keyword 3D reconstruction，Image processing，Machine learning，Biomedical image processing，Computer Vision
Tokyo Institute of Technology
2012/04 - 2015/06
Beihang University
2008/09 - 2011/03
Beihang University
2004/09 - 2008/08
生体画像と医用人工知能研究会 幹事 Academic society
2022/04 - Present
映像情報メディア学会 幹事
2024/04 - 2026/03
（CVIM）コンピュータビジョンとイメージメディア研究運営委員会 運営委員 Academic society
2024/04 - 2026/03
MIRU インターナショナル委員
2025 -
IEEE BIBM Program Committee
2024 -
一般社団法人情報処理学会
日本生体医工学会
Informatics / Intelligent informatics /
Informatics / Biological, health, and medical informatics /
若手研究者奨励賞
武淑瓊 大阪大学先導的学際研究機構 共生知能システム研究センター 2022/01
A Multi-modality Fusion Model based on Dual-task Measurement for the Automatic Detection of Early-stage Cognitive Impairment
Shuqiong Wu, Jiaqing Liu, Akos God´o, Fumio Okura, Manabu Ikeda, Shunsuke Sato, Maki Suzuki, Yuto Satake, Daiki Taomoto, Masahiro Hata, Yasushi Yagi
IEEE Transactions on Biomedical Engineering 2025/06 Research paper (scientific journal)
The clinical significance of an AI-based assumption model for neurocognitive diseases using a novel dual-task system.
Yuto Satake, Daiki Taomoto, Shuqiong Wu, Ákos Godó, Shunsuke Sato, Maki Suzuki, Fumio Okura, Yasushi Yagi, Manabu Ikeda
Scientific reports Vol. 15 No. 1 p. 13989-13989 2025/04/22 Research paper (scientific journal)
Predicting Future Cognitive Decline From Long-Term Observations of Dual-Task Performance Data
Shuqiong Wu, Tomoya Noguchi, Fumio Okura, Yasushi Yagi
IEEE Journal of Biomedical and Health Informatics Vol. 29 No. 2 p. 758-766 2025/02 Research paper (scientific journal)
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Is Multi-Person Gait Recognition Feasible under Mutual Occlusion? A Human Model Regression-based Approach.
Ziruo Li, Chi Xu 0003, Xiang Li 0028, Shuqiong Wu, Yasushi Yagi
CVPR Workshops p. 5603-5613 2025 Research paper (international conference proceedings)
Three-Dimensional Human Model-Guided View Morphing for Clothed Gait Silhouettes
Mohamad Ammar Alsherfawi Aljazaerly, Chi Xu, Shuqiong Wu, Xiang Li, Yasushi Yagi
IEEE Access Vol. 13 p. 31949-31962 2025 Research paper (scientific journal)
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Leveraging Partial Labels for Cervical Lesion Classification via a Multilabel Approach
Margaret Dy Manalo, Kota Aoki, Shuqiong Wu, Mariko Shindo, Yutaka Ueda, Yasushi Yagi
IEEE Access Vol. 13 p. 15188-15200 2025 Research paper (scientific journal)
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Construction of Simulated 3D CT from Multiple-View X-Ray Images(To appear)
LiangZhao, Xiaoyuan Li, Sijia Hou, Xin Fan, Zhikui Chen, Shuqiong Wu
IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2024) 2024/12 Research paper (international conference proceedings)
MicroEmo: Time-sensitive Multimodal Emotion Recognition with Subtle Clue Dynamics in Video Dialogues
Liyun Zhang, Zuojie Luo, Shuqiong Wu, Yuta Nakashima
