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.

Bernal, Guillermo, Malika Chhibber, Mradul Bhatnagar, Urvil Jivani, Nelson Hidalgo, Anthony Levasseur, and Pattie Maes. 2023. Fascia Ecosystem: A Step Forward in Sleep Engineering and Research. 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’23), no. Sydney Australia, (July )

Bernal, Guillermo, Malika Chhibber, Mradul Bhatnagar, Urvil Jivani, Nelson Hidalgo, Anthony Levasseur, and Pattie Maes. Pioneering Remote Sleep Research: A Comparative Study of Sleep Stage Parameters in Diverse Datasets for Enhanced Interventions. SLEEP 2023, the 37th Annual Meeting of the Associated Professional Sleep Societies, LLC (APSS), June 6, 2023.

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]

Jain A, Schoeller F, Horowitz A, Hu X, Yan G, Salomon R and Maes P (2023) Aesthetic chills cause an emotional drift in valence and arousal. Front. Neurosci. 16:1013117. doi: 10.3389/fnins.2022.1013117

C. R. Taylor, S. S. Srinivasan, S. H. Yeon, M. K. O'Donnell, T. J. Roberts, H. M. Herr, Magnetomicrometry, Sci.Robot. 6, eabg0656 (2021), DOI: 10.1126/scirobotics.abg0656

@misc{sarawgi2020uncertaintyaware, title={Uncertainty-Aware Multi-Modal Ensembling for Severity Prediction of Alzheimer's Dementia}, author={Utkarsh Sarawgi and Wazeer Zulfikar and Rishab Khincha and Pattie Maes}, year={2020}, eprint={2010.01440}, archivePrefix={arXiv}, primaryClass={cs.LG} }

@misc{sarawgi2020unified, title={Why have a Unified Predictive Uncertainty? Disentangling it using Deep Split Ensembles}, author={Utkarsh Sarawgi and Wazeer Zulfikar and Rishab Khincha and Pattie Maes}, year={2020}, eprint={2009.12406}, archivePrefix={arXiv}, primaryClass={cs.LG} }

@article{sarawgi2020multimodal, title={Multimodal Inductive Transfer Learning for Detection of Alzheimer's Dementia and its Severity}, author={Sarawgi, Utkarsh and Zulfikar, Wazeer and Soliman, Nouran and Maes, Pattie}, journal={arXiv preprint arXiv:2009.00700}, year={2020} }

Nosakhare, E., and Picard. R. 2019. Toward Assessing and Recommending Combinations of Behaviors for Improving Health and Well-Being. ACM Trans. Comput. Healthcare 1, 1, Article 4 (December 2019), 29 pages.

P. Pataranutaporn, A. Jain, C. M. Johnson, P. Shah and P. Maes, "Wearable Lab on Body: Combining Sensing of Biochemical and Digital Markers in a Wearable Device," 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 3327-3332. doi: 10.1109/EMBC.2019.8857479

Aman Rana, Yauney G, Lowe A, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00133

Perikumar Javia, Rana A, Shapiro NI, Shah P. IEEE Xplore, Proceedings of 17th International Conference on Machine Learning and Applications (2018) (Conference acceptance rate: 14%). DOI: 10.1109/ICMLA.2018.00097

Rudovic, O., Utsumi, Y., Lee, J., Hernandez, J., Castello Ferrer, E., Schuller, B., Picard, R. "CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism." IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018).

Dementyev A., Hernandez J., Choi I., Follmer S., Paradiso J., "Epidermal Robots: Wearable Sensors That Climb On The Skin" In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2 (3), September 2018.

Nosakhare, E. "Probabilistic Latent Variable Modeling for Predicting Future Well-Being and Assessing Behavioral Influences on Mood, Stress and Health", MIT PhD Thesis, September 2018

Johnson, K.T., Taylor, S., Fedor, S., Jaques, N., Chen, W., Picard, R.W. "Vomit Comet Physiology: Autonomic Changes in Novice Flyers." Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018.

B. E. Maimon, K. Sparks, S. S. Srinivasan, A. N. Zorzos, H. M. Herr, Spectrally distinct channelrhodopsins for two-colour optogenetic peripheral nerve stimulation. Nature Biomedical Engineering 2, 485–496 (2018).

Solav, D., K. M. Moerman, A. M. Jaeger, K. Genovese, and H. M. Herr. MultiDIC: an Open-Source Toolbox for Multi-View 3D Digital Image Correlation. IEEE Access 6:30520–30535, 2018.

T. R. Clites, M. J. Carty, J. B. Ullauri, M. E. Carney, L. M. Mooney, J.-F. Duval, S. S. Srinivasan, H. M. Herr, Proprioception from a neurally controlled lower-extremity prosthesis. Sci. Transl. Med. 10, eaap8373 (2018).

