Akane Sano

Akane Sano, PhD

Adjunct Assistant Professor of Psychiatry and Behavioral Health, Academic Institute
Houston Methodist


Publications

IEEE EMBC 2022 Workshop and Challenge on Detection of Stress and Mental Health Using Wearable Sensors
Yang, H, Yu, H, Segovia, AC, Khalid, M, Vaessen, T & Sano, A 2024, . in Human Activity and Behavior Analysis: Advances in Computer Vision and Sensors: Volume 1. vol. 1, CRC Press, pp. 210-221. https://doi.org/10.1201/9781003371540-15

Investigating Receptivity and Affect Using Machine Learning: Ecological Momentary Assessment and Wearable Sensing Study
King, ZD, Yu, H, Vaessen, T, Myin-Germeys, I & Sano, A 2024, , JMIR mHealth and uHealth, vol. 12, no. 1, e46347. https://doi.org/10.2196/46347

8th International Workshop on Mental Health and Well-being: Sensing and Intervention
Adler, DA, Xu, X, Mishra, V, Sano, A, Kunchay, S, Abdullah, S, Bardram, JE, Murnane, EL, Choudhury, T, Musolesi, M, Zhao, Y, Nandakumar, R, Rahman, T, King, ZD, Kalanadhabhatta, M, Salekin, A, Krell, R & Zhang, H 2023, . in UbiComp/ISWC 2023 Adjunct - Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing. UbiComp/ISWC 2023 Adjunct - Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, Association for Computing Machinery, Inc, pp. 784-787, 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, UbiComp/ISWC 2023, Cancun, Quintana Roo, Mexico, 10/8/23. https://doi.org/10.1145/3594739.3605108

Psychotic Relapse Prediction in Schizophrenia Patients Using A Personalized Mobile Sensing-Based Supervised Deep Learning Model
Lamichhane, B, Zhou, J & Sano, A 2023, , IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 7, pp. 3246-3257. https://doi.org/10.1109/JBHI.2023.3265684

Semi-Supervised Learning for Wearable-based Momentary Stress Detection in the Wild
Yu, H & Sano, A 2023, , Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, vol. 7, no. 2, 3596246. https://doi.org/10.1145/3596246

Exploiting social graph networks for emotion prediction
Khalid, M & Sano, A 2023, , Scientific Reports, vol. 13, no. 1, 6069, pp. 6069. https://doi.org/10.1038/s41598-023-32825-9

Editorial: Multimodal digital approaches to personalized medicine
Clay, I, De Luca, V & Sano, A 2023, , Frontiers in Big Data, vol. 6, 1242482, pp. 1242482. https://doi.org/10.3389/fdata.2023.1242482

Burnout Prediction and Analysis in Shift Workers: Counterfactual Explanation Approach
Tang, Z, King, Z, Segovia, AC, Yu, H, Braddock, G, Ito, A, Sakamoto, R, Shimaoka, M & Sano, A 2023, . in BHI 2023 - IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings. BHI 2023 - IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings, Institute of Electrical and Electronics Engineers Inc. 2023 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2023, Pittsburgh, United States, 10/15/23. https://doi.org/10.1109/BHI58575.2023.10313392

Empowering Wearable Seizure Forecasting with Scheduled Sampling
Guo, P, Yu, H, Karicheri, SG, Kuncheria, A, Yang, H, Blackwell, S, Haneef, Z & Sano, A 2023, . in BHI 2023 - IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings. BHI 2023 - IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings, Institute of Electrical and Electronics Engineers Inc. 2023 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2023, Pittsburgh, United States, 10/15/23. https://doi.org/10.1109/BHI58575.2023.10313368

Effect of an Internet-Delivered Cognitive Behavioral Therapy-Based Sleep Improvement App for Shift Workers at High Risk of Sleep Disorder: Single-Arm, Nonrandomized Trial
Ito-Masui, A, Sakamoto, R, Matsuo, E, Kawamoto, E, Motomura, E, Tanii, H, Yu, H, Sano, A, Imai, H & Shimaoka, M 2023, , Journal of medical Internet research, vol. 25, e45834. https://doi.org/10.2196/45834

