Albert, M., Lin, L., Spector, J. M., Dunn, L. S. Bridging Human Intelligence and Artificial Intelligence. New York, NY: Springer - AECT.
Albert, M. (2022). Moye R, Liang C, Albert MV (2022) Early visual processing: a computational approach to understanding primary visual cortex. In Bridging Human Intelligence and Artificial Intelligence editors Albert MV, Lin L, Spector JM, Dunn L. Springer Publishing..
Albert, M. (2022). Rafiq RB, Albert MV (accepted) Transfer learning: leveraging trained models on novel tasks. In Bridging Human Intelligence and Artificial Intelligence, editors Albert MV, Lin L, Spector JM, Dunn L. Springer Publishing..
Xiao, T., Albert, M. V. (2021). Xiao T, Albert MV (2021) “Big Data in Medical AI: how larger datasets lead to robust, automated learning for healthcare” in Artificial Intelligence in Brain and Mental Health. Editors: Marcello Ienca, Mingyu Liang, Fabrice Jotterand. Springer.
Albert, M. V. (2017). Albert MV, Shparii I, Zhao X (2017) “The applicability of inertial sensors for locomotion and posture” in Locomotion and Posture in Older Adults: The Role of Aging and Movement Disorders. Editors: Fabio Augusto Barbieri and Rodrigo Vitório. Springer.
Albert, M. V. (2009). Albert MV, Field DJ (2009) Neural Representation and Coding. Encyclopedia of Perception, Ed. E.B. Goldstein et al., SAGE Press.. SAGE Press.
Albert, M. V. (2023). Rafiq RB, Karim SA, Albert MV (2023) An LSTM-based Gesture-to-Speech Recognition System. IEEE International Conference on Healthcare Informatics (ICHI 2023).
Caldwell, J., Feng, W., Byun, M., Albert, M. V., Shu, T., Ji, Y. (2023). Exploring Power and Thermal Dynamics in the Summit Supercomputer: A Data Visualization Study. 7th Annual Smoky Mountains Computational Sciences Data Challenge (SMCDC).
Yi, Z., Blanco, E., Fan, H., Albert, M. (2022). BAPO: A Large-Scale Multimodal Corpus for Ball Possession Prediction in American Football Games. IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).
Albert, M. V. (2022). Liu Z, Exley T, Meek A, Yang R, Zhao H, Albert MV “Predicting GPU Performance and System Parameter Configuration Using Machine Learning” ISVLSI-2022 (IEEE Computer Society Annual Symposium on VLSI).
Ranasinghe,, I., Dantu, R., Yuan, C., Albert, M. V. (2021). A Collaborative and Adaptive Feedback System for Physical Exercises. New York: The 7th IEEE International Conference on Collaboration and Internet Computing (CIC).
Xiao, T., Greenberg, R., Albert, M. V. (2021). Design and assessment of a task-driven introductory data science course taught concurrently in multiple language: Python, R, and MATLAB. 26th ACM INNOvation and Technology in Computer Science Education (ITiCSE 2021).
Albert, M. V. (2021). Ranasinghe I, Dantu D, Albert MV, Watts S (2021) Cyber-Physiotherapy: Rehabilitation to training. 2021 IFIP / IEEE International Symposium on Integrated Network Management, pg 1054-1057.
Albert, M. (2021). Ranasinghe I, Dantu D, Albert MV, Watts S (2021) Cyber-Physiotherapy: Rehabilitation to training. 2021 IFIP / IEEE International Symposium on Integrated Network Management, pg 1054-1057.
Ranasinghe, I., Dantu, P., Dantu, P. V., Watts, S., Ocana, R. (2021). Cyber-Physiotherapy: Rehabilitation to Training. 1054-1057. New York: 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM),.
Xiao, T., Tabashum, T., Olness, G. S., Mahbub, I., Berman, D., Tasneem, N., Albert, M. V. (2020). Mobile Diarization Dashboard Application and Remote Vocalization Sensor Prototype for Evaluating Communication Rehabilitation Effectiveness. 2020 American Congress of Rehabilitation Medicine Conference.
