| 2024 | ICMLC | Nursing-Care Text Classification and Extraction of Important Terms for Classification Using Transformers. | Tomoya Kampu, Manabu Nii, Eiko Nakanishi, Reiko Sakashita |
| 2021 | ICMLC | Brain Devlopment Age Prediction Using Convolutnal Neural Network on Pediatrics Brain Ct Mages. | Ren Morita, Saya Ando, Daisuke Fujita, Manabu Nii, Kumiko Ando, Reiichi Ishikura, Syoji Kobashi |
| 2019 | ICMLC | Estimation of Human Activities by Fuzzy Classification Systems for Understanding Subject Persons' Situation. | Solaiman Ahmed, Taiki Kishi, Manabu Nii, Kohei Higuchi, Syoji Kobashi |
| 2019 | SMC | Abdominal Organ Area Segmentation using U-Net for Cancer Radiotherapy Support. | Naomi Yagi, Manabu Nii, Syoji Kobashi |
| 2018 | SMC | Finger Joint Detection Method for the Automatic Estimation of Rheumatoid Arthritis Progression Using Machine Learning. | Kento Morita, Patrick Chan, Manabu Nii, Natsuko Nakagawa, Syoji Kobashi |
| 2018 | SMC | A Convolution Neural Network Based Nursing-Care Text Classification Model with a New Filter for Expressing Dependency Relations of Words. | Manabu Nii, Yuya Tsuchida, Yusuke Kato, Atsuko Uchinuno, Reiko Sakashita |
| 2018 | SMC | Real-Time Orthopedic Surgery Procedure Recognition Method with Video Images from Smart Glasses Using Convolutional Neural Network. | Soichi Nishio, Moazzem Hossain, Md Belayat Hossain, Manabu Nii, Takafumi Hiranaka, Syoji Kobashi |
| 2018 | SMC | 3D Follicle Reconstruction from Ultrasound Images for Ovum Estimation. | Jun Shimada, Masakazu Morimoto, Manabu Nii, Yutaka Hata, Tomomoto Ishikawa, Hidehiko Matsubayashi |
| 2017 | ICMLC | Computer-aided diagnosis system for Rheumatoid Arthritis using machine learning. | Kento Morita, Atsuki Tashita, Manabu Nii, Syoji Kobashi |
| 2017 | IFSA | Nursing-care text classification using word vector representation and convolutional neural networks. | Manabu Nii, Yuya Tsuchida, Yusuke Kato, Atsuko Uchinuno, Reiko Sakashita |
| 2017 | SMC | Particle filter based implanted knee kinematics analysis for the postoperative evaluation. | Kento Morita, Manabu Nii, Norikazu Ikoma, Takatoshi Morooka, Shinichi Yoshiya, Syoji Kobashi |
| 2016 | ICMLC | Clinical big image data based pre-operative planning in ACL reconstruction. | Kento Morita, Manabu Nii, Shunichiro Kambara, Kaori Kashiwa, Hiroshi Nakayama, Shinichi Yoshiya, Syoji Kobashi |
| 2016 | ICMLC | Prediction of post-operative implanted knee function using machine learning in clinical big data. | Syoji Kobashi, Md Belayat Hossain, Manabu Nii, Shunichiro Kambara, Takatoshi Morooka, Makiko Okuno, Shinichi Yoshiya |
| 2016 | ICMLC | Hybridization of standard and fuzzified neural networks from MEMS-based human condition monitoring data for estimating heart rate. | Manabu Nii, Takuya Iwamoto, Shota Okajima, Yuya Tsuchida |
| 2016 | ICMLC | Macrophage learning-tracking algorithm in time-lapse MR images. | Atsuki Tashita, Syoji Kobashi, Manabu Nii, Yuki Mori, Yoshichika Yoshioka, Yutaka Hata |
| 2016 | SMC | Application of self-organizing maps to data classification and data prediction for female subjects with unhealthy-level visceral fat. | Naotake Kamiura, Syoji Kobashi, Manabu Nii, Takayuki Yumoto, Ken-ichi Sorachi |
