Administrative Core
Hill D, Stephenson D, Brayanov J, Claes K, Badawy R, Sardar S, Fisher K, Lee SJ, Bannon A, Roussos G, Kangarloo T, Terebaite V, Müller M, Bhatnagar R, Adams JL, Dorsey ER, Cosman J. Metadata Framework to Support Deployment of Digital Health Technologies in Clinical Trials in Parkinson’s Disease. Sensors. 2022; 22(6): 2136. doi: 10.3390/s22062136.
Mirelman, A, Dorsey ER, Brundin P, Bloem BR. Using Technology to Reshape Clinical Care and Research in Parkinson's Disease. Journal of Parkinson's Disease. 2021; 11(S1), S1-S3. doi: 10.3233/JPD-219002.
Commiskey P, Armstrong AW, Coker TR, Dorsey ER, Fortney JC, Gaines KJ, Gibbons BM, Nguyen HQ, Singla DR, Szigethy E, Krupinski EA. A Blueprint for the Conduct of Large, Multisite Trials in Telemedicine. Journal of Medical Internet Research. 2021; 23(9): e29511. doi: 10.2196/29511.
Dorsey ER. The New Platforms of Health Care. npj Digital Medicine. 2021; 4(1): 1-4. doi: 10.1038/s41746-021-00478-5.
Dorsey ER, Sherer T, Okun MS, Bloem BR. Ending Parkinson Disease: A Prescription for Action. New York: Public Affairs; 2020.
Bloem BR, Dorsey ER, Sherer T, Okun MS. The Coronavirus Disease 2019 Crisis as Catalyst for Telemedicine for Chronic Neurological Disorders. JAMA Neurology. 2020; 77(8): 927-928. doi: 10.1001/jamaneurol.2020.1452.
Dorsey ER, Okun MS, Bloem BR. Care, Convenience, Comfort, Confidentiality, and Contagion: The 5 C’s that will Shape the Future of Telemedicine. Journal of Parkinson's Disease. 2020; 10(3): 893-897. doi: 10.3233/JPD-202109.
Stephenson D, Alexander R, Aggarwal V, Badawy R, Bain L, Bhatnagar R, Bloem BR, Boroojerdi B, Burton J, Cedarbaum J, Cosman J, Dexter D, Dockendorf M, Dorsey ER, Dowling AV, Evers L, Fisher K, Frasier M, Garcia-Gancedo L, Goldsack J, Hill D, Hitchcock J, Hu MT, Lawton M, Lee SJ, Lindemann M, Marek K, Mehrotra N, Meinders M, Minchik M, Oliva L, Romero K, Roussos G, Rubens R, Sadar S, Schereen J, Sengoku E, Simuni T, Stebbins G, Taylor KI, Yang B, Zach N. Precompetitive Consensus Building to Facilitate the Use of Digital Health Technologies to Support Parkinson Disease Drug Development through Regulatory Science. Digital Biomarkers. 2020; 4(1): 28-49. doi: 10.1159/000512500.
Safavi K, Matthews SC, Bates DW, Dorsey ER, Cohen AB. Top-Funded Digital Health Companies And Their Impact on High-Burden, High-Cost Conditions. Health Affairs. 2019; 38(1): 115-123. doi: 10.1377/hlthaff.2018.05081.
Dorsey ER, Sherer T, Okun MS, Bloem BR. The Emerging Evidence of the Parkinson Pandemic. Journal of Parkinson's Disease. 2018; 8(S1), S3-S8. doi: 10.3233/JPD-181474.
Advanced Analytics Core
Little MA. GRAPL: A Computational Library for Nonparametric Structural Causal Modelling, Analysis and Inference. Journal of Open Source Software. 2022; 7(76): 4534. doi: 10.21105/joss.04534.
Zhu W, Li W, Dorsey ER, and Luo J. Anomaly Detection by Densely Contrastive Learning for Time Series Data. IEEE Transactions on Knowledge and Data Engineering. Under review. 2022.
Li W, Zhu W, Dorsey ER, Luo J. Irregular Multi-Source Time-series Classification in Healthcare with Shuffle-Transformer. IEEE Journal of Biomedical and Health Informatics. Under review. 2022.
Zhu W, Zheng Z, Liao H, Li W, Luo J. Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization. In Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021. doi: 10.1109/ICCV48922.2021.01473.