Meyarian, A., Namdari, H., Yuan, X., Albert, M. V., Roeske, J. C. (2020). Phantom Tumor Tracking in Dual-Energy Fluoroscopy using a Kalman Filter. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2023--2026.
Mayarian, A., Namdari, H., Yuan, X., Roeske, J., Albert, M. V. (2020). Phantom Tumor Tracking in Dual-Energy Fluoroscopy using a Kalman Filter. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Seoul, Korea, 2020, pp. 2023-2026, doi: 10.1109/BIBM49941.2020.9313322..
Nacar, E., Nanda, D., Albert, B., Panici, C., Albert, M. V. (2020). Temporal Distance Map: A warped isochrone map depicting accurate travel times. GEOProcessing 2020 - The Twelfth International Conference on Advanced Geographic Information Systems, Applications, and Services..
Rafiq, R., Modave, F., Guha, S., Albert, M. V. (2020). Validation methods to promote real-world applicability of machine learning in medicine. The 3rd International Conference on Digital Medicine and Image Processing (DMIP 2020). November 6-9, 2020..
Wang, S., Park, J., Park, H., Nanda, D., Albert, M. V. (2020). Wearable spasticity estimation and validation using machine learning. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Seoul, Korea, 2020, pp. 2109-2112, doi: 10.1109/BIBM49941.2020.9313130..
Xiao, T., Tabashum, T., Jebamalaidass, R., Du, A., Leal, M., Oliviera, E., Metwally, B., Albert, M. V. (2020). “Conversation Moderator: A mobile app for tracking individual speaking in group conversations”, 14th IEEE International Conference on Semantic Computing (ICSC 2020), San Diego, Feb 3-5, 2020..
Ranasinghe, I., Jayaraman, A., Xiao, T., Dantu, R., Thompson, M. A., Albert, M. (2020). Home Care Robotic Assistant Prototype for Remote Human Supervision: Development and Pilot Analysis of Exercise Repetition Counting over Multiple Viewing Angles. 1. ARCM: Archives of Physical Medicine and Rehabilitation.
Kwon, S., Sindu, P., Nickele, K., Zavos, P., Sugianto, A., Albert, M. V. (2019). Accelerometer-Based Activity Classification Algorithm for Toddlers: Machine Learning Approach: 1364: Board\# 126 May 30 9: 30 AM-11: 00 AM. Other. 51(6), 363--364. LWW.
Georgaras, A., Urs, N., Nolan, P., Singh, H., Albert, M. (2019). Efficient visual neural coding tutorial for grayscale, color, binocular, and video to produce primary visual cortex neural receptive fields. Society for Neuroscience conference (SfN 2019) Oct 19, 2019..
Albert, M., Mummidisetty, C., Tabashum, T., Jayaraman, A. (2019). PCA Composite Evaluation of Outcomes for Microprocessor Knee versus Mechanical Knee in Individuals with Dysvascular Transfemoral Amputations. Biomedical Engineering Society conference (BMES 2019).
Saffo, D., Kilmarx, J., Borhani, S., Abiri, R., Zhao, X., Albert, M. V. (2018). Convolutional Neural Networks for a Cursor Control Brain Computer Interface. Biomedical Engineering Society conference (BMES 2018).
Albert, M. V. (2023). Kota VD, Sharma H, Albert MV, Mahbub I, Mehta G, Namuduri K. (2023) A low-power wireless system for predicting early signs of sudden cardiac arrest incorporating an optimized CNN model implemented on NVIDIA Jetson. Sensors, 23(4), 2270; https://doi.org/10.3390/s23042270 (Special Issue Wearable Sensors for Physical Activity and Healthcare Monitoring).
Albert, M. V. (2023). Rafiq RB, Yount S, Jerousek S, Roth EJ, Cella D, Albert MV, Heinemann AW (2023) Feasibility of PROMIS using Computerized Adaptive Testing during Inpatient Rehabilitation. Journal of Patient-Reported Outcomes, May 10;7(1):44. doi: 10.1186/s41687-023-00567-x.
