Threat affects risk preferences in movement decision making by Megan K. O'Brien, Alaa A. Ahmed

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Asymmetric valuation of gains and losses in effort-based decision making. by Megan K O'Brien, Alaa A Ahmed

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Take a stand on your decisions, or take a sit: posture does not affect risk preferences in an economic task by Megan K. O’Brien, Alaa A. Ahmed

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AI in Rehabilitation Medicine: Opportunities and Challenges by Francesco Lanotte, Megan K. O’Brien, Arun Jayaraman

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Physical Activity among U.S. Preschool-Aged Children: Application of Machine Learning Physical Activity Classification to the 2012 National Health and Nutrition Examination Survey... by Soyang Kwon, Megan K. O’Brien, Sarah B. Welch, Kyle Honegger

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Inpatient stroke rehabilitation: prediction of clinical outcomes using a machine-learning approach by Yaar Harari, Megan K. O’Brien, Richard L. Lieber, Arun Jayaraman

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An examination of the generalizability of motor costs. by Max Berniker, Megan K O'Brien, Konrad P Kording, Alaa A Ahmed

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Effect of Transcranial Direct Current Stimulation versus Virtual Reality on Gait for Children with Bilateral Spastic Cerebral Palsy: A Randomized Clinical Trial by Asmaa Radwan, Hoda A. Eltalawy, Faten Hassan Abdelziem, Rebecca Macaluso, Megan K. O’Brien, Arun Jayaraman

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Wearable Sensors Improve Prediction of Post-Stroke Walking Function Following Inpatient Rehabilitation by Megan K. O'Brien, Sung Y. Shin, Rushmin Khazanchi, Michael Fanton, Richard L. Lieber, Roozbeh Ghaffari, John A. Rogers, Arun Jayaraman

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Augmenting Clinical Outcome Measures of Gait and Balance with a Single Inertial Sensor in Age-Ranged Healthy Adults by Megan K. O’Brien, Marco D. Hidalgo-Araya, Chaithanya K. Mummidisetty, Heike Vallery, Roozbeh Ghaffari, John A. Rogers, Richard Lieber, Arun Jayaraman

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Role of data measurement characteristics in the accurate detection of Parkinson’s disease symptoms using wearable sensors by Nicholas Shawen, Megan K. O’Brien, Sanjeev Venkatesan, Luca Lonini, Tanya Simuni, Jamie L. Hamilton, Roozbeh Ghaffari, John A. Rogers, Arun Jayaraman

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Sleep Monitoring during Acute Stroke Rehabilitation: Toward Automated Measurement Using Multimodal Wireless Sensors by Pin-Wei Chen, Megan K. O’Brien, Adam P. Horin, Lori L. McGee Koch, Jong Yoon Lee, Shuai Xu, Phyllis C. Zee, Vineet M. Arora, Arun Jayaraman

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Advanced Machine Learning Tools to Monitor Biomarkers of Dysphagia: A Wearable Sensor Proof-of-Concept Study by Megan K. O’Brien, Olivia K. Botonis, Elissa Larkin, Julia Carpenter, Bonnie Martin-Harris, Rachel Maronati, KunHyuck Lee, Leora R. Cherney, Brianna Hutchison, Shuai Xu, John A. Rogers, Arun Jayaraman

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Protocol for a randomized controlled trial to evaluate a year-long (NICU-to-home) evidence-based, high dose physical therapy intervention in infants at risk of neuromotor delay by Weiyang Deng, Sofia Anastasopoulos, Raye-Ann deRegnier, Nicole Pouppirt, Ann K. Barlow, Cheryl Patrick, Megan K. O’Brien, Sarah Babula, Theresa Sukal-Moulton, Colleen Peyton, Catherine Morgan, John A. Rogers, Richard L. Lieber, Arun Jayaraman

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Protocol for a randomized controlled trial to evaluate a year-long (NICU-to-home) evidence-based, high dose physical therapy intervention in infants at risk of neuromotor delay. by Weiyang Deng, Sofia Anastasopoulos, Raye-Ann deRegnier, Nicole Pouppirt, Ann K Barlow, Cheryl Patrick, Megan K O'Brien, Sarah Babula, Theresa Sukal-Moulton, Colleen Peyton, Catherine Morgan, John A Rogers, Richard L Lieber, Arun Jayaraman

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Applying machine learning to consumer wearable data for the early detection of complications after pediatric appendectomy by Hassan M. K. Ghomrawi, Megan K. O’Brien, Michela Carter, Rebecca Macaluso, Rushmin Khazanchi, Michael Fanton, Christopher DeBoer, Samuel C. Linton, Suhail Zeineddin, J. Benjamin Pitt, Megan Bouchard, Angie Figueroa, Soyang Kwon, Jane L. Holl, Arun Jayaraman, Fizan Abdullah

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