Little MA. Smartphones for Remote Symptom Monitoring of Parkinson's Disease. Journal of Parkinson's Disease. 2021; 11(s1): S49-S53. doi: 10.3233/JPD-202453.
Li W, Zhu W, Dorsey ER, Luo J. Predicting Parkinson's Disease with Multimodal Irregularly Collected Longitudinal Smartphone Data. In Proceedings of the IEEE International Conference on Data Mining (ICDM). 2020. doi: 10.1109/ICDM50108.2020.00133.
Dorsey ER, Omberg L,Waddell E, Adams JL, Adams R, Ali MR, Amodeo K, Arky A, Augustine EF, Dinesh K, Hoque E, Glidden AM, Jensen-Roberts S, Kabelac Z, Katabi D, Kieburtz K, Kinel DR, Little MA, Lizarraga K, Myers TL, Riggare S, Rosero SZ, Saria S, Schifitto G, Schneider RB, Sharma G, Shoulson I, Stevenson EA, Tarolli C, Luo J, McDermott MP. Deep Phenotyping of Parkinson’s Disease. Journal of Parkinson's Disease. 2020 May 22. doi: 10.3233/JPD-202006.
Clinical Core
Soto JM, Wagner E, Glidden AM, Hartman EA, Lettenberger S, Yang PT, Zafar M, Pawlik M, Kaplan A, Torres G, Dorsey ER, Schneider RB. Evaluating the Implementation and Impact of a Neurology Research Contact Registry on Recruitment for Parkinson’s Disease Research Studies. Parkinson’s Study Group. June 2022.
Adams JL, Lizarraga K, Waddell E, Myers TL, Jensen-Roberts S, Modica J, Schneider RB. Digital Technology in Movement Disorders: Updates, Applications, and Challenges. Current Neurology and Neuroscience Reports. 2021; 21(4): 1-11. doi: 10.1007/s11910-021-01101-6.
Shoulson I, Arbatti L, Hosamath A, Eberly SW, Oakes D. Online Patient Reporting Of Postural Instability Symptoms As Outcomes For Parkinson Disease Clinical Trials. American Neurological Association Annual Meeting, Late Breaking Research. Annals of Neurology. 2021.
Shoulson I, Arbatti L, Hosamath A, Eberly SW, Oakes D. Online Patient Reporting Of Postural Instability Symptoms As Outcomes For Parkinson Disease Clinical Trials. American Neurological Association Annual Meeting, Late Breaking Research. Annals of Neurology. 2021.
Javidnia M, Arbatti L, Hosamath A, Eberly SW, Oakes D, Shoulson I. Predictive Value of Verbatim Parkinson's Disease Patient-Reported Symptoms of Postural Instability and Falling. Journal of Parkinson's Disease. 2021; 11(4): 1957-1964. doi: 10.3233/JPD-212636.
Javidnia M, Arbatti L, Hosamath A, Eberly SW, Oakes D, Shoulson I. Predictive Value of Verbatim Parkinson's Disease Patient-Reported Symptoms of Postural Instability and Falling. Journal of Parkinson's Disease. 2021; 11(4): 1957-1964. doi: 10.3233/JPD-212636.
Tarolli C, Biernot J, Creigh P, Moukheiber E, Salas RM, Dorsey ER, Cohen AB. Practicing in a Pandemic: A Clinician's Guide to Remote Neurologic Care. Neurology: Clinical Practice. 2021; 11(2), e179-e188. doi: 10.1212/CPJ.0000000000000882.
Tarolli C, Biernot J, Creigh P, Moukheiber E, Salas RM, Dorsey ER, Cohen AB. Practicing in a Pandemic: A Clinician's Guide to Remote Neurologic Care. Neurology: Clinical Practice. 2021; 11(2), e179-e188. doi: 10.1212/CPJ.0000000000000882.
Schneider RB, Myers TL, Tarolli C, Amodeo K, Adams JL, Jensen-Roberts S, Dorsey ER. Remote Administration of the MDS-UPDRS in the Time of COVID-19 and Beyond. Journal of Parkinson's Disease. 2020; 10(4): 1379-1382. doi: 10.3233/jpd-202121.
