Explanation of machine learning models using shapley additive explanation and application for real data in hospital Y Nohara, K Matsumoto, H Soejima, N Nakashima Computer Methods and Programs in Biomedicine 214, 106584, 2022 | 140 | 2022 |
Mobile activity recognition for a whole day: Recognizing real nursing activities with big dataset S Inoue, N Ueda, Y Nohara, N Nakashima Proceedings of the 2015 ACM International Joint Conference on Pervasive and …, 2015 | 84 | 2015 |
Postnatal care could be the key to improving the continuum of care in maternal and child health in Ratanakiri, Cambodia K Kikuchi, J Yasuoka, K Nanishi, A Ahmed, Y Nohara, M Nishikitani, ... PloS one 13 (6), e0198829, 2018 | 81 | 2018 |
Explanation of machine learning models using improved shapley additive explanation Y Nohara, K Matsumoto, H Soejima, N Nakashima Proceedings of the 10th ACM international conference on bioinformatics …, 2019 | 78 | 2019 |
Stroke prognostic scores and data-driven prediction of clinical outcomes after acute ischemic stroke K Matsumoto, Y Nohara, H Soejima, T Yonehara, N Nakashima, ... Stroke 51 (5), 1477-1483, 2020 | 52 | 2020 |
Health checkup and telemedical intervention program for preventive medicine in developing countries: verification study Y Nohara, E Kai, PP Ghosh, R Islam, A Ahmed, M Kuroda, S Inoue, ... Journal of medical Internet research 17 (1), e3705, 2015 | 50 | 2015 |
Quantitative evaluation of unlinkable ID matching schemes Y Nohara, S Inoue, K Baba, H Yasuura Proceedings of the 2005 ACM workshop on Privacy in the electronic society, 55-60, 2005 | 42 | 2005 |
Targeting morbidity in unreached communities using portable health clinic system A Ahmed, A Rebeiro-Hargrave, Y Nohara, E Kai, ZH Ripon, N Nakashima IEICE Transactions on Communications 97 (3), 540-545, 2014 | 38 | 2014 |
Portable Health Clinic: A pervasive way to serve the unreached community for preventive healthcare A Ahmed, S Inoue, E Kai, N Nakashima, Y Nohara Distributed, Ambient, and Pervasive Interactions: First International …, 2013 | 38 | 2013 |
Recognizing and understanding nursing activities for a whole day with a big dataset S Inoue, N Ueda, Y Nohara, N Nakashima Journal of Information Processing 24 (6), 853-866, 2016 | 28 | 2016 |
Association of serum bilirubin levels with risk of cancer development and total death T Inoguchi, Y Nohara, C Nojiri, N Nakashima Scientific reports 11 (1), 13224, 2021 | 26 | 2021 |
Effect of treatment modality and cerebral vasospasm agent on patient outcomes after aneurysmal subarachnoid hemorrhage in the elderly aged 75 years and older K Ido, R Kurogi, A Kurogi, K Nishimura, K Arimura, A Nishimura, N Ren, ... PloS one 15 (4), e0230953, 2020 | 23 | 2020 |
Portable health clinic: A telehealthcare system for unreached communities A Ahmed, A Rebeiro-Hargrave, Y Nohara, RI Maruf, PP Ghosh, ... Smart sensors and systems, 447-467, 2015 | 23 | 2015 |
Portable health clinic: An advanced tele-healthcare system for unreached communities R Islam, Y Nohara, MJ Rahman, N Sultana, A Ahmed, N Nakashima MEDINFO 2019: Health and Wellbeing e-Networks for All, 616-619, 2019 | 19 | 2019 |
Floor sensing system using laser range finder and mirror for localizing daily life commodities Y Nohara, T Hasegawa, K Murakami 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2010 | 17 | 2010 |
Toward unlinkable ID management for multi-service environments Y Nohara, S Inoue, H Yasuura Third IEEE International Conference on Pervasive Computing and …, 2005 | 16 | 2005 |
An affordable, usable and sustainable preventive healthcare system for unreached people in Bangladesh N Nakashima, Y Nohara, A Ahamed, M Kuroda, S Inoue, PP Ghosh, ... Studies in health technology and informatics 192, 1051-1051, 2013 | 15 | 2013 |
Mobile Healthcare System for Health Checkups and Telemedicine in Post-Disaster Situations. M Hu, M Sugimoto, A Rebeiro-Hargrave, Y Nohara, M Moriyama, ... MedInfo, 79-83, 2015 | 14 | 2015 |
Lessons learned from Co-Design and Co-Production in a portable health clinic research project in Jaipur district, India (2016–2018) F Yokota, M Biyani, R Islam, A Ahmed, M Nishikitani, K Kikuchi, Y Nohara, ... Sustainability 10 (11), 4148, 2018 | 12 | 2018 |
Interpretable machine learning techniques for causal inference using balancing scores as meta-features Y Nohara, K Iihara, N Nakashima 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 12 | 2018 |