Albert, M. V. Botonis OK, Harari Y, Embry KR, Mummidisetty CK, Riopelle D, Giffhorn M, Albert MV, Heike V, Jayaraman A (2022) Wearable airbag technology and machine learned models to mitigate falls after stroke. Journal of NeuroEngineering and Rehabilitation, 19:60..
Albert, M. V. (2022). Exley T, Moudy S, Patterson R, Kim J, Albert MV. (2022) Predicting UPDRS Motor Symptoms in Individuals with Parkinson’s Disease from Force Plates Using Machine Learning. IEEE Journal of Biomedical and Health Informatics, 26 (7), pg 3486-3494. doi: 10.1109/JBHI.2022.3157518.
Albert, M. V. Tabashum T, Xiao T, Jayaraman C, Mummidisetty CK, Jayaraman A, Albert MV (2022) Autoencoder Composite Scoring to Evaluate Prosthetic Performance in Individuals with Lower Limb Amputation. Bioengineering, 9(10), 572. https://doi.org/10.3390/bioengineering9100572.
Tabashum, T., Zaffer, A., Yousefzai, R., Colletta, K., Jost, M., Park,, Chawla, J., Albert, M. V., Gaynes, B., Xiao, T. (2021). (2021) Detection of Parkinson’s Disease through Automated Pupil Tracking of the Post-illumination Pupillary Response. Frontiers in Medicine. 8:645293. doi: 10.3389/fmed.2021.645293 (IF 5.1, 9 pages).
Gaynes,, Zaffer,, Yousefzai, R., Chazaro-Cortes, M., Colette, K., Kletzel, S., Jost, M., Park, Y., Chawla, J., Albert, M. V., Xiao, T. (2021). (2021) Variable abnormality of the melanopsin-derived portion of the pupillary light reflex in patients with Parkinson’s disease and parkinsonism features. Neurological Sciences, 1-8. DOI: 10.1007/s10072-021-05245-8 (8 pages).
Behpour, S., Mohammadi, M., Albert, M. V., Alam, Z., Wang, L., Xiao, T. (2021). Behpour S, Mohammadi M, Albert MV, Alam Z, Wang L, Xiao T (2021) Automatic Trend Detection: Time-Biased Document Clustering. Knowledge-based Systems, vol 220, 106907. doi:10.1016/j.knosys.2021.106907 (IF 8.0, 13 pages).
Albert, M. (2021). Harari Y, Shawen N, Mummidisetty CK, Albert MV, Kording KP, Jayaraman A (2021) A smartphone-based online system for fall detection with alert notifications and contextual information of real-life falls. Journal of NeuroEngineering and Rehabilitation, 18 (1) 1-13. (IF 3.5, 13 pages).
Albert, M. (2021). Urs N, Behpour S, Georgaras A, Albert MV (2021) Unsupervised learning in images and audio to produce neural receptive fields: a survey and accessible notebook. Artificial Intelligence Review. https://doi.org/10.1007/s10462-021-10047-7.
Jayaraman, C., Mummidisetty, C., Albert, M. V., Lipschutz, R., Hoppe-Ludwig, S., Mathur, G., Jayaraman, A. (2021). Using a microprocessor knee (C-Leg) transitioned individuals with dysvascular transfemoral amputations to higher MFCL functional levels: A longitudinal randomized clinical trial. Journal of NeuroEngineering and Rehabilitation, 18, 88. https://doi.org/10.1186/s12984-021-00879-3 (IF 3.5, 13 pages).
Zelman, S., Dow, M., Tabashum, T., Xiao, T., Albert, M. V. (2020). Accelerometer-based automated counting of ten exercises without exercise-specific training or tuning. Journal of Healthcare Engineering, vol. 2020, Article ID 8869134, 6 pages, 2020. https://doi.org/10.1155/2020/8869134.
Albert, M., Sugianto, A., Nickele, K., Zavos, P., Sindu, P., Ali, M., Kwon, S. (2020). Albert MV, Sugiano A, Nickele K, Zavos P, Sindu P, Ali M, Kwon S (2020) Hidden Markov Model-based Activity Recognition for Toddlers. Physiological Measurement 41 (2) 25003.. Other.