Empirical Study of Mix-based Data Augmentation Methods in Physiological Time Series Data
Guo, P, Yang, H & Sano, A 2023, . in Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023, Institute of Electrical and Electronics Engineers Inc. pp. 206-213, 11th IEEE International Conference on Healthcare Informatics, ICHI 2023, Houston, United States, 6/26/23. https://doi.org/10.1109/ICHI57859.2023.00037

Predicting Stress and Providing Counterfactual Explanations: A Pilot Study on Caregivers
Shibuya, K, King, ZD, Khalid, M, Yu, H, Shen, Y, Zanna, K, Brown, RL, Majd, M, Fagunders, CP & Sano, A 2023, . in 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2023. 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2023, Institute of Electrical and Electronics Engineers Inc. 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2023, Cambridge, United States, 9/10/23. https://doi.org/10.1109/ACIIW59127.2023.10388130

Zero-Shot ECG Diagnosis with Large Language Models and Retrieval-Augmented Generation
Yu, H, Guo, P & Sano, A 2023, , Proceedings of Machine Learning Research, vol. 225, pp. 650-663.

Mental State, Mood, and Emotion (Part 2)
Doherty, G, Musolesi, M, Sano, A & Vaessen, T 2022, , IEEE Pervasive Computing, vol. 21, no. 4, pp. 44-45. https://doi.org/10.1109/MPRV.2022.3210787

7th International Workshop on Mental Health and Well-being: Sensing and Intervention
Mishra, V, Sano, A, Kunchay, S, Abdullah, S, Bardram, JE, Murnane, E, Choudhury, T, Musolesi, M, Nunes Vilaza, G, Nandakumar, R, Rahman, T, Xu, X, Zach, K, Kalanadhabhatta, M, Adler, DA & Krell, R 2022, . in UbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers. UbiComp/ISWC 2022 Adjunct - Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2022 ACM International Symposium on Wearable Computers, Association for Computing Machinery, Inc, pp. 468-471, 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, UbiComp/ISWC 2022, Cambridge, United Kingdom, 9/11/22. https://doi.org/10.1145/3544793.3560374

Turning data into better mental health: Past, present, and future
Moukaddam, N, Sano, A, Salas, R, Hammal, Z & Sabharwal, A 2022, , Frontiers in Digital Health, vol. 4, 916810. https://doi.org/10.3389/fdgth.2022.916810

Measuring Health-Related Quality of Life With Multimodal Data: Viewpoint
Clay, I, Cormack, F, Fedor, S, Foschini, L, Gentile, G, Van Hoof, C, Kumar, P, Lipsmeier, F, Sano, A, Smarr, B, Vandendriessche, B & De Luca, V 2022, , Journal of medical Internet research, vol. 24, no. 5, e35951. https://doi.org/10.2196/35951

Predicting Psychotic Relapse in Schizophrenia With Mobile Sensor Data: Routine Cluster Analysis
Zhou, J, Lamichhane, B, Ben-Zeev, D, Campbell, A & Sano, A 2022, , JMIR mHealth and uHealth, vol. 10, no. 4, e31006. https://doi.org/10.2196/31006

Bias Reducing Multitask Learning on Mental Health Prediction
Zanna, K, Sridhar, K, Yu, H & Sano, A 2022, . in 2022 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022. 2022 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, Institute of Electrical and Electronics Engineers Inc. 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, Nara, Japan, 10/18/22. https://doi.org/10.1109/ACII55700.2022.9953850

More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors
Yang, H, Yu, H, Sridhar, K, Vaessen, T, Myin-Germeys, I & Sano, A 2022, . in 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2022-July, Institute of Electrical and Electronics Engineers Inc. pp. 3253-3256, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022, Glasgow, United Kingdom, 7/11/22. https://doi.org/10.1109/EMBC48229.2022.9871472

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