Detecting self-paced walking intention based on fNIRS technology for the development of BCI - Li, Chunguang; Xu, Jiacheng; Zhu, Yufei; Kuang, Shaolong; Qu, Wei; Sun, Lining (Medical & biological engineering & computing, 2020)
Keywords: Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Brain-Computer Interfaces; Computer Applications; Decision Trees; Discriminant analysis; Female; Frontal Lobe - blood supply; Frontal Lobe - diagnostic imaging; Geriatrics; Hemoglobin; Hemoglobins - analysis; Human Physiology; Human-computer interface; Humans; Imaging; Infrared spectra; Infrared spectroscopy; Latency; Machine Learning; Male; Medical imaging; Near infrared radiation; Older people; Original Article; Radiology; Signal Processing, Computer-Assisted; Spectroscopy, Near-Infrared - methods; Walking; Walking - physiology; Self-paced walking intention; Functional near-infrared spectroscopy; Brain–computer interface; Gradient boosting decision tree