Rosalind W. Picard

Matton, Katie & Balaji, Purvaja & Ghasemzadeh, Hamzeh & Cooper, Jameson & Mehta, Daryush & Van Stan, Jarrad & Hillman, Robert & Picard, Rosalind & Guttag, John & Abulnaga, Mazdak. (2025). Classifying Phonotrauma Severity from Vocal Fold Images with Soft Ordinal Regression. 10.48550/arXiv.2511.09702.

Zhang, C., Kim, M., Ghorbani, S., Wu, J., Picard, R., Maes, P., & Liang, P. P. (2025). When One Modality Sabotages the Others: A Diagnostic Lens on Multimodal Reasoning. arXiv preprint arXiv:2511.02794.

Jocelyn Scheirer, Rosalind Picard, and Aubrey Cantrell. 2025. Personalized Animations for Affective Feedback: Generative AI Helps to Visualize Skin Conductance. In Proceedings of the 3rd International Workshop on Multimodal and Responsible Affective Computing (MRAC '25). Association for Computing Machinery, New York, NY, USA, 146–151. https://doi.org/10.1145/3746270.3760237

Kim, M., Wang, W., Long, J., Picard, R., Barczi, N., & Maes, P. (2025). Reflective Agency: Ethical and Empirical Framework for AI-Mediated Self-Reflection Systems. Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 8(2), 1440-1452. https://doi.org/10.1609/aies.v8i2.36644

Wazeer Zulfikar, Treyden Chiaravalloti, Jocelyn Shen, Rosalind Picard, and Pattie Maes. 2025. Resonance: Drawing from Memories to Imagine Positive Futures through AI-Augmented Journaling. In Proceedings of the Augmented Humans International Conference 2025 (AHs '25). Association for Computing Machinery, New York, NY, USA, 199–215. https://doi.org/10.1145/3745900.3746099

Lewis, R., Fedor, S., Julia, N.H., Curtiss, J., Kim, J., Jones, N., Mischoulon, D., Quatieri, T.F., Cummins, N., Pedrelli, P., & Picard, R.W. (2025). Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements. Interspeech 2025.

Hidalgo Julia, N.*, Lewis, R., Ferguson*, C., Goldberg, S., Lau, W., Swords, C., Valdivia, G., Wilson-Mendenhall, C., Tartar, R., Picard, R., Davidson, R. (2025) Identifying Vocal and Facial Biomarkers of Depression in Large-Scale Remote Recordings: A Multimodal Study Using Mixed-Effects Modeling. Proc. Interspeech 2025, 5263-5267, doi: 10.21437/Interspeech.2025-2560

Zhang, B., Fedor, S., Stickgold, R., Freedman, M., Nathan, V., Viswanath, V. K., Rahman, S., Duffy, J. F., Czeisler, C. A., & Picard, R. W. (2025, June). Estimating central circadian phase with wrist-worn spectrophotometer in ambulatory environment. Presented at SLEEP 2025: 38th Annual Meeting of the Associated Professional Sleep Societies, Seattle, WA, United States.

Christine Wu, Ila Krishna Kumar, and Rosalind Picard. 2025. Navigating Emotions Through Art: Recommendations for Designing Art-Therapy Based Chatbots for Trauma-Impacted Youth: Recommendations for Designing Art-Therapy Based Chatbots for Trauma-Impacted Youth. In Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '25).

Wazeer Zulfikar, Treyden Chiaravalloti, Jocelyn Shen, Rosalind Picard, and Pattie Maes. 2025. Resonance: Drawing from Memories to Imagine Positive Futures through AI-Augmented Journaling. In The Augmented Humans International Conference 2025 (AHs 2025), March 16–20, 2025, Masdar City, Abu Dhabi, United Arab Emirates. ACM, New York, NY, USA, 17 pages.