P. Shah*, G. Yauney*, O. Gupta, V. Patalano II, M. Mohit, R. Merchant, SV Subramanian. BMJ Open (2018). 8:e018774. PMID: 29678964 * Equal contribution

Eduardo Castello Ferrer, Ognjen Rudovic, Thomas Hardjono, Alex Pentland, “RoboChain: A Secure Data-Sharing Framework for Human-Robot Interaction” eTELEMED 2018.

M. Eilenberg, J. Kuan, and H. Herr. Development and Evaluation of a Powered Artificial Gastrocnemius for Transtibial Amputee Gait, Journal of Robotics, vol. 2018, Article ID 5951965, 15 pages, 2018.

K. Angelino*, P. Shah*, D. Edlund, M. Mohit, G. Yauney. BMC Oral Health 17.1: 162 (2017). PMID: 29284461. * Equal contribution

Taylor, S.*, Jaques, N.*, Nosakhare, E., Sano, A. and Picard, R., "Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health," in IEEE Transactions on Affective Computing, vol. PP, no. 99, pp. 1-1. doi: 10.1109/TAFFC.2017.2784832 *Both authors contributed equally. WINNER: BEST OF COLLECTION

Howe, E., Ghandeharioun, A., Pedrelli, P., Mischoulon, D., Picard, R., Fedor, S. "Location Patterns from Phone Sensors May Help Predict Depressive Symptoms: A Longitudinal Pilot Study," Association for Behavioral and Cognitive Therapies Annual Convention – Tech SIG, San Diego, CA, November 2017.

A. Rana, G. Yauney, L. C. Wong, O. Gupta, A. Muftu, P. Shah. IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT). IEEE (2017). DOI: 10.1109/HIC.2017.8227605

E. Yee, S. Lathwal, P. Shah, H. Sikes. ACS sensors 2.11 (2017): 1589-1593. PMID: 29090909

Pedrelli, P., Howe, E., Mischoulon, D., Picard, R., Ghandeharioun, A., Fedor, S."Integrating EMA, clinical assessment and wearable sensors to examine the association between MDD and alcohol use," Connected Health Conference, Boston, MA, October 2017.

K. Angelino, D. A. Edlund, G. Bhatia, S. Wu, P. Shah. IEEE 17th International Conference on Bioinformatics and Bioengineering (2017). DOI: 10.1109/BIBE.2017.00-33

G. Yauney, K. Angelino, D. A. Edlund, P. Shah. IEEE 17th International Conference on Bioinformatics and Bioengineering (2017). DOI: 10.1109/BIBE.2017.00-37

Ghandeharioun, A., Fedor, S., Sangermano, L., Ionescu, D., Alpert, J., Dale, C., Sontag, D., Picard, R. "Objective assessment of depressive symptoms with machine learning and wearable sensors data," International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas, October 2017.

A. Dementyev, J. Hernandez, S. Follmer, I. Choi, and J. Paradiso. "SkinBot: A Wearable Skin Climbing Robot." ACM User Interface Software and Technology Symposium, October 2017.

Stolyarov, R. M., Burnett, G., & Herr, H. (2017). Translational Motion Tracking of Leg Joints for Enhanced Prediction of Walking Tasks. IEEE Transactions on Biomedical Engineering, 1-1. doi:10.1109/tbme.2017.2718528

Chen, W.*, Sano, A.*, Lopez, D., Taylor, S., McHlll, A. W., Phillips, A. J., Barger, L.K., Czeisler, C. A., Picard, R. W. "Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks," Sleep 2017 (oral), June 2017.

Grossman N, Bono D, Dedic N*, Kodandaramaiah SB*, Rudenko A, Suk HJ, Cassara AM, Neufeld E, Kuster N, Tsai LH, Pascual-Leone A, Boyden ES (2017) Noninvasive Deep Brain Stimulation via Temporally Interfering Electric Fields, Cell 169(6):1029-1041. (* equal contribution)

S. S. Srinivasan, M. J. Carty, P. W. Calvaresi, T. R. Clites, B. E. Maimon, C. R. Taylor, A. N. Zorzos, H. Herr, On prosthetic control : A regenerative agonist-antagonist myoneural interface, 2, eaan2971 (2017).

Ghandeharioun, A., Fedor, S., Sangermano, L., Alpert, J., Dale, C., Ionescu, D., Picard, R. "Location Variability from Commodity Phone Sensors Is Negatively Associated with Self-Reported Depression Score: A Pilot Study," Association for Psychological Science (APS) annual convention, Boston, May 2017.