Tarolli C, Andrzejewski K, Zimmerman G, Bull M, Goldenthal S, Auinger P, O'Brien M, ER Dorsey, Biglan K, Simuni R. Feasibility, Reliability, and Value of Remote Video-Based Trial Visits in Parkinson’s Disease. Journal of Parkinson's Disease. 2020; 10(4): 1779-1786. doi: 10.3233/JPD-202163.
Adams JL, Myers TL, Waddell E, Spear KL, Schneider RB. Telemedicine: A Valuable Tool in Neurodegenerative Diseases. Current Geriatrics Reports. 2020; 9(2), 72-81. doi: doi.org/10.1007/s13670-020-00311-z.
Hatcher-Martin JM, Adams JL, Anderson ER, Bove R, Burrus TM, Chehrenama M, O'Brien MD, Eliashiv DS, Erten-Lyons D, Giesser BS, Moo LR, Narayanaswami P, Rossi MA, Soni M, Tariq N, Tsao JW, Vargas BB, Vota SA, Wessels SR, Planalp H, Govindarajan R. Telemedicine in Neurology: Telemedicine Work Group of the American Academy of Neurology Update. Neurology. 2020; 94(1), 30-38. doi: 10.1212/WNL.0000000000008708.
Modeling and Simulation
Paracha M, Herbst K, Kieburtz K, Venuto C. Prevalence and Incidence of Nonmotor Symptoms in Individuals with and Without Parkinson's Disease. Movement Disorders Clinical Practice. 2022; 9(7): 961-966. doi: 10.1002/mdc3.13533.

Sieberts S, Schaff J, Duda M, Pataki B, Sun M, Snyder P, Daneault JF, Parisi F, Costante G, Rubin U, Banda P, Chae Y, Neto EC, Dorsey ER, Aydin Z, Chen A, Elo L, Espino C, Glaab E, Goan E, Golabchi F, Görmez Y, Jaakkola M, Jonnagaddala J, Klén R, Dongmei Li, McDaniel C, Perrin D, Perumal TM, Rad NM, Rainaldi E, Sapienza S, Schwab P, Shokhirev N, Venäläinen MS, Vergara-Diaz G, Zhang Y, the Parkinson’s Disease Digital Biomarker Challenge Consortium, Wang Y, Guan Y, Brunner D, Bonato P, Mangravite LM, Omberg L. Crowdsourcing Digital Health Measures to Predict Parkinson’s Disease Severity: The Parkinson’s Disease Digital Biomarker DREAM Challenge. npj Digital Medicine. 2021; 4(1): 1-12. doi: 10.1038/s41746-021-00414-7.

Lerman S, Venuto C, Kautz H, Xu C. Explaining Local, Global, and Higher-Order Interactions in Deep Learning. Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.

Venuto C, Smith G, Zielinski R, Javidnia M, Simuni T, Kieburtz K. Ambulatory Capacity Measure derived from the Movement Disorders Society Unified Parkinson’s Disease Rating Scale. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Venuto C, Zielinski R, Smith G, Javidnia M, Kieburtz K. Estimation of Latent Class Mixed Models Towards Discovery of Subgroup Trajectories of MDS-UPDRS Part II, Part III and Ambulatory Capacity in Parkinson’s Disease. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Smith G, Zielinski R, Javidnia M, Kieburtz K, Venuto C. Predictors of Different Progressive Trajectories of Cognition in Parkinson’s Disease. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Ahamadi M, Conrado DJ, Macha S, Sinha V, Stone J, Burton J, Nicholas T, Gallagher J, Dexter D, Bani M, Boroojerdi B, Smit H, Weidemann J, Chen C, Yang M, Maciuca R, Lawson R, Burn D, Marek K, Venuto C, Stafford B, Akalu M, Stephenson D, Romero K, Critical Path for Parkinson's (CPP) Consortium. Development of a Disease Progression Model for Leucine-Rich Repeat Kinase 2 in Parkinson's Disease to Inform Clinical Trial Designs. Clinical Pharmacology & Therapeutics. 2020; 107(3):553-562. doi: 10.1002/cpt.1634. PMID: 31544231.

Javidnia M, Shoulson I, Kieburtz K, Venuto C. Pharmacotherapy Use for Non-Motor Symptoms Among De Novo Parkinson’s Disease PPMI Participants. Journal of Parkinson's Disease. 2020. doi: 10.3233/JPD-201973.
Lerman S, Venuto C, Kautz H, Xu C. Explaining Local, Global, and Higher-Order Interactions in Deep Learning. Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.

