Parkinson's Disease

PARKINSON'S DISEASE  |  Clinical Parkinsonism and Related Disorders 2023


Internal Tremor in People with Parkinson’s Disease: Demographic Characteristics and Comorbid Symptoms


L. Chahine, L. Arbatti, A. Hosamath, A. Amara, K. E. Anderson, J. Purks, S. Eberly, D. Kinel, S. Mantri, S. Mathur, D. Oakes, D. G. Standaert, D. Weintraub, I. Shoulson, C. Marras

SCHIZOPHRENIA / PARKINSON'S DISEASE |  International Society for CNS Clinical Trials and Methodology (ISCTM) Autumn Conference 2023


Differentiating Primary and Secondary Expressive Negative Symptoms For Remote Digital Trials Using a Multimodal Dialogue Platform


H. Kothare, M. Neumann, V. Richter, O. Roesler, J. Liscombe, A. Khan, S. Snyder, C. Yavorsky, B. Parker, T. Abad, J. E. Huber, J-P. Lindenmayer and V. Ramanarayanan

PARKINSON'S DISEASE  |  International Congress of Parkinson’s Disease and Movement Disorders (MDS) 2023


PD-PROP Reporting in Participants' Own Words Shows High Burden of Cognitive Symptoms in Early Parkinson's Disease


J. Purks, L. Arbatti, A. Hosamath, A. Amara, K. E. Anderson, L. M. Chahine, S. Eberly, D. Kinel, S. Mantri, S. Mathur, D. Oakes, D. G. Standaert, D. Weintraub, I. Shoulson and C. Marras 

PARKINSON'S DISEASE  |  Journal of Parkinson's Disease 2023


What Patients Say: Large-scale Analyses of Replies to the Parkinson’s Disease Patient Report of Problems (PD-PROP)


C. Marras, L. Arbatti, A. Hosamath, A. Amara, K. E. Anderson, L. M. Chahine, S. Eberly, D. Kinel, S. Mantri, S. Mathur, D. Oakes, J. L. Purks, D. G. Standaert, C. M. Tanner, D. Weintraub, I. Shoulson

PARKINSON'S DISEASE  |  World Parkinson Congress 2023


Patterns and Consistency of Speech Changes in National Sample of People with Parkinson Disease in the United States 


J. Huber, A. Exner, S. Snyder, V. Ramanarayanan, H. Kothare, J. Liscombe, R. Kohlmeier, S. Sridhar, B. Coster, K. Patterson and H. Willis 

PARKINSON'S DISEASE  |  World Parkinson Congress 2023


Lexico-Semantic Differences Between People with PD and Healthy Controls Observed in a Story Retell Task


H. Kothare, A. Exner, S. Snyder, J. Huber and V. Ramanarayanan

PARKINSON'S DISEASE  |  World Parkinson Congress 2023


Motor, Non-Motor and Cognitive Trajectories From 4 to 6 Years After Diagnosis in the AT-HOME PD Cohort


E. Macklin, J. Adams, K. Amodeo, E. Baloga, K. Callahan, J. Gottesman, K. Lizarraga, C. Stevens, J. Beck, H.J. Cho, A. Espay, C. Lungu, D. Novak, D. Oakes, I. Shoulson, R. Dorsey, T. Simuni, L. Omberg, M. Schwarzschild, R. Schneider

PARKINSON'S DISEASE  | American Speech and Hearing Association (ASHA) Convention 2022


Use of a Telehealth Platform to Automatically Assess Prosodic Contours in Parkinson Disease



A. Exner, V. Ramanarayanan, D. Pautler, H. Kothare, J. Liscombe and J. Huber. 

PARKINSON'S DISEASE  | International Conference on Multimodal Interaction (ICMI) 2022


Exploring Facial Metric Normalization For Within- and Between-Subject Comparisons in a Multimodal Health Monitoring Agent


O. Roesler, H. Kothare, W. Burke, M. Neumann, J. Liscombe, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan

PARKINSON'S DISEASE  | 147th Meeting of the American Neurological Association (ANA) 2022


Human-in-the-Loop Machine Learning Curation of Problems That Bother Parkinson Disease Patients


C. Marras, L. Arbatti, A. Amara, K. Anderson, C. Bale, L. Chahine, S. Eberly, A. Hosamath, D. Kinel, S. Mantri, S. Mathur, D. Oakes, J. Purks, D. Weintraub and I. Shoulson

PARKINSON'S DISEASE  | INTERSPEECH 2022


Statistical and Clinical Utility of Multimodal Dialogue-Based Speech and Facial Metrics for Parkinson's Disease Assessment