Bustos, Cristina & Sole-Ribalta, Albert & Elhaouij, Neska & Borge-Holthoefer, Javier & Lapedriza, Àgata & Picard, Rosalind. (2025). Analyzing the Visual Road Scene for Driver Stress Estimation. IEEE Transactions on Affective Computing. PP. 1-16. 10.1109/TAFFC.2025.3539003.

Bustos, C., Sole-Ribalta, A., Elhaouij, N., Borge-Holthoefer, J., Lapedriza, A., & Picard, R. (2025). Analyzing the visual road scene for driver stress estimation. IEEE Transactions on Affective Computing, 16(3), 1787–1801. https://doi.org/10.1109/TAFFC.2025.3539003

Hamlett GE, Schrader C, Ferguson C, Kobylski LA, Picard R, Locascio JJ, McNally RJ, Cohen LS, Vanderkruik R. Considering Comorbidities and Individual Differences in Testing a Gaming Behavioral Activation App for Perinatal Depression and Anxiety: Open Trial Pilot Intervention Study. JMIR Form Res. 2025 Jan 14;9:e59154. doi: 10.2196/59154. PMID: 39810410; PMCID: PMC11750158.

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

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.

*Lewis, R. A., *Matton, K., Picard, R., & Guttag, J. (2023, December). Improving Domain Generalization in Contrastive Learning using Domain-Aware Temperature Control. In NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation Models & Neurips 2023 Workshop on Self-supervised Learning (*Equal contribution)

B. Zhang, W. V. Chen, G. Regalia, D. M. Goldenholz, and R. W. Picard, “Sleep deficiency is associated with higher next-day generalized tonic-clonic seizure risk”, in American Epilepsy Society 2023 Annual Meeting, 2023.

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

J. Shen, K. Lecamwasam, H. W. Park, C. Breazeal and R. Picard, "Designing Conversational Agents for Emotional Self-Awareness," 2023 11th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), Cambridge, MA, USA, 2023, pp. 1-4, doi: 10.1109/ACIIW59127.2023.10388072.

Lecamwasam, K.H.M. (2023). Pharmamusicology: Exploring the Impact of Music on the Physiology and Psychology of Anxiety Disorders and Well-Being. Master's Thesis, MIT Media Lab.

Lecamwasam, K., Gutierrez Arango, S., Singh, N., Elhaouij, N., Addae, M., & Picard, R. (2023, April). Investigating the Physiological and Psychological Effect of an Interactive Musical Interface for Stress and Anxiety Reduction. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (pp. 1-9).

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.

Coppersmith DDL, Wang SB, Kleiman EM, Maimone JS, Fedor S, Bentley KH, Millner AJ, Fortgang RG, Picard RW, Beck S, Huffman JC, Nock MK. Real-time Digital Monitoring of a Suicide Attempt by a Hospital Patient. General Hospital Psychiatry. 2023;80:35-39. doi: 10.1016/j.genhosppsych.2022.12.005

Contrastive Learning of Electrodermal Activity Representations for Stress Detection; Matton, K*, Lewis, R*, Guttag, J, Picard, R.W. Conference on Health, Inference, and Learning (CHIL) 2023. *Equal contribution

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.

Can a Recommender System Support Treatment Personalisation in Digital Mental Health Therapy? A Quantitative Feasibility Assessment Using Data from a Behavioural Activation Therapy App, Lewis, R., Ferguson, F., Wilks, C., Jones, N., Picard, R.W.; CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI ’22 Extended Abstracts)

Kyung Yun Choi, Neska ElHaouij, Jinmo Lee, Rosalind W. Picard, and Hiroshi Ishii. 2022. Design and Evaluation of a Clippable and Personalizable Pneumatic-haptic Feedback Device for Breathing Guidance. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6, 1, Article 6 (March 2022), 36 pages. https://doi.org/10.1145/3517234

Matthew Groh, Ziv Epstein, Chaz Firestone, Rosalind Picard. "Deepfake detection by human crowds, machines, and machine-informed crowds." Proceedings of the National Academy of Sciences Jan 2022, 119 (1) e2110013119; DOI: 10.1073/pnas.2110013119

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.