Venuto C, Smith G, Zielinski R, Javidnia M, Simuni T, Kieburtz K. Ambulatory Capacity Measure derived from the Movement Disorders Society Unified Parkinson’s Disease Rating Scale. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Venuto C, Zielinski R, Smith G, Javidnia M, Kieburtz K. Estimation of Latent Class Mixed Models Towards Discovery of Subgroup Trajectories of MDS-UPDRS Part II, Part III and Ambulatory Capacity in Parkinson’s Disease. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Smith G, Zielinski R, Javidnia M, Kieburtz K, Venuto C. Predictors of Different Progressive Trajectories of Cognition in Parkinson’s Disease. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Ahamadi M, Conrado DJ, Macha S, Sinha V, Stone J, Burton J, Nicholas T, Gallagher J, Dexter D, Bani M, Boroojerdi B, Smit H, Weidemann J, Chen C, Yang M, Maciuca R, Lawson R, Burn D, Marek K, Venuto C, Stafford B, Akalu M, Stephenson D, Romero K, Critical Path for Parkinson's (CPP) Consortium. Development of a Disease Progression Model for Leucine-Rich Repeat Kinase 2 in Parkinson's Disease to Inform Clinical Trial Designs. Clinical Pharmacology & Therapeutics. 2020; 107(3):553-562. doi: 10.1002/cpt.1634.

Javidnia M, Shoulson I, Kieburtz K, Venuto C. Pharmacotherapy Use for Non-Motor Symptoms Among De Novo Parkinson’s Disease PPMI Participants. Journal of Parkinson's Disease. 2020; 10(3): 1239-1243. doi: 10.3233/JPD-201973.
Paracha M, Herbst K, Kieburtz K, Venuto C. Prevalence and Incidence of Nonmotor Symptoms in Individuals with and Without Parkinson's Disease. Movement Disorders Clinical Practice. 2022; 9(7): 961-966. doi: 10.1002/mdc3.13533.

Lerman S, Venuto C, Kautz H, Xu C. Explaining Local, Global, and Higher-Order Interactions in Deep Learning. In Proceedings of the IEEE/CVF International Conference on Computer Vision. 2021.

Venuto C, Smith G, Zielinski R, Javidnia M, Simuni T, Kieburtz K. Ambulatory Capacity Measure derived from the Movement Disorders Society Unified Parkinson’s Disease Rating Scale. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Venuto C, Zielinski R, Smith G, Javidnia M, Kieburtz K. Estimation of Latent Class Mixed Models Towards Discovery of Subgroup Trajectories of MDS-UPDRS Part II, Part III and Ambulatory Capacity in Parkinson’s Disease. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Smith G, Zielinski R, Javidnia M, Kieburtz K, Venuto C. Predictors of Different Progressive Trajectories of Cognition in Parkinson’s Disease. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.

Ahamadi M, Conrado DJ, Macha S, Sinha V, Stone J, Burton J, Nicholas T, Gallagher J, Dexter D, Bani M, Boroojerdi B, Smit H, Weidemann J, Chen C, Yang M, Maciuca R, Lawson R, Burn D, Marek K, Venuto C, Stafford B, Akalu M, Stephenson D, Romero K, Critical Path for Parkinson's (CPP) Consortium. Development of a Disease Progression Model for Leucine-Rich Repeat Kinase 2 in Parkinson's Disease to Inform Clinical Trial Designs. Clinical Pharmacology & Therapeutics. 2020; 107(3): 553-562. doi: 10.1002/cpt.1634.

Javidnia M, Shoulson I, Kieburtz K, Venuto C. Pharmacotherapy Use for Non-Motor Symptoms Among De Novo Parkinson’s Disease PPMI Participants. Journal of Parkinson's Disease. 2020; 10(3): 1239-1243.
doi: 10.3233/JPD-201973.
Virtual Natural History Cohort (VALOR-PD)
Jensen-Roberts S, Myers TL, Auinger P, Cannon P, Rowbotham HM, Coker D, Chanoff E, Soto JM, Pawlik M, Amodeo K, Sharma S, Valdovinos B, Wilson RM, Sarkar A, McDermott MP, Alcalay RN, Biglan K, Kinel D, Tanner C, Winter-Evans R, Augustine EF, Holloway RG, Dorsey ER, Schneider RB. A Remote Longitudinal Observational Study of Individuals at Genetic Risk for Parkinson Disease: Baseline Results. Neurology Genetics. 2022; 8(5). doi: 10.1212/NXG.0000000000200008.
