Connected Mind + Body | Revolutionizing the future of mental and physical wellbeing

Guenther, S., Kosmyna, N. & Maes, P. Image classification and reconstruction from low-density EEG. Sci Rep 14, 16436 (2024). https://doi.org/10.1038/s41598-024-66228-1

Song, H., Hsieh, TH., Yeon, S.H. et al. Continuous neural control of a bionic limb restores biomimetic gait after amputation. Nat Med (2024). https://doi.org/10.1038/s41591-024-02994-9

Li, M., Tang, H., Qing, R. et al. Design of a water-soluble transmembrane receptor kinase with intact molecular function by QTY code. Nat Commun 15, 4293 (2024). https://doi.org/10.1038/s41467-024-48513-9

Wazeer Deen Zulfikar, Samantha Chan, and Pattie Maes. 2024. Memoro: Using Large Language Models to Realize a Concise Interface for Real-Time Memory Augmentation. In Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24). Association for Computing Machinery, New York, NY, USA, Article 450, 1–18. https://doi.org/10.1145/3613904.3642450

Fleming, Renée, et al. "Music and Mind: Harnessing the Arts for Health and Wellness." Viking (Penguin Random House LLC). April 9, 2024. ISBN 9780593653197

Geoffrey S. Ginsburg, Rosalind W. Picard, and Stephen H. Friend. "Key Issues as Wearable Digital Health Technologies Enter Clinical Care." New England Journal of Medicine 2024; 390:1118-27. DOI: 10.1056/NEJMra2307160

Elizabeth Donner, Orrin Devinsky, and Daniel Friedman; guest editors Stephen H. Friend, Geoffrey S. Ginsburg, Rosalind W. Picard, Jeffrey M. Drazen. "Wearable Digital Health Technology for Epilepsy." New England Journal of Medicine 2024; 390:736-745. DOI: 10.1056/NEJMra2301913

Kajale, S.N., Nguyen, T., Chao, C.A. et al. Current-induced switching of a van der Waals ferromagnet at room temperature. Nat Commun 15, 1485 (2024). https://doi.org/10.1038/s41467-024-45586-4

Shu, T., Herrera-Arcos, G., Taylor, C.R. et al. Mechanoneural interfaces for bionic integration. Nat Rev Bioeng (2024). https://doi.org/10.1038/s44222-024-00151-y

Groh, M., Badri, O., Daneshjou, R. et al. Deep learning-aided decision support for diagnosis of skin disease across skin tones. Nat Med (2024). https://doi.org/10.1038/s41591-023-02728-3

Vanderkruik RC, Ferguson C, Kobylski LA, Locascio JJ, Hamlett GE, Killenberg PC, Lewis R, Jones N, Rossa ET, Dineen H, Picard R, Cohen LS Testing a Behavioral Activation Gaming App for Depression During Pregnancy: Multimethod Pilot Study JMIR Form Res 2024;8:e44029

Erica S. Spatz, Geoffrey S. Ginsburg, John S. Rumsfeld, and Mintu P. Turakhia; guest editors Stephen H. Friend, Geoffrey S. Ginsburg, Rosalind W. Picard, Jeffrey M. Drazen. "Wearable Digital Health Technologies for Monitoring in Cardiovascular Medicine." New England Journal of Medicine 2024; 390:346-356. DOI: 10.1056/NEJMra2301903

Fedor, S., Lewis, R., Pedrelli, P., Mischoulon, D., Curtiss, J., & Picard, R. W. (2023). Wearable technology in clinical practice for depressive disorder. New England Journal of Medicine, 389(26), 2457-2466.

Friend, Stephen H., Geoffrey S. Ginsburg, and Rosalind W. Picard. "Wearable Digital Health Technology." New England Journal of Medicine 389.22 (2023): 2100-2101.

