Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, et al. Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2023. 1-5
Akifumi Kishi, Hans P A Van Dongen. Phenotypic Interindividual Differences in the Dynamic Structure of Sleep in Healthy Young Adults. Nature and Science of Sleep. 2023. 15. 465-476
Hiroki Takeuchi, Kaori Suwa, Akifumi Kishi, Toru Nakamura, Kazuhiro Yoshiuchi, Yoshiharu Yamamoto. The Effects of Objective Push-Type Sleep Feedback on Habitual Sleep Behavior and Momentary Symptoms in Daily Life: mHealth Intervention Trial Using a Health Care Internet of Things System. JMIR mHealth and uHealth. 2022. 10. 10. e39150
Tomoki Saito, Hikaru Suzuki, Akifumi Kishi. Predictive Modeling of Mental Illness Onset Using Wearable Devices and Medical Examination Data: Machine Learning Approach. Frontiers in Digital Health. 2022. 4. 861808-861808
Chronic fatigue syndrome and fibromyalgia. In: Handbook of Sleep Disorders in Medical Conditions, Savard, J. and M-C. Ouellet, editors
Academic Press 2019