| 2016 | SMC | Identification of ovarian follicle with ovum from ultrasonic images. | Manabu Nii, Hideaki Kozakai, Masakazu Morimoto, Syoji Kobashi, Naotake Kamiura, Yutaka Hata, Seturo Imawaki, Tomomoto Ishikawa, Hidehiko Matsubayashi |
| 2016 | SMC | Cerebral aneurysm occurrence prediction by morphometric analysis of the Willis ring. | Marin Yasugi, Md Belayat Hossain, Hironobu Shibutani, Tamotsu Nomura, Manabu Nii, Masakazu Morimoto, Syoji Kobashi |
| 2015 | SMC | On Clinical-Data-Based Personal Identification for Ophthalmological Patients. | Naotake Kamiura, Manabu Nii, Takayuki Yumoto, Tomofusa Yamauchi, Hitoshi Tabuchi |
| 2015 | SMC | Improvement of Fuzzy Neural Network Based Human Activity Estimation System. | Manabu Nii, Takuya Iwamoto, Yuichi Ishibashi, Daiki Komori |
| 2014 | SMC | A directed graph based feature definition for classifying nursing-care texts. | Manabu Nii, Kazunobu Takahama, Atsuko Uchinuno, Reiko Sakashita |
| 2013 | KES | Human Activity Monitoring Using Fuzzified Neural Networks. | Manabu Nii, Yoshihiro Kakiuchi, Kazunobu Takahama, Kazusuke Maenaka, Kohei Higuchi, Takayuki Yumoto |
| 2013 | SMC | A Macrophage Simulator for Understanding Its Dynamic Behaviour from Video Images. | Benjamin Culeux, Tomoharu Nakashima, Toshinobu Hayashi, Manabu Nii, Yutaka Komai |
| 2013 | SMC | Fuzzified Neural Network Based Human Physical Condition Monitoring Using MEMS Based Monitoring Devices. | Manabu Nii, Yoshihiro Kakiuchi, Toshinobu Hayashi, Kazunobu Takahama, Takayuki Yumoto |
| 2013 | SMC | Consideration about Utilizing Text Architecture for Making Feature Vectors in Classifying Nursing-Care Texts. | Manabu Nii, Shouta Miyake, Kazunobu Takahama, Atsuko Uchinuno, Reiko Sakashita |
| 2012 | SMC | New feature definition for improvement of Nursing-care text classification. | Manabu Nii, Yoshinori Hirohata, Atsuko Uchinuno, Reiko Sakashita |
| 2012 | SMC | Implementation of a intelligent system into a small physical condition monitoring device for healthcare. | Manabu Nii, Yoshihiro Kakiuchi, Tomoya Tanaka, Kazusuke Maenaka, Kohei Higuchi |
| 2011 | SMC | Behavior extraction from multiple sensors information for human activity monitoring. | Manabu Nii, Kazuki Nakai, Yutaka Takahashi, Kohei Higuchi, Kazusuke Maenaka |
| 2007 | GRC | Nursing-Care Freestyle Text Classification Using Support Vector Machines. | Manabu Nii, Shigeru Ando, Yutaka Takahashi, Atsuko Uchinuno, Reiko Sakashita |
| 2006 | CEC | Robust Evaluation of RoboCup Soccer Strategies by Using Match History. | Tomoharu Nakashima, Masahiro Takatani, Naoki Namikawa, Hisao Ishibuchi, Manabu Nii |
| 2005 | RoboCup | Performance Evaluation of an Evolutionary Method for RoboCup Soccer Strategies. | Tomoharu Nakashima, Masahiro Takatani, Masayo Udo, Hisao Ishibuchi, Manabu Nii |
| 2004 | PDCAT | Implementation of Application Collaboration Protocol. | Tomoya Sakaguchi, Hitoshi Sakagami, Manabu Nii, Yutaka Takahashi |
| 1999 | IJCNN | Decreasing excess fuzziness in fuzzy outputs from neural networks for linguistic rule extraction. | Hisao Ishibuchi, Manabu Nii, Kimiko Tanaka |
| 1998 | KES | Improving the generalization ability of neural networks by interval arithmetic. | Hisao Ishibuchi, Manabu Nii |
| 1998 | KES | Fuzzy arithmetic in neural networks for linguistic rule extraction. | Manabu Nii, Hisao Ishibuchi |