Michael S. Hughes, Ananta Addala, and Bruce Buckingham; guest editors Stephen H. Friend, Geoffrey S. Ginsburg, Rosalind W. Picard, Jeffrey M. Drazen. "Digital Technology for Diabetes." New England Journal of Medicine 2023; 389:2076-2086. DOI: 10.1056/NEJMra2215899

Vujic, Angela, Shreyas Nisal, and Pattie Maes. "Joie: a Joy-based Brain-Computer Interface (BCI)." Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. 2023.

Caicedo, H.H., Darrow, J.J., Caicedo, J.C. et al. Prioritizing Early Disease Intervention. Ther Innov Regul Sci 57, 1148–1152 (2023). https://doi.org/10.1007/s43441-023-00569-3

Du, W., Zhang, L., Suh, E., Lin, D., Marcus, C., Ozkan, L., Ahuja, A., Fernandez, S. Shuvo, I., Sadat, D., Liu, W., Li, F., Chandrakasan, A., Ozmen, T., Dagdeviren, C.†, “Conformable Ultrasound Breast Patch for Deep Tissue Scanning and Imaging”, Science Advances, 9, eadh5325, 2023.

Morris, C., Liu, P., Riecke, B. E., & Maes, P. (2023). InExChange: Fostering Genuine Social Connection through Embodied Breath Sharing in Mixed Reality. Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, Article Article 459. https://doi.org/10.1145/3544549.3583917

Yu, C., Shah, A., Amiri, N., Marcus, C., Nayeem, M. O. G., Karami, A. M., Dagdeviren, C.†, Advanced Materials, DOI: 10.1002/adma.202300066, 2023. [Invited Paper for Rising Stars Special Series]

Kubzansky LD, Kim ES, Boehm JK, Davidson RJ, Huffman JC, Loucks EB, Lyubomirsky S, Picard RW, Schueller SM, Trudel-Fitzgerald C, VanderWeele TJ, Warran K, Yeager DS, Yeh CS, Moskowitz JT. Interventions to Modify Psychological Well-Being: Progress, Promises, and an Agenda for Future Research. Affect Sci. 2023 Mar 3;4(1):174-184. doi: 10.1007/s42761-022-00167-w. PMID: 37064816; PMCID: PMC9982781.

Gupta, K., Chan, S. W. T., Pai, Y. S., Strachan, N., Su, J., Sumich, A., ... & Billinghurst, M. (2022). Total VREcall: using biosignals to recognize emotional autobiographical memory in virtual reality. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6(2), 1-21.

Whitmore, N. W., Harris, J. C., Kovach, T. & Paller, K. A. Improving Memory via Automated Targeted Memory Reactivation during Sleep. Journal of Sleep Research 2022.06.28.497977 (2022) doi:10.1101/2022.06.28.497977.

Groh, Matthew, Craig Ferguson, Robert Lewis, and Rosalind W. Picard. "Computational Empathy Counteracts the Negative Effects of Anger on Creative Problem Solving." In 2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 1-8. IEEE, 2022.

Ramsay, David, and Joe Paradiso. "Peripheral Light Cues as a Naturalistic Measure of Focus." ACM International Conference on Interactive Media Experiences. 2022.

Schuller, Björn & Picard, Rosalind & Andre, Elisabeth & Gratch, Jonathan & Tao, Jianhua. (2021). Intelligent Signal Processing for Affective Computing [From the Guest Editors]. IEEE Signal Processing Magazine. 38. 9-11. 10.1109/MSP.2021.3096415.

Chiang S, Picard RW, Chiong W, Moss R, Worrell GA, Rao VR, Goldenholz DM. Guidelines for Conducting Ethical Artificial Intelligence Research in Neurology: A Systematic Approach for Clinicians and Researchers. Neurology. 2021 Sep 28;97(13):632-640. doi: 10.1212/WNL.0000000000012570. Epub 2021 Jul 27. PMID: 34315785; PMCID: PMC8480407.