Kwon, S., Zavos, P., Nickele, K., Sugianto, A., Albert, M. V. (2019). Kwon S, Zavos P, Nickele K, Sugianto A, Albert MV (2019) Hip and Wrist-Worn Accelerometer Data Analysis for Toddler Activities. International Journal of Environmental Research and Public Health 16(14), 2598.. International Journal of Environmental Research and Public Health. 16(14), 2598. Multidisciplinary Digital Publishing Institute.
Sok, P., Xiao, T., Azeze, Y., Jayaraman, A., Albert, M. V. (2018). Activity Recognition for Incomplete Spinal Cord Injury Subjects using Hidden Markov Models. IEEE Sensors 18(15), 6369-6374..
Albert, M. V., Courtois, M. (2017). Albert MV, Azeze Y, Courtois M, Jayaraman A. (2017) In-lab versus at-home activity recognition in ambulatory subjects with incomplete spinal cord injury. Journal of NeuroEngineering and Rehabilitation 14:10. doi: 10.1186/s12984-017-0222-5.
Albert, M. V. (2016). Deems-Dluhy SL, Jayaraman C, Green S, Albert MV, Jayaraman A (2016) Evaluating the functionality and usability of two novel wheelchair anti-rollback devices for ramp ascent in manual wheelchair users with spinal cord injury, PM&R, doi: 10.1016/j.pmrj.
Albert, M. V. (2016). Orendorff EE, Kalesinskas L, Palumbo RT and Albert MV (2016) Bayesian Analysis of Perceived Eye Level. Front. Comput. Neurosci. 10:135. doi:10.3389/fncom.2016.00135.
Albert, M. V. (2014). Albert MV, Deeny S, McCarthy C, Valentin J, Herrmann M, Jayaraman A. Monitoring Daily Function in Individuals with Transfemoral Amputations using a Commercial Activity Monitor. Physical Medicine and Rehabilitation (in press). Other. http://www.pmrjournal.org/article/S1934-1482(14)00279-2/abstract
Albert, M. V. (2014). Antos S, Albert MV, Kording K (2014) Hand, belt, pocket, or bag: practical activity tracking with mobile phones. Journal of Neuroscience Methods - Special issue on motion capture techniques in animal models and humans (231) 22-30. Other.
Albert, M. V., Deeny, S., McCarthy, C., Valentin, J., Jayaraman, A. (2014). Monitoring daily function in persons with transfemoral amputations using a commercial activity monitor: a feasibility study. Other. 6(12), 1120--1127.
Albert, M. V. (2013). Albert MV, McCarthy C, Valentin J, Herrmann M, Kording K, Jayaraman A (2013) Monitoring functional capability of individuals with lower limb amputations using mobile phones. PLoS ONE 8(6): e65340.. PLOS One.
Albert, M. V. (2013). Mhatra PV, Vilares I, Stibb SM, Albert MV, Pickering L, Marciniak C, Kording K, Toledo S (2013) Wii Fit Balance Board Playing Improves Balance and Gait in Parkinson Disease. Physical Medicine and Rehabilitation 3 (10) S264. Other.
Albert, M. V. (2012). Albert MV, Catz N, Their P, Kording KP (2012) Saccadic gain adaptation is predicted by the statistics of natural fluctuation in oculomotor function. Frontiers in Computational Neuroscience 6:96. Other.
Albert, M. V. (2012). Albert MV, Kording KP, Herrmann M, Jayaraman A (2012) Fall classification by machine learning using mobile phones. PLoS ONE 7(5): e36556. PLOS One.
Albert, M. V. (2012). Albert MV, Toledo S, Shapiro M, Kording KP (2012) Using mobile phones for activity recognition in Parkinson’s patients. Frontiers in Neurology 3:158. Other.
Murtaugh, B., Albert, M. V., Karvelas, K., Marciniak, C. M., Toledo, S. D. (2012). Poster 365 Does a Supervised Program in Physical Therapy and/or Occupational Therapy Improve Pain Scores in Patients with Parkinson Disease?. Other. 4, S314--S315.
