, Tomoaki Hakucho, Chie Miyake, Yoshiyuki Takahashi, Yasuhiko Tomita, Katsuyuki Nakanishi, Takuya Hosoki, Masahiko Higashiyama
"Locating Fetal Facial Surface, Oral Cavity and Airways by a 3D Ultrasound Calibration Using a Novel Cones' Phantom," IEICE TRANSACTIONS on Information and Systems, vol.97, no.5, pp1324-1335, May. 2014
XU Rong, O Jun, B Zhang, Y Sato, MG Fujie
"Classification of Normal and Diseased Liver Shapes based on Spherical Harmonics Coefficients," Journal of medical systems, vol.38, no.5, pp1-9, May. 2014
Farshid Babapour Mofrad, Reza Aghaeizadeh Zoroofi, Ali Abbaspour Tehrani-Fard, Shahram Akhlaghpoor, Yoshinobu Sato
"Capturing large shape variations of liver using population-based statistical shape models," International journal of computer assisted radiology and surgery, 20 Apr. 2014
Amir H Foruzan, Yen-Wei Chen, Masatoshi Hori, Yoshinobu Sato, Noriyuki Tomiyama
"Prostate Swelling and Shift During High Intensity Focused Ultrasound: Implication for Targeted Focal Therapy," The Journal of urology, vol.190, no.4, pp1224-1232, Oct. 2013
Sunao Shoji, Toyoaki Uchida, Masahiko Nakamoto, Hakushi Kim, Andre Luis de Castro Abreu, Scott Leslie, Yoshinobu Sato, Inderbir S Gill, Osamu Ukimura
受賞
"日本医用画像工学会大会「奨励賞」," 日本医用画像工学会, 2019.9.19
Soufi Mazen, 大竹 義人, 堀 雅敏, 今井 康陽, 澤井 良之, 太田 崇詞, 富山 憲幸, 佐藤 嘉伸
"Automated Segmentation of Hip and Thigh Muscles in Metal Artifact Contaminated CT using CNN," International Forum on Medical Imaging in Asia 2019(IFMIA), 7 Jan. 2019
Mitsuki Sakamoto, Yuta Hiasa, Otake Yoshito, Masaki Takao, Yuki Suzuki, Nobuhiko Sugano, Sato Yoshinobu
所属学協会
日本コンピュータ外科学会
The Institute of Electrical and Electronics Engineers
日本医用画像工学会
電子情報通信学会
情報処理学会
資料

大竹 義人

職位 准教授
領域 情報科学領域 AI応用情報学
研究室 生体医用画像

「画像・人工知能」×「生体医療」の融合領域を開拓する。生体医用画像解析を中心として、人体や医療を情報科学のツールを用いて分析・モデル化し、さらに医療支援システムに応用する研究・教育を行う。

Soufi Mazen

職位 助教
領域 情報科学領域 AI応用情報学
研究室 生体医用画像

「画像・人工知能」×「生体医療」の融合領域を開拓する。生体医用画像解析を中心として、人体や医療を情報科学のツールを用いて分析・モデル化し、さらに医療支援システムに応用する研究・教育を行う。