Chwalek, Patrick, David Ramsay, and Joseph A. Paradiso. "Captivates: A Smart Eyeglass Platform for Across-Context Physiological Measurement." Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5.3 (2021): 1-32.

Onorati F, Regalia G, Caborni C, LaFrance WC Jr, Blum AS, Bidwell J, De Liso P, El Atrache R, Loddenkemper T, Mohammadpour-Touserkani F, Sarkis RA, Friedman D, Jeschke J, Picard R. Prospective Study of a Multimodal Convulsive Seizure Detection Wearable System on Pediatric and Adult Patients in the Epilepsy Monitoring Unit. Front Neurol. 2021 Aug 18;12:724904. doi: 10.3389/fneur.2021.724904. PMID:

Rosalind W. Picard, Edward W. Boyer, Smartwatch biomarkers and the path to clinical use, Med, Volume 2, Issue 7, 2021, Pages 797-799, ISSN 2666-6340, https://doi.org/10.1016/j.medj.2021.06.005.

Nock, M. K., Kleiman, E. M., Abraham, M., Bentley, K. H., Brent, D. A., Buonopane, R. J., … Pearson, J. L. (2021). Consensus Statement on Ethical & Safety Practices for Conducting Digital Monitoring Studies with People at Risk of Suicide and Related Behaviors. Psychiatric Research and Clinical Practice, 3(2), 57–66. https://doi.org/10.1176/appi.prcp.20200029

McHill AW, Sano A, Hilditch CJ, Barger LK, Czeisler CA, Picard R, Klerman EB. Robust stability of melatonin circadian phase, sleep metrics, and chronotype across months in young adults living in real-world settings. J Pineal Res. 2021 Apr;70(3):e12720. doi: 10.1111/jpi.12720. Epub 2021 Feb 16. PMID: 33523499; PMCID: PMC9135480.

Regalia G, Gerboni G, Migliorini M, Lai M, Pham J, Puri N, Pavlova MK, Picard RW, Sarkis RA, Onorati F. Sleep assessment by means of a wrist actigraphy-based algorithm: agreement with polysomnography in an ambulatory study on older adults. Chronobiol Int. 2021 Mar;38(3):400-414. doi: 10.1080/07420528.2020.1835942. Epub 2020 Nov 19. Erratum in: Chronobiol Int. 2022 Jul;39(7):I. doi: 10.1080/0742052

Pedrelli, P., Fedor, S., Ghandeharioun, A., Howe, E., Ionescu, D. F., Bhathena, D., ... & Picard, R. W. (2020). Monitoring changes in depression severity using wearable and mobile sensors. Frontiers in psychiatry, 11, 1413.

Hedman E, Schoen SA, Miller LJ, Picard R. Wireless Measurement of Sympathetic Arousal During in vivo Occupational Therapy Sessions. Front Integr Neurosci. 2020 Oct 29;14:539875. doi: 10.3389/fnint.2020.539875. PMID: 33192351; PMCID: PMC7659428.

Johnson, Kristina & Picard, Rosalind. (2020). Advancing Neuroscience through Wearable Devices. Neuron. 108. 8-12. 10.1016/j.neuron.2020.09.030.

Y. Zhang, F. Weninger, B. Schuller and R. W. Picard, "Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis," in IEEE Transactions on Affective Computing, vol. 13, no. 2, pp. 769-780, 1 April-June 2022, doi: 10.1109/TAFFC.2019.2961881.

Zhang, Yue & Weninger, Felix & Schuller, Björn & Picard, Rosalind. (2019). Holistic Affect Recognition Using PaNDA: Paralinguistic Non-Metric Dimensional Analysis. IEEE Transactions on Affective Computing. PP. 1-1. 10.1109/TAFFC.2019.2961881.

Werner, Philipp & Lopez-Martinez, Daniel & Walter, Steffen & Al-Hamadi, Ayoub & Gruss, Sascha & Picard, Rosalind. (2019). Automatic Recognition Methods Supporting Pain Assessment: A Survey. IEEE Transactions on Affective Computing. 1-1. 10.1109/TAFFC.2019.2946774.