T. R. Clites, M. J. Carty, H. M. Herr, in Plastic Surgery Research Council, (2017), p. 119.

Sangermano, L., Ghandeharioun, A., Picard, R., Alpert, J., Dale, C., Fedor, S., Ionescu, D. "Incoming Cell Phone Data as a Potential Predictor of Depression Severity: A Pilot Study," Anxiety and Depression Conference (ADAA), San Fransisco, April 2017.

Ghandeharioun, A., Sangermano, L., Picard, R., Alpert, J., Dale, C., Ionescu, D., Fedor, S. "Objective vs. Subjective Reports of Sleep Quality in Major Depressive Disorder: A Pilot Study," Anxiety and Depression Conference (ADAA), San Fransisco, April 2017.

K. Angelino, D. A. Edlund, P. Shah. Near-Infrared Imaging for Detecting Caries and Structural Deformities in Teeth. Journal of Translational Engineering in Health and Medicine (2017). PMID: 28507826

T. R. Clites, M. J. Carty, S. Srinivasan, A. N. Zorzos, H. M. Herr, A murine model of a novel surgical architecture for proprioceptive muscle feedback and its potential application to control of advanced limb prostheses., J. Neural Eng. 14, aa614b (2017).

Chen, W.*, Sano, A.*, Lopez, D., Taylor, S., McHill, A. W., Phillips, A. J. K., Barger, L. K., Klerman, E. B., and Picard, R. W., "Multimodal Ambulatory Sleep Detection," In Proc. IEEE International Conference on Biomedical and Health Informatics (BHI), Orlando, Florida, pp. 465-468, 2017. (*equal contribution)

Maimon BE, Zorzos AN, Bendell R, Harding A, Fahmi M, Srinivasan S, Calvaresi P, Herr HM. J Neural Eng. 2017 Feb 3;14(3): 034002

Jaques, N., Taylor, S., Nosakhare, E., Sano, A., Picard, R. In Proc. NIPS Workshop on ML in Health, Barcelona, Spain, December 2016. **BEST PAPER AWARD**

Lin, B., Moerman, K. M., McMahan, C. G., Pasch, K. A., & Herr, H. M. Low-Cost Methodology for Skin Strain Measurement of a Flexed Biological Limb. IEEE Transactions on Biomedical Engineering, PP(99), 2016.

Almaatouq, A., Radaelli, L., Pentland, A., & Shmueli, E. (2016). Are You Your Friends’ Friend? Poor Perception of Friendship Ties Limits the Ability to Promote Behavioral Change. PloS one, 11(3), e0151588. Chicago

Taylor, S. "Characterizing Electrodermal Responses during Sleep in a 30-day Ambulatory Study", MIT Master's Thesis, September 2016.

Taylor, S., Sano, A., and Picard, R. W. "Findings from Modeling Peaks in Electrodermal Activity during Sleep as a Point Process" 56th Annual Meeting of the Society for Psychophysiological Research, Minnesota, USA, September 2016.

Ekblaw, Ariel, Asaph Azaria, John D. Halamka, and Andrew Lippman. "A Case Study for Blockchain in Healthcare:“MedRec” prototype for electronic health records and medical research data." (2016).

Azaria, Asaph, Ariel Ekblaw, Thiago Vieira, and Andrew Lippman. "MedRec: Using Blockchain for Medical Data Access and Permission Management." In Open and Big Data (OBD), International Conference on, pp. 25-30. IEEE, 2016.

R. S. Puri, A. G. Athanassiadis, N. Gill, S. S. Sathya, G. Rathod, A. Wahi, G. Satat, M. Majmudar, P. Shah. IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC). pp. 1870-1873. IEEE, (2016). PMID: 28268691

J.F. Duval, H. M. Herr

J.F. Duval, H. M. Herr

J. Markowitz and H. Herr. Human Leg Model Predicts Muscle Forces, States, and Energetics during Walking, PLoS Computational Biology, vol. 5, no. 12, May. 2016.

B. Maimon, A. N. Zorzos, K. W. Song, R. Bendell, R. Riso, H. M. Herr

Sano. A., Taylor, S., and Picard, R., "Associations between mental health and academic performance, sleep behaviors, trait and daily behaviors in college students," Anxiety and Depression Conference, April 2016

Sengeh DM, Moerman, K. M., Petron A, Herr H.M.

L. M. Mooney, H. M. Herr

H. M. Herr, R. R. Riso, K. W. Song, R. J.Casler, M. J. Carty, Peripheral Neural Interface Via Nerve Regeneration to Distal Tissues. US Patent US20160346099 (2016).