| Radiomics with artificial intelligence for precision medicine in radiation therapy H Arimura, M Soufi, H Kamezawa, K Ninomiya, M Yamada Journal of radiation research 60 (1), 150-157, 2019 | 115 | 2019 |
| Identification of optimal mother wavelets in survival prediction of lung cancer patients using wavelet decomposition‐based radiomic features M Soufi, H Arimura, N Nagami Medical physics 45 (11), 5116-5128, 2018 | 68 | 2018 |
| Potentials of radiomics for cancer diagnosis and treatment in comparison with computer-aided diagnosis H Arimura, M Soufi, K Ninomiya, H Kamezawa, M Yamada Radiological physics and technology 11, 365-374, 2018 | 24 | 2018 |
| Exploration of temporal stability and prognostic power of radiomic features based on electronic portal imaging device images M Soufi, H Arimura, T Nakamoto, T Hirose, S Ohga, Y Umezu, H Honda, ... Physica Medica 46, 32-44, 2018 | 17 | 2018 |
| Development of an open-source measurement system to assess the areal bone mineral density of the proximal femur from clinical CT images K Uemura, Y Otake, M Takao, H Makino, M Soufi, M Iwasa, N Sugano, ... Archives of Osteoporosis 17 (1), 17, 2022 | 15 | 2022 |
| Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network K Uemura, Y Otake, M Takao, M Soufi, A Kawasaki, N Sugano, Y Sato International Journal of Computer Assisted Radiology and Surgery, 1-10, 2021 | 13 | 2021 |
| Liver shape analysis using partial least squares regression-based statistical shape model: application for understanding and staging of liver fibrosis M Soufi, Y Otake, M Hori, K Moriguchi, Y Imai, Y Sawai, T Ota, ... International Journal of Computer Assisted Radiology and Surgery 14, 2083-2093, 2019 | 12 | 2019 |
| Translation of cellular protein localization using convolutional networks K Shigene, Y Hiasa, Y Otake, M Soufi, S Janewanthanakul, T Nishimura, ... Frontiers in Cell and Developmental Biology 9, 635231, 2021 | 10 | 2021 |
| Deep-learning-based automatic facial bone segmentation using a two-dimensional U-Net D Morita, S Mazen, S Tsujiko, Y Otake, Y Sato, T Numajiri International Journal of Oral and Maxillofacial Surgery 52 (7), 787-792, 2023 | 9 | 2023 |
| A review on radiomics for personalized medicine in cancer treatment H ARIMURA, M SOUFI Medical Imaging Technology 36 (2), 81-89, 2018 | 8 | 2018 |
| Feasibility of differential geometry-based features in detection of anatomical feature points on patient surfaces in range image-guided radiation therapy M Soufi, H Arimura, K Nakamura, FP Lestari, F Haryanto, T Hirose, ... International journal of computer assisted radiology and surgery 11, 1993-2006, 2016 | 8 | 2016 |
| BMD-GAN: Bone mineral density estimation using X-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning Y Gu, Y Otake, K Uemura, M Soufi, M Takao, N Sugano, Y Sato International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 7 | 2022 |
| Surface-imaging-based patient positioning in radiation therapy M Soufi, H Arimura Image-Based Computer-Assisted Radiation Therapy, 237-270, 2017 | 7 | 2017 |
| Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography Y Gu, Y Otake, K Uemura, M Soufi, M Takao, H Talbot, S Okada, ... Medical Image Analysis 90, 102970, 2023 | 6 | 2023 |
| Automatic orbital segmentation using deep learning-based 2D U-net and accuracy evaluation: A retrospective study D Morita, A Kawarazaki, J Koimizu, S Tsujiko, M Soufi, Y Otake, Y Sato, ... Journal of Cranio-Maxillofacial Surgery 51 (10), 609-613, 2023 | 5 | 2023 |
| Artificial intelligence-based volumetric analysis of muscle atrophy and fatty degeneration in patients with hip osteoarthritis and its correlation with health-related quality … M Iwasa, M Takao, M Soufi, K Uemura, Y Otake, H Hamada, Y Sato, ... International Journal of Computer Assisted Radiology and Surgery 18 (1), 71-78, 2023 | 5 | 2023 |
| 4D-foot analysis on effect of arch support on ankle, subtalar, and talonavicular joint kinematics T Miyamoto, Y Otake, S Nakao, H Kurokawa, S Kosugi, A Taniguchi, ... Journal of Orthopaedic Science 28 (6), 1337-1344, 2023 | 3 | 2023 |
| 4D-foot: a fully automated pipeline of four-dimensional analysis of the foot bones using bi-plane X-ray video and CT S Mizoe, Y Otake, T Miyamoto, M Soufi, S Nakao, Y Tanaka, Y Sato Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 3 | 2021 |
| Hybrid representation-enhanced sampling for Bayesian active learning in musculoskeletal segmentation of lower extremities G Li, Y Otake, M Soufi, M Taniguchi, M Yagi, N Ichihashi, K Uemura, ... International Journal of Computer Assisted Radiology and Surgery, 1-10, 2024 | 2 | 2024 |
| MSKdeX: Musculoskeletal (MSK) decomposition from an X-ray image for fine-grained estimation of lean muscle mass and muscle volume Y Gu, Y Otake, K Uemura, M Takao, M Soufi, Y Hiasa, H Talbot, S Okada, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
Yoshinobu Sato (佐藤 嘉伸)Professor of Information Science, Nara Institute of Science and Technology (NAIST)Verified email at is.naist.jp