H. Kothare, M. Neumann, J. Liscombe, O. Roesler, W. Burke, A. Exner, S. Snyder, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft, J. Huber and V. Ramanarayanan

PARKINSON'S DISEASE  |  IEEE Conference on Engineering in Medicine & Biology (EMBC) 2022


Speech, Facial and Fine Motor Features for Conversation-Based Remote Assessment and Monitoring of Parkinson’s Disease


H. Kothare, O. Roesler, W. Burke, M. Neumann, J. Liscombe, A. Exner, S. Snyder, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft, J. Huber, and  V. Ramanarayanan

PARKINSON'S DISEASE  |  Motor Speech Conference 2022


Multimodal Dialog Based Remote Patient Monitoring of Motor Function in Parkinson’s Disease and Other Movement Disorders


O. Roesler, W. Burke, H. Kothare, J. Liscombe, M. Neumann, A. Cornish, D. Habberstad, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan

PARKINSON'S DISEASE  |  Motor Speech Conference 2022


Collecting Remote Voice and Movement Data From People with Parkinson's Disease (PD) Using Multimodal Conversational AI: Lessons Learned From A National Study


A. Exner, V. Ramanarayanan, D. Pautler, S. Snyder, H. Kothare, J. Liscombe, S. Sridhar, O. Roesler, W. Burke, M. Neumann, D. Suendermann-Oeft and J. Huber

PARKINSON'S DISEASE  |  Journal of Parkinson’s Disease (JPD) 2022


Longitudinal Cohort Study of Verbatim-Reported Postural Instability Symptoms as Outcomes for Online Parkinson’s Disease Trials


I. Shoulson, L. Arbatti, A. Hosamath, S.W. Eberly, D. Oakes

SYSTEM  |  International Workshop on Spoken Dialog Systems (IWSDS) 2021


Voice Activity Detection in Dialog Agents for Dysarthric Speakers


J. Liscombe, H. Kothare, M. Neumann, A. Ocampo, O. Roesler, D. Habberstad, A. Cornish, D. Pautler, D. Suendermann-Oeft and V. Ramanarayanan

PARKINSON'S DISEASE  |  ASHA Convention 2021


Development of a Telehealth Platform for the Assessment of Motor Speech Disorders


A. Exner, V. Ramanarayanan, D. Pautler, H. Kothare, S. Snyder, and J. Huber

PARKINSON'S DISEASE  |  25th International Congress of Parkinson's Disease and Movement Disorders (MDS) 2021


Multimodal Conversational AI for Remote Patient Monitoring and Analysis of Parkinson's Disease


V. Ramanarayanan, A. Exner, D. Pautler, S. Snyder, W. Burke, H. Kothare, J. Liscombe, D. Suendermann-Oeft, A. Lambert, R. Kohlmeier, and J. Huber

PARKINSON'S DISEASE  |  Journal of Parkinson’s Disease (JPD) 2021


Predictive Value of Verbatim Parkinson’s Disease Patient-Reported Symptoms of Postural Instability and Falling


 M. Javidnia, L. Arbatti, A. Hosamath, S.W. Eberly, D. Oakes, I. Shoulson

PARKINSON'S DISEASE  |  American Academy of Neurology (AAN) 2021


Cross-Sectional Profile of Most Bothersome Problems as Reported Directly by Individuals with Parkinson’s Disease


L. Vinikoor-Imler, L. Arbatti, A. Hosamath, I. Sapir, J. Shirvan, N. Maserejian, I. Shoulson

PARKINSON'S DISEASE / HUNTINGTON DISEASE  |  Huntington Study Group (HSG) 2021


Topic Modeling of Verbatim Patient Problem Reports Shows Differing Priorities of Family Impact for Huntington Disease and Motor Symptoms for Parkinson Disease


J.L. Purks, K.E. Anderson, L. Arbatti, A. Hosamath, I. Shoulson

PARKINSON'S DISEASE  |  American Neurological Association (ANA) 2021


Online Patient Reporting of Postural Instability Symptoms as Outcomes for Parkinson Disease Clinical Trials


I. Shoulson, L. Arbatti, A. Hosamath, S. Eberly, D. Oakes

PARKINSON'S DISEASE  |  Movement Disorders Society (MDS) 2020


Comparison of Categorical- and Verbatim-Reported Postural Instability Symptoms Among Fox Insight Parkinson Research Participants


M. Javidnia, L. Arbatti, A. Hosamath, S. Eberly, D. Oakes, A. Nguyen, I. Shoulson

PARKINSON'S DISEASE  |  American Society for Experimental Neurotherapeutics (ASENT) 2020


Informing Natural History and Clinical Trials from Verbatim Reports of >20,000 Parkinson Patients