ACM Multimedia Workshop MRAC'24 2024/10 Research paper (international conference proceedings)
PPGCN: Phase-aligned Periodic Graph Convolutional Network for Dual-task-based Cognitive Impairment Detection
Ákos Godó, Shuqiong Wu, Fumio Okura, Yasushi Makihara, Manabu Ikeda, Shunsuke Sato, Maki Suzuki, Yuto Satake, Daiki Taomoto, Yasushi Yagi
IEEE Access 2024 Research paper (scientific journal)
Two-stream Graph Convolutional Networks with Task-specific Loss for Dual-task Gait Analysis
Jiaqing Liu, Shuqiong Wu, Fumio Okura, Yasushi Makihara, Yasushi Yagi
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023/07/24 Research paper (international conference proceedings)
Publisher: IEEE
Computed Tomography slice interpolation in the longitudinal direction based on deep learning techniques: To reduce slice thickness or slice increment without dose increase
Shuqiong Wu, Megumi Nakao, Keiho Imanishi, Mitsuhiro Nakamura, Takashi Mizowaki, Tetsuya Matsuda
PLOS ONE Vol. 17 No. 12 2022/12 Research paper (scientific journal)
Cervical Lesion Classification via Positive-Unlabeled Learning
Margaret Dy Manalo, Kota Aoki, Shuqiong Wu, Mariko Shindo, Yutaka Ueda, Yasushi Yagi
Medical Imaging Technology Vol. 40 No. 5 p. 197-206 2022/11/25 Research paper (scientific journal)
Comparison of Machine Learning and Non-machine Learning Methods for the Sleep Apnea Detection Using Millimeter-wave Radar
Takato Koda, Takuya Sakamoto, Shuqiong Wu, Shigeaki Okumura, Hirofumi Taki, Satoshi Hamada, Susumu Sato, Kazuo Chin
IEICE COMMUNICATIONS EXPRESS Vol. 11 No. 6 p. 355-360 2022 Research paper (scientific journal)
Early Detection of Low Cognitive Scores from Dual-task Performance Data Using a Spatio-temporal Graph Convolutional Neural Network.
Shuqiong Wu, Fumio Okura, Yasushi Makihara, Kota Aoki, Masataka Niwa, Yasushi Yagi
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Vol. 2021 p. 1895-1901 2021/11 Research paper (scientific journal)
Detecting Lower MMSE Scores in Older Adults Using Cross-Trial Features From a Dual-Task With Gait and Arithmetic
Shuqiong Wu, Taku Matsuura, Fumio Okura, Yasushi Makihara, Chengju Zhou, Kota Aoki, Ikuhisa Mitsugami, Yasushi Yagi
IEEE Access Vol. 9 p. 150268-150282 2021 Research paper (scientific journal)
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
X-ray2Shape: Reconstruction of 3D Liver Shape from a Single 2D Projection Image
Fei Tong, Megumi Nakao, Shuqiong Wu, Mitsuhiro Nakamura, Tetsuya Matsuda
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Vol. 2020 p. 1608-1611 2020/07 Research paper (international conference proceedings)
Publisher: IEEE
Two-dimensional ultrasound imaging technique based on neural network using acoustic simulation
ArXiv 2020
Reconstructing 3d lung shape from a single 2d image during the deaeration deformation process using model-based data augmentation
Shuqiong Wu, Megumi Nakao, Junko Tokuno, Toyofumi Chen-Yoshikawa, Tetsuya Matsuda
2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings 2019/05 Research paper (international conference proceedings)