Lopez-Martinez, Daniel & Peng, Ke & Lee, Arielle & Borsook, David & Picard, Rosalind. (2019). Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process Priors. 304-309. 10.1109/ACIIW.2019.8925076.

Slavich GM, Taylor S, Picard RW. Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations. Stress. 2019 Jul;22(4):408-413. doi: 10.1080/10253890.2019.1584180. Epub 2019 Apr 4. PMID: 30945584; PMCID: PMC7081839.

Lopez-Martinez D, Eschenfeldt P, Ostvar S, Ingram M, Hur C, Picard R. Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:3960-3963. doi: 10.1109/EMBC.2019.8857295. PMID: 31946739.

Regalia G, Onorati F, Lai M, Caborni C, Picard RW. Multimodal wrist-worn devices for seizure detection and advancing research: Focus on the Empatica wristbands. Epilepsy Res. 2019 Jul;153:79-82. doi: 10.1016/j.eplepsyres.2019.02.007. Epub 2019 Feb 27. PMID: 30846346.

Hernandez J., McDuff D., Quigley K., Maes P., and Picard R., "Wearable Motion-based Heart-rate at Rest: A Workplace Evaluation," Journal of Biomedical and Health Informatics, 2018.

Chen W, Hernandez J, Picard RW. Estimating carotid pulse and breathing rate from near-infrared video of the neck. Physiol Meas. 2018 Oct 30;39(10):10NT01. doi: 10.1088/1361-6579/aae625. PMID: 30376450.

Sano A, Chen W, Lopez-Martinez D, Taylor S, Picard RW. Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks. IEEE J Biomed Health Inform. 2019 Jul;23(4):1607-1617. doi: 10.1109/JBHI.2018.2867619. Epub 2018 Aug 29. PMID: 30176613; PMCID: PMC6837840.

Kleiman EM, Turner BJ, Fedor S, Beale EE, Picard RW, Huffman JC, Nock MK. Digital phenotyping of suicidal thoughts. Depress Anxiety. 2018 Jul;35(7):601-608. doi: 10.1002/da.22730. Epub 2018 Apr 10. PMID: 29637663.

Taylor S, Sano A, Ferguson C, Mohan A, Picard RW. QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform. Sensors. 2018; 18(4):1097. https://doi.org/10.3390/s18041097

Goldenholz DM, Moss R, Jost DA, Crone NE, Krauss G, Picard R, Caborni C, Cavazos JE, Hixson J, Loddenkemper T, Salazar TD, Lubbers L, Harte-Hargrove LC, Whittemore V, Duun-Henriksen J, Dolan E, Kasturia N, Oberemk M, Cook MJ, Lehmkuhle M, Sperling MR, Shafer PO. Common data elements for epilepsy mobile health systems. Epilepsia. 2018 May;59(5):1020-1026. doi: 10.1111/epi.14066. Epub 2018 Mar 31.

Taylor S, Sano A, Ferguson C, Mohan A, Picard RW. QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform. Sensors. 2018; 18(4):1097. https://doi.org/10.3390/s18041097

Calvo RA, Dinakar K, Picard R, Christensen H, Torous J. Toward Impactful Collaborations on Computing and Mental Health. J Med Internet Res. 2018 Feb 9;20(2):e49. doi: 10.2196/jmir.9021. PMID: 29426812; PMCID: PMC5889813.

Chen, Weixuan & Rudovic, Ognjen & Picard, Rosalind. (2017). GIFGIF+: Collecting emotional animated GIFs with clustered multi-task learning. 410-417. 10.1109/ACII.2017.8273647.

