Kugler Mauricio

クグレマウリシオ | Kugler Mauricio

Affiliation and department：
Job title： Assistant Professor
Homepage URL (1)： http://www.mauriciokugler.com

Research keywords (6)： embedded systems and hardware programming , artificial neural networks , signal processing , biomedical engineering , large scale pattern recognition , machine learning

Research theme for competitive and other funds (7)：

2018 - 2021 膵癌腫瘍3次元内部構造の徹底的な理解のための超高精細情報空間構築
2020 - 2020 Study of fatigue failure prediction by acoustic signals in die-cast molds
2016 - 2019 リハビリ併用型t-DCS装置の開発
2015 - 2017 近距離通信センサの受信距離拡張と位置情報推測技術の実現によるスマートフォンを活用した認知症高齢者見守り機構の研究開発
2013 - 2015 Wearable Brain Stimulation Device for Gait Rehabilitation

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Papers (68)：

Ricardo Moraes Muniz da Silva, Mauricio Kugler, Taizo Umezaki. Combined Methodology for Linear Time Series Forecasting. 電気学会論文誌C(電子・情報・システム部門誌). 2020. 15. 12. 1780-1790
Mauricio Kugler, Yushi Goto, Yuki Tamura, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Akinobu Shimizu, et al. Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation. International Journal of Computer Assisted Radiology and Surgery. 2019. 14. 12. 2047-2055
Akira Iwata, Jianqing Wang, Shun Shiramatsu, Masatoki Suto, Mauricio Kugler, Nobuhiko Wagatsuma. Elderly Watching System based BLE Beacon and LPWA Communication. Journal of The Society of Instrument and Control Engineers. 2019. 58. 2. 109-114
Yuki Tamura, Tatsuya Yokota, Mauricio Kugler, Valentin Triquet, Tomonari Sei, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani. Partial rigid diffeomorphism for measuring temporal change of pancreatic cancer tumor. Proceedings of the International Forum on Medical Imaging in Asia IFMIA2019. 2019
Yushi Goto, Mauricio Kugler, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani. Construction of multimodal 3D model of pancreatic cancer tumor. Proceedings of the International Forum on Medical Imaging in Asia IFMIA2019. 2019

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Lectures and oral presentations (26)：

Construction of a Multi-modal Model of Pancreatic Tumors by Integration of MRI and Pathological Images using Conditional Cycle alpha-GAN
(ICCV Workshop for Multi-Discipline Approach for Learning Concepts (MDALC) 2019)
Registration between histopathological images with different stains and an MRI Image of Pancreatic Cancer Tumor
(International Forum on Medical Imaging in Asia - IFMIA2019 2019)
Construction of multimodal 3D model of pancreatic cancer tumor
(International Forum on Medical Imaging in Asia - IFMIA2019 2019)
Partial rigid diffeomorphism for measuring temporal change of pancreatic cancer tumor
(International Forum on Medical Imaging in Asia - IFMIA2019 2019)
Workshop in Computational Pathology - Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image
(21st International Conference on Medical Image Computing & Computer Assisted Intervention 2018)

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Works (3)：

Sound Watcher: hardware and software development for a consumer product.
2011 - 現在
Development of a Wearable Brain Stimulation Device for Gait Rehabilitation
2013 - 2015
Sound recognition & visualization using a head mount display
2013 - 2014

Committee career (1)：

2011/09/12 - 2012/09/14 日本神経回路学会第22回全国大会実行委員会実行委員

Awards (1)：

2008/11 - International Neural Network Society Best APNNA Paper Award A Back-Propagation Training Method for Multilayer Pulsed Neural Network using Principle of Duality

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