journal publications

          2026

          1. Ann. Neurology
            A Digital Measure of Eye Movements During Reading Sensitively Captures Oculomotor and Speech Dysfunction, Early Changes, and Disease Progression in Ataxias
            Brandon Oubre, Faye Yang, Anna Luddy, Rohin Manohar, Nancy N. Soja, Christopher D. Stephen, Jeremy D. Schmahmann, Divya Kulkarni, Lawrence White, Siddharth Patel, and Anoopum S. Gupta
            Ann. Neurology 2026
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          2025

          1. Cerebellum
            Submovements derived from wearable sensors capture ataxia severity and differ across motor tasks and directions of motion
            Siddharth Patel, Brandon Oubre, Christopher D Stephen, Jeremy D Schmahmann, and Anoopum S Gupta
            Cerebellum 2025
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          2. TBME Featured Article
            Contrastive Learning Model for Wearable-based Ataxia Assessment
            Juhyeon Lee, Brandon Oubre, Jean-Francois Daneault, Christopher D Stephen, Jeremy D Schmahmann, Anoopum S Gupta, and Sunghoon Ivan Lee
            IEEE Trans. Biomed. Eng. 2025
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          3. preprint
            Multimodal Digital Phenotyping of Behavior in a Neurology Clinic: Development of the Neurobooth Platform and the First Two Years of Data Collection
            Adonay Nunes, Siddharth Patel, Brandon Oubre, and others
            medRxiv 2025
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          2024

          1. IEEE Access
            Sensitive Quantification of Cerebellar Speech Abnormalities using Deep Learning Models
            Kyriakos Vattis, Brandon Oubre, Anna C. Luddy, Jessey S. Ouillon, Nicole M. Eklund, Christopher D. Stephen, Jeremy D. Schmahmann, Adonay S. Nunes, and Anoopum S. Gupta
            IEEE Access 2024
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          2. JBHI Featured Article
            Detection and Assessment of Point-to-Point Movements during Functional Activities using Deep Learning and Kinematic Analyses of the Stroke-Affected Wrist
            Brandon Oubre, and Sunghoon Ivan Lee
            IEEE J. Biomed. Health Inform 2024
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          2023

          1. Frontiers
            Understanding voluntary human movement variability through data-driven segmentation and clustering
            Jean-Francois Daneault, Brandon Oubre, Jose Garcia Vivas Miranda, and Sunghoon Ivan Lee
            Frontiers Human Neurosci. 2023
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          2. J. Neurology
            Estimation of ataxia severity in children with ataxia‑telangiectasia using ankle‑worn sensors
            Juhyeon Lee, Brandon Oubre, Jean-Francois Daneault, Sunghoon Ivan Lee, and Anoopum S. Gupta
            J. Neurology 2023
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          2022

          1. TBME
            A Kinematic Data-Driven Approach to Differentiate Involuntary Choreic Movements in Individuals with Neurological Conditions
            Yunda Liu, Brandon Oubre, Christian Duval, Sunghoon Ivan Lee, and Jean-Francois Daneault
            IEEE Trans. Biomed. Eng. 2022
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          2. TBME Featured Article
            Estimating Ground Reaction Force and Center of Pressure using Low-Cost Wearable Devices
            Brandon Oubre, Spencer Lane, Skylar Holmes, Katherine Boyer, and Sunghoon Ivan Lee
            IEEE Trans. Biomed. Eng. 2022
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          3. TBME
            Analysis of Gait Sub-Movements to Estimate Ataxia Severity using Ankle Inertial Data
            Juhyeon Lee, Brandon Oubre, Jean-Francois Daneault, Christopher D. Stephen, Jeremy D. Schmahmann, Anoopum S. Gupta, and Sunghoon Ivan Lee
            IEEE Trans. Biomed. Eng. 2022
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          2021

          1. Cerebellum
            Decomposition of Reaching Movements Enables Detection and Measurement of Ataxia
            Brandon Oubre, Jean-Francois Daneault, Kallie Whritenour, Nergis C. Khan, Christopher D. Stephen, Jeremy D. Schmahmann, Sunghoon Ivan Lee, and Anoopum S. Gupta
            Cerebellum 2021
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          2020