Howe E, Pedrelli P, Morris R, Nyer M, Mischoulon D, Picard R Feasibility of an Automated System Counselor for Survivors of Sexual Assault iproc 2017;3(1):e37 URL: https://www.iproc.org/2017/1/e37 DOI: 10.2196/iproc.8585

D. L. Martinez, O. Rudovic and R. Picard, "Personalized Automatic Estimation of Self-Reported Pain Intensity from Facial Expressions," 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Honolulu, HI, USA, 2017, pp. 2318-2327, doi: 10.1109/CVPRW.2017.286. keywords: {Pain;Estimation;Face;Recurrent neural networks;Hidden Markov models;Image sequences;Reliability},

Liu, Dianbo & Peng, Fengjiao & Shea, Andrew & Ognjen, & Rudovic, Ognjen & Picard, Rosalind. (2017). DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain.

Jaques, N., Gu, S., Bahdanau, D., Hernandez-Lobato, J., Turner, R., and Eck, D. "Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-Control," International Conference on Machine Learning (ICML), Sydney, Australia, August 2017

Doré BP, Morris RR, Burr DA, Picard RW, Ochsner KN. Helping Others Regulate Emotion Predicts Increased Regulation of One's Own Emotions and Decreased Symptoms of Depression. Pers Soc Psychol Bull. 2017 May;43(5):729-739. doi: 10.1177/0146167217695558. Epub 2017 Mar 20. PMID: 28903637.

Doré BP, Morris RR, Burr DA, Picard RW, Ochsner KN. Helping Others Regulate Emotion Predicts Increased Regulation of One's Own Emotions and Decreased Symptoms of Depression. Pers Soc Psychol Bull. 2017 May;43(5):729-739. doi: 10.1177/0146167217695558. Epub 2017 Mar 20. PMID: 28903637.

Martinez, Daniel & Lombraña, Daniel & Grey, Francois & Hwu, Edwin. (2016). A Crowdsourcing-based Air Pollution Measurement System Using DIY Atomic Force Microscopes. Human Computation. 3. 10.15346/hc.v3i1.14.

Picard, Rosalind & Regalia, Giulia & Caborni, Chiara & Migliorini, Matteo & Onorati, Francesco. (2016). Embrace, a wearable convulsive seizure detection and alert system: First performance report of a case study in real-life settings.

Fedor S, Chau P, Bruno N, Picard R, Camprodon J Can We Predict Depression From the Asymmetry of Electrodermal Activity? iproc 2016;2(1):e23 URL: https://www.iproc.org/2016/1/e23 DOI: 10.2196/iproc.6117

Onorati, Francesco & Regalia, Giulia & Caborni, Chiara & Picard, Rosalind. (2016). Improving convulsive seizure detection by exploiting data from outpatient settings using the Embrace wristband.

Ghandeharioun A, Azaria A, Taylor S, Picard RW. "Kind and Grateful": A Context-Sensitive Smartphone App Utilizing Inspirational Content to Promote Gratitude. Psychol Well Being. 2016;6:9. doi: 10.1186/s13612-016-0046-2. Epub 2016 Jul 4. PMID: 27441170; PMCID: PMC4932143.

Daniel J. McDuff, Javier Hernandez, Sarah Gontarek, and Rosalind W. Picard. 2016. COGCAM: Contact-free Measurement of Cognitive Stress During Computer Tasks with a Digital Camera. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI '16). Association for Computing Machinery, New York, NY, USA, 4000–4004. https://doi.org/10.1145/2858036.2858247

Morris RR, Schueller SM, Picard RW. Efficacy of a Web-based, crowdsourced peer-to-peer cognitive reappraisal platform for depression: randomized controlled trial. J Med Internet Res. 2015 Mar 30;17(3):e72. doi: 10.2196/jmir.4167. PMID: 25835472; PMCID: PMC4395771.

Regalia, Giulia & Onorati, Francesco & Migliorini, Matteo & Picard, Rosalind. (2015). An improved wrist-worn convulsive seizure detector based on accelerometry and electrodermal activity sensors.