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Research Output 1987 2020

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Conference contribution
2019

Patient-tailored classification for a NIRS triggered hand rehabilitation robot

Takemura, S., Lee, J., Mukae, N., Kiguchi, K., Iihara, K., Hashizume, M. & Arata, J., Jan 14 2019, 2018 IEEE International Conference on Cyborg and Bionic Systems, CBS 2018. Institute of Electrical and Electronics Engineers Inc., p. 632-636 5 p. 8612169. (2018 IEEE International Conference on Cyborg and Bionic Systems, CBS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near-infrared Spectroscopy
Rehabilitation
End effectors
Patient rehabilitation
Robotics
2018

Interpretable Machine Learning Techniques for Causal Inference Using Balancing Scores as Meta-features

Nohara, Y., Iihara, K. & Nakashima, N., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4042-4045 4 p. 8513026. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Learning algorithms
Area Under Curve
Decision Making
Decision making
2017
4 Citations (Scopus)

A multichannel-near-infrared-spectroscopy-triggered robotic hand rehabilitation system for stroke patients

Lee, J., Mukae, N., Arata, J., Iwata, H., Iramina, K., Iihara, K. & Hashizume, M., Aug 11 2017, 2017 International Conference on Rehabilitation Robotics, ICORR 2017. Ajoudani, A., Artemiadis, P., Beckerle, P., Grioli, G., Lambercy, O., Mombaur, K., Novak, D., Rauter, G., Rodriguez Guerrero, C., Salvietti, G., Amirabdollahian, F., Balasubramanian, S., Castellini, C., Di Pino, G., Guo, Z., Hughes, C., Iida, F., Lenzi, T., Ruffaldi, E., Sergi, F., Soh, G. S., Caimmi, M., Cappello, L., Carloni, R., Carlson, T., Casadio, M., Coscia, M., De Santis, D., Forner-Cordero, A., Howard, M., Piovesan, D., Siqueira, A., Sup, F., Lorenzo, M., Catalano, M. G., Lee, H., Menon, C., Raspopovic, S., Rastgaar, M., Ronsse, R., van Asseldonk, E., Vanderborght, B., Venkadesan, M., Bianchi, M., Braun, D., Godfrey, S. B., Mastrogiovanni, F., McDaid, A., Rossi, S., Zenzeri, J., Formica, D., Karavas, N., Marchal-Crespo, L., Reed, K. B., Tagliamonte, N. L., Burdet, E., Basteris, A., Campolo, D., Deshpande, A., Dubey, V., Hussain, A., Sanguineti, V., Unal, R., Caurin, G. A. D. P., Koike, Y., Mazzoleni, S., Park, H-S., Remy, C. D., Saint-Bauzel, L., Tsagarakis, N., Veneman, J. & Zhang, W. (eds.). IEEE Computer Society, p. 158-163 6 p. 8009239. (IEEE International Conference on Rehabilitation Robotics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Near infrared spectroscopy
Near-Infrared Spectroscopy
Robotics
End effectors
Patient rehabilitation