L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, M. Javidnia, C.A. Christopher, A. Hosamath, A. Nguyen, I. Shoulson

PARKINSON'S DISEASE  |  American Neurological Association (ANA) 2020


Parkinson Disease Symptoms and the Company They Keep as Reported Directly by >25,000 Patients


I. Shoulson, L. Arbatti, A. Hosamath, M. Javidnia, D. Oakes, S. Eberly, C. Marras, D. Standaert, C.M. Tanner, J. Hamilton, L. Smolensky, C. Kopil, C.A. Christopher, A. Nguyen

PARKINSON'S DISEASE  |  American Medical Informatics Association (AMIA) 2019


Evaluation of Automatic Speech Recognition Application Programming Interfaces (APIs) of Verbatim Reports from Parkinson Disease (PD) Patients


R. Chadaram, L. Arbatti, A. Nguyen, I. Shoulson

PARKINSON'S DISEASE  |  American Medical Informatics Association (AMIA) 2019


Natural Language Processing as Applied to Patient Verbatim Reports


L. Arbatti, A. Nguyen, I. Shoulson

PARKINSON'S DISEASE  |  World Parkinson Congress Journal of Parkinson’s Disease (JPD) 2019


A Cross-Sectional Natural History of Parkinson Disease as Reported by >10,000 Patients


I. Shoulson, L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, C.A. Christopher, A. Nguyen

PARKINSON'S DISEASE  |  Movement Disorders Society (MDS) 2019


What Bothers Parkinson Disease Patients? Verbatim Reports from >10,000 Patients Informing Natural History and Clinical Trials


I. Shoulson, L. Arbatti, C. Marras, D. Standaert, C. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, C.A. Christopher, A. Nguyen

PARKINSON'S DISEASE  |  International Society for Clinical Trials and Methodology (ISCTM) 2019


Verbatim Reports of Problems from >10,000 Parkinson Disease Patients: Informing Natural History and Clinical Outcome Assessments


I. Shoulson, L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, J. Hamilton, E. Flagg, C.A. Christopher, A. Nguyen

PARKINSON'S DISEASE  |  American Academy of Neurology (AAN) 2019


What Bothers Parkinson Patients: Clinical Curation of their Verbatim Reports


L. Arbatti, C. Marras, C. Tanner, D. Standaert, A. Nguyen, I. Shoulson

PARKINSON'S DISEASE / HUNTINGTON DISEASE  |  Huntington Study Group (HSG) 2018


Problems that Bother Parkinson Disease Patients: Framework for a Patient Reported Natural History of Parkinson and Huntington Diseases


I. Shoulson, L. Arbatti, A. Nguyen, D. Standaert, C. Marras, C.M. Tanner

PARKINSON'S DISEASE  |  American Neurological Association (ANA) 2018


Problems that Bother Parkinson Patients: The Basis for a Patient-Reported Natural History


L. Arbatti, C. Marras, D. Standaert, C.M. Tanner, A. Nguyen, I. Shoulson

PARKINSON'S DISEASE  |  Movement Disorders Society (MDS) 2018


Framework for a Patient-Reported Natural History of Parkinson Disease


L. Arbatti, A. Nguyen, C. Marras, D. Standaert, C.M. Tanner, L. Smolensky, C. Kopil, L. McLaughlin, E. Flagg, C.A. Christopher

PARKINSON'S DISEASE  |  American Academy of Neurology (AAN) 2018


Foundations for a Patient-Reported Natural History of Parkinson Disease: Cross-sectional Analysis of Motor and Non-Motor Symptoms of the Fox Insight PD-PROP Dataset


L. Arbatti, A. Nguyen, L. McLaughlin, L. Smolensky, C. Kopil, E. Flagg, C.A. Christopher, I. Shoulson

PARKINSON'S DISEASE  |  International Society for Clinical Trials and Methodology (ISCTM) 2018


Foundations for a Patient-Reported Natural History of Parkinson Disease: Cross-sectional Analysis of Cardinal Signs of the MJFF Fox Insight PD-PROP Dataset


L. Arbatti, A. Nguyen, L. McLaughlin, L. Smolensky, C. Kopil, E. Flagg, C.A. Christopher, I. Shoulson

PARKINSON'S DISEASE  |  Parkinson’s Disease Therapeutics Conference (PDTC) 2017


Foundations for a Patient-Reported Natural History of Parkinson Disease: Cross-sectional Analysis of the MJFF Fox Insight Platform


L. Arbatti, A. Nguyen, L. McLaughlin, L. Smolensky, C. Kopil, E. Flagg, C.A. Christopher, I. Shoulson