Albert, M. V. (2011). Albert MV, Kording KP (2011) Determining posture from physiological tremor. Experimental Brain Research. 215 (3), 247-255. Experimental Brain Research.
Albert, M. V. (2011). Fernandes HL*, Albert MV*, Kording KP (2011) (* contrib equally) Measuring generalization of visuomotor perturbations in wrist movements using mobile phones. PLoS ONE 6(5): e20290.. PLOS One.
Fernandes, H. L., Albert, M. V., Kording, K. P. (2011). Measuring generalization of visuomotor perturbations in wrist movements using mobile phones. PLOS One. 6(5), . Public Library of Science.
Toledo, S. D., Albert, M. V., Kording, K., Marciniak, C. M., Mhatre, P. V., Pickering, L., Stibb, S. M., Vilares, I. (2011). Poster 268 Wii Video Game Balance-board Training: Does It Improve Balance and Gait in Adults With Parkinson Disease?. Other. 3, S264--S264.
Albert, M. V. (2008). Albert MV, Schnabel A, Field DJ (2008) Innate Visual Learning through Spontaneous Activity Patterns. PLoS Computational Biology 4(8). PLOS Computational Biology.
Albert, M. V. (2007). Sohn, M-H, Albert MV, Stenger VA, Jung K-J, Carter CS, & Anderson JR (2007) Anticipation of conflict monitoring in the anterior cingulate cortex and the prefrontal cortex. Proceedings of National Academy of Science, 104(25): 10330.. Proceedings of the National Academy of Sciences of the United States of America.
Albert, M. V. (2005). Anderson, JR, Albert MV, & Fincham JM (2005) Tracing Problem Solving in Real Time: fMRI Analysis of the Subject-Paced Tower of Hanoi. Journal of Cognitive Neuroscience, 17 1261-1274.. Other.
Anderson, J. R., Albert, M. V., Fincham, J. M. (2005). Tracing problem solving in real time: fMRI analysis of the subject-paced Tower of Hanoi. Other. 17(8), 1261--1274. MIT Press 238 Main St., Suite 500, Cambridge, MA 02142-1046 USA journals~….
Albert, M. V. (2003). Faeder J, Albert MV, and Ladanyi BM (2003) Molecular dynamics simulations of the interior of aqueous reverse micelles. A comparison between sodium and potassium counterions. Langmuir, 19, 2514-2520.. Langmuir.
Faeder, J., Albert, M. V., Ladanyi, B. M. (2003). Molecular dynamics simulations of the interior of aqueous reverse micelles: A comparison between sodium and potassium counterions. Langmuir. 19(6), 2514--2520. ACS Publications.
Albert, M. V. (2014). Use of Fitbit Activity Monitor Successfully Assessed Transfemoral Amputee Activity Levels. http://www.healio.com/orthotics-prosthetics/prosthetics/news/print/o-and-p-news/%7Ba0779160-8284-4839-9b36-7d3ebd65ab32%7D/use-of-fitbit-activity-monitor-successfully-assessed-transfemoral-amputee-activity-levels
Kording, K., Albert, M. V., Levien, A. (2018). Medical evaluation system and method using sensors in mobile devices.
Heinemann, A. W., Jerousek, S., Sliwa, J., French, E., Garcia, E., Thomas, M., McKula, T., Snyder, T., Henry, M., Kording, K., others, (2015). Systems and methods for a rehabilitation dashboard.
Albert, M. V. (2010). Albert MV (2010) Normative Visual Development: innate learning in the early visual system, Ph.D. Thesis, Field of Computational Biology, Cornell University..
Albert, M. V. (2015). Electronic Activity Monitors Could be Helpful in Clinical, Public Health, Rehabilitation Settings. Orthotics / Prosthetics News. http://www.healio.com/orthotics-prosthetics/prosthetics/news/print/o-and-p-news/%7Ba0779160-8284-4839-9b36-7d3ebd65ab32%7D/use-of-fitbit-activity-monitor-successfully-assessed-transfemoral-amputee-activity-levels
Albert, M. V. (2015). Albert MV (2015) The Brain Geography Mini-Course: a neuroscience outreach effort. Loyola University e-commons report..