Person-specific heart rate estimation with ultra-wideband radar using convolutional neural networks
Shuqiong Wu, Takuya Sakamoto, Kentaro Oishi, Toru Sato, Kenichi Inoue, Takeshi Fukuda, Kenji Mizutani, Hiroyuki Sakai
IEEE Access Vol. 7 p. 168484-168494 2019 Research paper (scientific journal)
Neural Network Based Bone Density Estimation from the Ultrasound Waveforms Inside Cancellous Bone Derived by FDTD Simulations
Yoshiki Nagatani, Shigeaki Okumura, Shuqiong Wu
IEEE International Ultrasonics Symposium, IUS Vol. 2018-October 2018/12/17 Research paper (international conference proceedings)
SuperCut: Superpixel Based Foreground Extraction with Loose Bounding Boxes in One Cutting
Shuqiong Wu, Megumi Nakao, Tetsuya Matsuda
IEEE Signal Processing Letters Vol. 24 No. 12 p. 1803-1807 2017/12 Research paper (scientific journal)
Continuous lung region segmentation from endoscopic images for intra-operative navigation
Shuqiong Wu, Megumi Nakao, Tetsuya Matsuda
Computers in Biology and Medicine Vol. 87 p. 200-210 2017/08/01 Research paper (scientific journal)
Automatic GrabCut based lung extraction from endoscopic images with an initial boundary
Shuqiong Wu, Megumi Nakao, Tetsuya Matsuda
International Conference on Signal Processing Proceedings, ICSP Vol. 0 p. 1374-1378 2016/07/02 Research paper (international conference proceedings)
Penalized AdaBoost: Improving the generalization error of gentle AdaBoost through a margin distribution
Shuqiong Wu, Hiroshi Nagahashi
IEICE Transactions on Information and Systems Vol. E98D No. 11 p. 1906-1915 2015/11 Research paper (scientific journal)
Analysis of generalization ability for different AdaBoost variants based on classification and regression trees
Shuqiong Wu, Hiroshi Nagahashi
Journal of Electrical and Computer Engineering Vol. 2015 2015/01/21 Research paper (scientific journal)
Parameterized adaboost: Introducing a parameter to speed up the training of real adaboost
Shuqiong Wu, Hiroshi Nagahashi
IEEE Signal Processing Letters Vol. 21 No. 6 p. 687-691 2014/06 Research paper (scientific journal)
A new method for solving overfitting problem of gentle AdaBoost
Shuqiong Wu, Hiroshi Nagahashi
Proceedings of SPIE - The International Society for Optical Engineering Vol. 9069 2014 Research paper (international conference proceedings)
Real-time 2D hands detection and tracking for sign language recognition
Shuqiong Wu, Hiroshi Nagahashi
Proceedings of 2013 8th International Conference on System of Systems Engineering: SoSE in Cloud Computing and Emerging Information Technology Applications, SoSE 2013 p. 40-45 2013 Research paper (international conference proceedings)
A Fast Algorithm for Recognizing Real-Time Road Signs (Retracted Article)
Xiaoping Du, Shuqiong Wu, Bing Shao, Jiankai Yang
2011 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL SCIENCE-ICEES 2011 Vol. 11 p. 1138-1145 2011 Research paper (international conference proceedings)
