Co-variation of depressive mood and spontaneous physical activity evaluated by ecological momentary assessment in major depressive disorder. - Jinhyuk Kim; Toru Nakamura; Hiroe Kikuchi; Kazuhiro Yoshiuchi; Yoshiharu Yamamoto (EMBC, 2014)

Covariation of Depressive Mood and Spontaneous Physical Activity in Major Depressive Disorder: Toward Continuous Monitoring of Depressive Mood. - Jinhyuk Kim; Toru Nakamura; Hiroe Kikuchi; Kazuhiro Yoshiuchi; Tsukasa Sasaki; Yoshiharu Yamamoto (IEEE J. Biomed. Health Informatics, 2015)

Teaching Machines to Know Your Depressive State: On Physical Activity in Health and Major Depressive Disorder. - Kun Qian 003; Hiroyuki Kuromiya; Zixing Zhang 001; Jinhyuk Kim; Toru Nakamura; Kazuhiro Yoshiuchi; Björn W. Schuller; Yoshiharu Yamamoto (EMBC, 2019)

Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach. - Kun Qian 003; Hiroyuki Kuromiya; Zhao Ren; Maximilian Schmitt; Zixing Zhang 001; Toru Nakamura; Kazuhiro Yoshiuchi; Björn W. Schuller; Yoshiharu Yamamoto (ISICDM, 2019)

Can Appliances Understand the Behavior of Elderly Via Machine Learning? A Feasibility Study. - Kun Qian 003; Tomoya Koike; Kazuhiro Yoshiuchi; Björn W. Schuller; Yoshiharu Yamamoto (IEEE Internet Things J., 2021)

Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. - Meishu Song; Andreas Triantafyllopoulos; Zijiang Yang 007; Hiroki Takeuchi; Toru Nakamura; Akifumi Kishi; Tetsuro Ishizawa; Kazuhiro Yoshiuchi; Xin Jing; Vincent Karas; Zhonghao Zhao; Kun Qian 003; et al. (ICASSP, 2023)

Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. - Meishu Song; Zijiang Yang 007; Andreas Triantafyllopoulos; Toru Nakamura; Yongxin Zhang; Zhao Ren; Hiroki Takeuchi; Akifumi Kishi; Tetsuro Ishizawa; Kazuhiro Yoshiuchi; Haojie Zhang; Kun Qian 003; et al. (ICDM (Workshops), 2023)