          1. TNSRE Featured Article
            Estimating Upper-Limb Impairment Level in Stroke Survivors using Wearable Inertial Sensors and a Minimally-Burdensome Motor Task
            Brandon Oubre, Jean-Francois Daneault, Hee-Tae Jung, Kallie Whritenour, Jose Garcia Vivas Miranda, Joonwoo Park, Taekyeong Ryu, Yangsoo Kim, and Sunghoon Ivan Lee
            IEEE Trans. Neural Syst. Rehabil. Eng. 2020
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          2. TBME
            A Simple Low-Cost Wearable Sensor for Long-Term Ambulatory Monitoring of Knee Joint Kinematics
            Brandon Oubre, Jean-Francois Daneault, Katherine Boyer, Jae Hyun Kim, Mahmood Jasim, Paolo Bonato, and Sunghoon Ivan Lee
            IEEE Trans. Biomed. Eng. 2020
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          2019

          1. IMWUT
            NOSE: A Novel Odor Sensing Engine for Ambient Monitoring of the Frying Cooking Method in Kitchen Environments
            Pooya Khaloo, Brandon Oubre, Jeremy Yang, Tauhidur Rahman, and Sunghoon Ivan Lee
            Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2019
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          conference proceedings

          2025

          1. EMBC
            Submovement Characteristics are Related to the Presence of Parkinson's Disease
            Yunda Liu, Brandon Oubre, Christian Duval, Sunghoon Ivan Lee, and Jean-Francois Daneault
            In 47th Annu. Int. Conf. IEEE Eng. Medicine Biol. Soc. 2025

          2022

          1. BHI
            Estimating Post-Stroke Upper-Limb Impairment from Four Activities of Daily Living using a Single Wrist-Worn Inertial Sensor
            Brandon Oubre, and Sunghoon Ivan Lee
            In IEEE EMBS Int. Conf. Biomed. Health Inform. 2022

          2020

          1. EMBC
            Estimating Quality of Reaching Movement Using a Wrist-Worn Inertial Sensor
            Brandon Oubre, Jean-Francois Daneault, Hee-Tae Jung, Joonwoo Park, Taekyeong Ryu, Yangsoo Kim, and Sunghoon Ivan Lee
            In 42nd Annu. Int. Conf. IEEE Eng. Medicine Biol. Soc. 2020

          posters and abstracts

          2024

          1. Flash Talk
            In-clinic Eye Tracking during Passage Reading Supports Precise Assessment of Oculomotor Signs of Ataxia
            Brandon Oubre
            Int. Congress for Ataxia Res. 2024
          2. In-clinic Eye Tracking during Passage Reading Supports Precise Assessment of Oculomotor Signs of Ataxia
            Brandon Oubre, Faye Yang, Anna Luddy, Rohin Manohar, Nancy N. Soja, Christopher D. Stephen, Jeremy D. Schmahmann, Divya Kulkarni, Lawrence White, Siddharth Patel, and Anoopum S. Gupta
            In 2024
          3. Invited Talk
            Digital and Quantitative Behavioral Phenotyping in Neurologic Disease
            Brandon Oubre
            ML4Health Seminar Series, Broad Insitute 2024

          2021

          1. Invited Talk
            Decomposition of Reaching Movements Enables Detection and Measurement of Ataxia
            Brandon Oubre, Jean-Francois Daneault, Kallie Whritenour, Nergis C. Khan, Christopher D. Stephen, Jeremy D. Schmahmann, Sunghoon Ivan Lee, and Anoopum S. Gupta
            2nd Annu. Massachusetts General Hospital Ataxia Center Symp. 2021

          2020

          1. Estimation of Ataxia Severity using Wrist-Worn Sensors and the Finger-to-Nose Test
            Brandon Oubre, Kallie Whritenour, Jean-Francois Daneault, Anoopum S. Gupta, and Sunghoon Ivan Lee
            Nat. Ataxia Found. Ataxia Investigators Meeting 2020
          2. Invited Talk
            Estimation of Ataxia Severity using Wrist-Worn Sensors and the Finger-to-Nose Test
            Brandon Oubre, Kallie Whritenour, Jean-Francois Daneault, Anoopum S. Gupta, and Sunghoon Ivan Lee
            1st Annu. Massachusetts General Hospital Ataxia Center Symp. 2020

          2019

          1. A Finger-Worn Sensor Network for Monitoring the Real-World Performance of Stroke Survivors
            Jeremy Yang, Adam Varga, Karine Tung, Aparimit Chandra, Brandon Oubre, Nathan Ramasarma, Eun Kyoung Choe, Paolo Bonato, and Sunghoon Ivan Lee
            16th IEEE Int. Conf. Wearable Implantable Body Sensor Netw. 2019