Soto JM, Jensen-Roberts S, Myers TL, Pawlik M, Hartman EA, Lettenberger S, Kaplan A, Toor R, Wilson RM, Auinger P, Dorsey ER, Valdovinos B, Amodeo K, Sharma S, Holloway RG, Tanner C, Alcalay RN, Schneider RB. Newly Identified Cases of Parkinsonism and Prodromal PD in a Remote LRRK2 G2019S Cohort. International Congress of Parkinson’s Disease and Movement Disorders. September 2022.
Lettenberger S, Soto JM, Jensen-Roberts S, Myers TL, Pawlik M, Hartman EA, Kaplan A, Wilson RM, Auinger P, Dorsey ER, Valdovinos B, Amodeo K, Sharma S, Holloway RG, Alcalay RN, Schneider RB. Transparency in Health Research Results in LRRK2 Carriers Evaluated Longitudinally. Parkinson’s Study Group. June 2022.
Hartman EA, Soto JM, Jensen-Roberts S, Myers TL, Pawlik M, Lettenberger S, Kaplan A, Wilson RM, Auinger P, Dorsey ER, Valdovinos B, Amodeo K, Sharma S, Islam MS,  Abdelkader A, Rahman W, Antony VN, Hoque E, Holloway RG, Alcalay RN, Schneider RB. Retention of a LRRK2 Cohort and Implementation of a Sub-Study to Identify Early Signs of Parkinson’s Disease. Parkinson’s Study Group. June 2022.
Soto JM, Jensen-Roberts S, Myers TL, Pawlik M, Hartman EA, Lettenberger S, Kaplan A, Wilson RM, Auinger P, Dorsey ER, Valdovinos B, Amodeo K, Sharma S, Holloway RG, Tanner C, Alcalay RN, Schneider RB. Remote Follow Up of Prodromal Parkinson's Disease in a LRRK2 G2019S Cohort. American Academy of Neurology Annual Meeting. April 2022.
Soto JM, Jensen-Roberts S, Myers TL, Pawlik M, Moore J, Sarkar A, Wilson RM, Auinger P, Dorsey ER, Valdovinos B, Amodeo K, Sharma S, Holloway RG, Rowbotham HM, Chanoff E, Alcalay RN, Schneider RB. Remote Assessment of Parkinson's Disease in a LRRK2 G2019S Cohort. International Association of Parkinsonism and Related Disorders. September 2021.
Jensen-Roberts S, Waddell E, Myers TL, Pawlik M, Soto JM, Sarkar A, Coffey M, Stevenson EA, Wilson RM, Dorsey ER, Lizarraga K, Tarolli C, Schneider RB, Adams JL. Technology-Based Adaptation of a Natural History Study of Parkinson Disease During the COVID-19 Pandemic. International Association of Parkinsonism and Related Disorders. September 2021.
Jensen-Roberts S, Myers TL, Soto JM, Pawlik M, Wilson RM, Amodeo K, Sharma S, Valdovinos B, Alcalay RN, Holloway RG, Schneider RB. Baseline characteristics of LRRK2 G2019S carriers in the Virtual Assessment of LRRK2 carriers to Optimize Research in Parkinson’s Disease (VALOR-PD) Study. American Academy of Neurology Annual Meeting. April 2021.
Schneider RB, Myers TL, Rowbotham HM, Luff MK, Amodeo K, Sharma S, Wilson RM, Jensen-Roberts S, Auinger P, McDermott MP, Alcalay RN, Biglan K, Kinel DR, Tanner C, Winter-Evans R, Augustine EF, Cannon P; 23andMe Research Team, Holloway RG, Dorsey ER. A Virtual Cohort Study of Individuals at Genetic Risk for Parkinson's Disease: Study Protocol and Design. Journal of Parkinson's Disease. 2020; 10(3): 1195-1207. doi: 10.3233/JPD-202019.
Myers TL, Schneider RB, Jensen-Roberts S, Rowbotham HM, Luff MK, Chanoff, E, Amodeo K, Sharma S, Alcalay RN, Cannon P, Dorsey ER, Holloway RG. Recruitment of a Virtual Nationwide Cohort of LRRK2 G2019S Carriers. American Academy of Neurology Annual Meeting. April 2020.