Cristina Bustos, Neska Elhaouij, Albert Sole-Ribalta, Javier Borge-Holthoefer, Agata Lapedriza, and Rosalind Picard. "Predicting Driver Self-Reported Stress by Analyzing the Road Scene." in Proceedings of International Conference on Affective Computing and Intelligent Interaction (ACII 2021), preprint arXiv:2109.13225 (2021).

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:

Ferguson, C.* and Lewis, R.*, Wilks, C., Picard, R.W.; The Guardians: Designing a Game for Long-term Engagement with Mental Health Therapy; IEEE Conference of Games 2021. *Equal contribution

Robert Lewis, Yuanbo Liu, Matthew Groh and Rosalind Picard, "Habit Formation Dynamics: Finding Factors Associated with Building Strong Mindfulness Habits" HCI International 2021

R. Lewis, A. Ghandeharioun, S. Fedor, P. Pedrelli, R.W. Picard, D. Mischoulon, "Mixed Effects Random Forests for Personalised Predictions of Clinical Depression Severity", ICML 2021 Computational Approaches to Mental Health workshop

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

Jinmo Lee, Neska Elhaouij, and Rosalind Picard. 2021. AmbientBreath: Unobtrusive Just-in-time Breathing Intervention Using Multi-sensory Stimulation and its Evaluation in a Car Simulator. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5, 2, Article 71 (June 2021), 30 pages. DOI:https://doi.org/10.1145/3463493

Kyung Yun Choi, Jinmo Lee, Neska El Haouij, Rosalind W. Picard, and Hiroshi Ishii. 2021. aSpire: Clippable, Mobile Pneumatic-Haptic Device for Breathing Rate Regulation via Personalizable Tactile Feedback. In CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI ’21 Extended Abstracts), May 8–13, 2021, Yokohama, Japan. ACM, New York, NY, USA, 7 pages.

Lewis, Robert, et al. "Shaping Habit Formation Insights with Shapley Values: Towards an Explainable AI-system for Self-understanding and Health Behavior Change." CHI 2021 Workshop Paper. Realizing AI in Healthcare: Challenges Appearing in the Wild.

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.

Meyer, A. K., Fedor, S., Ghandeharioun, A., Mischoulon, D., Picard, R. & Pedrelli, P. (2020). Feasibility and Acceptability of the Empatica E4 Sensor to Passively Assess Physiological Symptoms of Depression. ABCT.

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.

Vujic, A., Tong, S., Picard, R., & Maes, P. (2020). Going with our Guts: Potentials of Wearable Electrogastrography (EGG) for Affect Detection. Proceedings of the 2020 International Conference on Multimodal Interaction.

Johnson, K.T. & Picard, R.W. (2020). Advancing Neuroscience through Wearable Devices. Neuron 108(1), 8-12.

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

Jeong, Sooyeon, et al. "A Robotic Positive Psychology Coach to Improve College Students’ Wellbeing." Proceedings of the 29th IEEE International Conference on Robot and Human Interactive Communication (Ro-Man 2020) **Best Paper Award**

Sebastian Zepf, Javier Hernandez, Alexander Schmitt, Wolfgang Minker, and Rosalind W. Picard. 2020. Driver Emotion Recognition for Intelligent Vehicles: A Survey. ACM Comput. Surv. 53, 3, Article 64 (June 2020), 30 pages. DOI:https://doi.org/10.1145/3388790

Narain, J.*, Johnson, K.T.*, O’Brien, A., Wofford, P., Maes, P., Picard, R.W. "Nonverbal Vocalizations as Speech: Characterizing Natural-Environment Audio from Nonverbal Individuals with Autism," Proceedings of the Workshop on Laughter and Other Nonverbal Vocalisations, Bielefeld, Germany, October 2020. (*Co-first authors/Equal contribution)