デュアルタスク時のAction Unitを用いた表情分析に基づく認知機能障害の検出
永田大輝, 武淑瓊, 大倉史生, 八木康史
第27回画像の認識・ 理解シンポジウム(MIRU2024) 2024/07 Research paper, summary (national, other academic conference)
デュアルタスク時の表情分析に基づく認知機能障害の早期発見
永田大輝, 武淑瓊, 大倉史生, 槇原靖, 八木康史
研究報告コンピュータビジョンとイメージメディア（CVIM） Vol. 2024-CVIM-238 No. 52 p. 1-7 2024/05
デュアルタスクに基づく認知機能低下予測
野口智矢, 武淑瓊, 大倉史生, 槇原靖, 八木康史
電子情報通信学会 技術研究報告 Vol. 123 No. 411 p. 176-179 2024/03
デュアルタスクと脳波に基づく認知機能障害の検出
渡邊早紀, 武淑瓊, 大倉史生, 槇原靖, 池田学, 佐藤俊介, 鈴木麻希, 佐竹祐人, 垰夲大喜, 八木康史
電子情報通信学会 技術研究報告 Vol. 123 No. 411 p. 180-183 2024/03
2次元人物骨格情報を用いたデュアルタスク認知機能推定に関する基礎検討
安田未来, 武淑瓊, 八木康史, 槇原靖, 大倉史生
研究報告コンピュータビジョンとイメージメディア（CVIM） 2023/05
デュアルタスク時の脳波計測に基づくCNNを用いた認知機能障害の早期検出
渡邊早紀, 武淑瓊, 劉家慶, 大倉史生, 槇原靖, 八木康史
情報処理学会研究報告(Web) Vol. 2022 No. CVIM-230 2022
デュアルタスクにおける認知機能推定のためのAttention機構を用いた関節動作の重要度可視化
野口智矢, 武淑瓊, 劉家慶, 大倉史生, 槇原靖, 八木康史
情報処理学会研究報告(Web) Vol. 2022 No. CVIM-230 2022
X-ray2Shape:グラフ畳み込みネットワークを用いた単一X-ray画像からの臓器形状再構成
TONG Fei, 中尾恵, 武淑瓊, 中村光宏, 松田哲也
情報処理学会研究報告2021(CVIM-225) 2021/05
グラフ畳み込みネットワークを用いた単一X-ray画像からの3次元臓器形状の再構成
Fei Tong, 中尾 恵, 武 淑瓊, 中村 光宏, 松田 哲也
電子情報通信学会技術報告 (MI) Vol. 120 No. 156 p. 45-50 2020
2D U-Net convolutional networkを用いた隣接スライスによるCT画像再構成(Computed Tomography Image Reconstruction from Neighbor Slices using 2D U-Net Convolutional Networks)
Wu Shuqiong, Nakao Megumi, Imanishi Keiho, Nakamura Mitsuhiro, Matsuda Tetsuya
日本医用画像工学会大会予稿集 Vol. 38回 p. 569-572 2019/07
Publisher: 日本医用画像工学会深層学習を用いた術野映像内肺領域抽出
今西 勁峰, 武 淑瓊, 中尾 恵, 松田 哲也
日本医用画像工学会大会予稿集 Vol. 38回 p. 40-40 2019/07
Publisher: 日本医用画像工学会機械学習を用いた超音波後方散乱波イメージングの数値シミュレーションによる検討
奥村 成皓, 長谷 芳樹, 武 淑瓊
The 40th Symposium on Ultrasonic Electronics 2019
Super pixels based deformation recognition for endoscopic images
Proceedings of 4th Conference on Medical and Biological Imaging 2017
オプティカルフローとグラブカットを統合することによる連続的な肺内視鏡画像のセグメンテーション(Continuous Lung Segmentation in Endoscopic Images by Integrating GrabCut with Optical Flow)
Wu Shuqiong, Nakao Megumi, Matsuda Tetsuya
MEDICAL IMAGING TECHNOLOGY No. Suppl. p. np323-np326 2016/07
Publisher: 日本医用画像工学会A novel preprocessing technique for training Viola-Jones hand detector
Shuqiong Wu, Hiroshi Nagahashi
2014
Reducing False Positive Rate for Viola-Jones Method in Hand Detection
Vol. 2013 No. 23 p. 1-5 2013/08/26
ヘルスケアアプリケーションにおける深層学習ベースの歩行分析
武 淑瓊
生体画像と医用人工知能研究会第5回若手発表会 2023/03/15
Detecting Mild Cognitive Impairment Based on Dual-task Using Machine Learning Techniques
Joint Symposium on Symbiotic Intelligence and Data Futures 2022/03/09
Facilitating computed-tomography-based diagnosis using deep learning techniques
The 25th SANKEN International Symposium 2022/01/06
Detecting Cognitive Impairment in An Early Stage Based on Dual-task Using Machine Learning Techniques
2022/01
機械学習と超広帯域レーダによる非接触心拍計測
阪本卓也, 武 淑瓊, 佐藤 亨
電子情報通信学会総合大会 2020
認知機能評価システム
八木康史, 槇原靖, 武淑瓊, 劉家慶, 大倉史生
出願日:2023/07/21
認知機能評価システム
八木康史, 槇原靖, 武淑瓊, 渡邊早紀, 大倉史生
出願日:2022/05/02
認知機能評価システム、及び学習方法
八木 康史, 武 淑瓊, 大倉 史生, 槇原 靖, 青木 工太
出願日:2021/10/29