Schneider RB, Myers TL, Dorsey ER, Holloway, RG. A Virtual Cohort Study of LRRK2 G2019S Carriers: A Novel Model for Long-Term Observation. American Academy of Neurology Annual Meeting. May 2019.
Portable PD Measures & Principally Passive PD Measures
Liu Y, Zhang G, Tarolli C, Hristov R, Jensen-Roberts S, Waddell E, Myers TL, Pawlik M, Soto JM, Wilson RM, Yang Y, Nordhal T, Lizarraga K, Adams JL, Schneider RB, Kieburtz K, Ellis T, Dorsey ER, Katabi D. Monitoring Gait at Home with Radio Waves in Parkinson’s Disease: A Marker of Severity, Progression, and Medication Response. Science Translational Medicine. 2022; 14(663): eadc9669.
Pawlik M, Dinesh K, Jensen-Roberts S, Waddell E, Myers TL, Soto JM, Hartman EA, Nnadika E, Yang PT, Sharma G, Wilson RM, Lizarraga K, Tarolli C, Schneider RB, Dorsey ER, Adams JL. Remote Classification of Tremor Using Wearable Sensors in Parkinson’s Disease Research. International Congress of Parkinson’s Disease and Movement Disorders. September 2022.
Yang PT, Islam MS, Abdelkader A, Rahman W, Pawlik M, Jensen-Roberts S, Waddell E, Myers TL, Soto JM, Hartman EA, Nnadika E, Wilson RM, Lizarraga K, Tarolli C, Schneider RB, Dorsey ER, Adams JL, Hoque E. Longitudinal Evaluation of Hypomimia in Individuals with Parkinson's Disease Using a Video Analytics Tool. International Congress of Parkinson’s Disease and Movement Disorders. September 2022.
Hartman EA, Dinesh K, Pawlik M, Jensen-Robert S, Waddell E, Myers TL, Soto JM, Nnadika E, Yang PT, Sharma G, Islam MS, Abdelkader A, Rahman W, Antony VN, Hoque E, Zhang G, Liu Y, Katabi D, Wilson RM, Lizarraga K, Tarolli C, Schneider RB, Dorsey ER, Adams JL. A Week in the Life with Parkinson’s Disease: A Holistic Overview from Four Digital Technologies. International Congress of Parkinson’s Disease and Movement Disorders. September 2022.
Pawlik M, Jensen-Roberts S, Waddell E, Myers TL, Soto JM, Hartman EA, Nnadika E, Yang PT, Wilson RM, Lizarraga K, Tarolli C, Schneider RB, Dorsey ER, Adams JL. Participant Satisfaction and Compliance Using Remote Technology in a Natural History Study of Parkinson’s. Parkinson’s Study Group. June 2022.
Yang PT, Pawlik M, Jensen-Roberts S, Waddell E, Myers TL, Soto JM, Hartman EA, Nnadika E, Wilson RM, Lizarraga K, Tarolli C, Schneider RB, Dorsey ER, Adams JL. Changes in Patient Reported Outcomes from Individuals with Parkinson’s Disease. Parkinson’s Study Group. June 2022.
Hartman EA, Pawlik M, Jensen-Roberts S, Waddell E, Myers TL, Soto JM, Nnadika E, Yang PT, Wilson RM, Lizarraga K, Tarolli C, Schneider RB, Dorsey ER, Adams JL. Wearable Sensor Compliance Following In-Person and Virtual Research Visits Among Parkinson’s Disease Participants and Controls Throughout the COVID-19 Pandemic. Parkinson’s Study Group. June 2022.
Jensen-Roberts S, Myers TL, Wagner E, Pawlik M, Soto JM, Tarolli C, Schneider RB, Adams JL, Dorsey ER. Return of Individual Research Reports in an Observational Study of Parkinson's Disease: Participant Preferences and Influences on Future Participation. American Academy of Neurology Annual Meeting. April 2022.
Pawlik M , Jensen-Roberts S, Waddell E, Myers TL, Soto JM, Hartman EA, Nnadika E, Yang PT, Wilson RM, Lizarraga K, Tarolli C, Schneider RB, Dorsey ER, Adams JL. COVID-19’s Impact on People with Parkinson’s: Insights from Wearable Sensors. American Academy of Neurology Annual Meeting. April 2022.
Rahman W, Lee S, Islam MS, Antony VN, Ratnu H, Ali MR, Mamun AA, Wagner E, Jensen-Roberts S, Waddell E, Myers TL, Pawlik M, Soto JM, Coffey M, Sarkar A, Schneider RB, Tarolli C, Lizarraga K, Adams JL, Little MA, Dorsey ER, Hoque E. Detecting Parkinson Disease Using a Web-Based Speech Task: Observational Study. Journal of Medical Internet Research. 2021; 23(10):e26305. doi: 10.2196/26305.
Ali MR, Myers TL, Wagner E, Ratnu H, Dorsey ER, Hoque E. Facial Expressions can Detect Parkinson’s Disease: Preliminary Evidence from Videos Collected Online. npj Digital Medicine. 2021; 4(1). doi: 10.1038/s41746-021-00502-8.
Adams JL, Dinesh K, Snyder C, Xiong M, Tarolli C, Sharma S, Dorsey ER, Sharma G. A Real-World Study of Wearable Sensors in Parkinson’s Disease. npj Parkinson's Disease. 2021; 7(1), 1-8. doi: 10.1038/s41531-021-00248-w.
Sibley KG, Girges C, Hoque E, Foltynie T. Video-Based Analyses of Parkinson’s Disease Severity: A Brief Review. Journal of Parkinson's Disease. 2021; 11(S1). doi: 10.3233/JPD-202402.
Ali MR, Sen T, Li Q, Langevin R, Myers TL, Sharma S, Dorsey ER, Hoque, E. Analyzing Head Pose in Remotely-Collected Videos of People with Parkinson’s Disease. In ACM Transactions on Computing for Healthcare. 2021; 2(4): 1–13. doi: 10.1145/3459669.
Omberg L, Chaibub Neto E, Perumal TM, Pratap A, Tediarjo A, Adams JL, Bloem BR, Bot BM, Elson M, Goldman SM, Kellen MR, Kieburtz K, Klein A, Little MA, Schneider RB, Suver C, Tarolli C, Tanner CM, Trister AD, Wilbanks J, Dorsey ER, Mangravite LM. Remote Smartphone Monitoring of Parkinson's Disease and Individual Response to Therapy. Nature Biotechnology. 2021; 40(4): 480-487. doi: 10.1038/s41587-021-00974-9.
Ali MR, Hernandez J, Dorsey ER, Hoque E, McDuff D. Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet. In Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition. 2020. doi: 10.1109/FG47880.2020.00008.
Waddell E, Dinesh K, Jensen-Roberts S, Myers TL, Coffey M, Lizarraga K, Dorsey ER, Tarolli C, Schneider RB, Sharma G, Adams JL. Wearable Sensors: A Real-World Characterization of Parkinson’s Disease. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.
Waddell E, Jensen-Roberts S, Myers TL, Coffey M, Lizarraga K, Dorsey ER, Tarolli C, Adams JL, Schneider RB. Deep Phenotyping of Parkinson’s Disease: A Longitudinal Study Using Multiple Digital Sensors. International Congress of Parkinson’s Disease and Movement Disorders. September 2020.
Adams JL, Dinesh K, Snyder C, Dorsey ER, Sharma G. Wearable Sensors for the Quantification of Motor Symptoms in Parkinson Disease and Huntington Disease. American Academy of Neurology Annual Meeting. May 2019.
Kabelac Z, Tarolli C, Snyder C, Feldman B, Glidden AM, Hsu CY, Hristov R, Dorsey ER, Katabi D. Passive Monitoring at Home: A Pilot Study in Parkinson Disease. Digital Biomarkers. 2019; 3(1): 22-30. doi: 10.1159/000498922.

Ali MR, Sen T, Snyder C, Myers TL, Dorsey ER, Hoque E. The PARK Framework for Automated Analysis of Parkinson's Disease Characteristics. In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2019. doi: 10.1145/3328925.
Zhan A, Mohan S, Tarolli C, Schneider RB, Adams JL, Sharma S, Elson M, Spear KL, Glidden AM, Little MA, Terzis A, Dorsey ER, Saria S. Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity: The Mobile Parkinson Disease Score. JAMA Neurology. 2018; 75(7): 876-880. doi: 10.1001/jamaneurol.2018.0809