Administrative Core
Dorsey R, Sherer T, Okun MS, Bloem BR. Ending Parkinson Disease: A Prescription for Action. New York: Public Affairs; 2020.
Advanced Analytics Core
Dorsey ER, Omberg L,Waddell E, Adams JL, Adams R, Ali MR, Amodeo K, Arky A, Augustine EF, Dinesh K, Hoque ME, Glidden AM, Jensen-Roberts S, Kabelac Z, Katabi D, Kieburtz K, Kinel DR, Little MA, Lizarraga KJ, Myers T, Riggare S, Rosero SZ, Saria S, Schifitto G, Schneider RB, Sharma G, Shoulson I, Stevenson EA, Tarolli CG, Luo J, McDermott MP. Deep Phenotyping of Parkinson’s Disease. J Parkinsons Dis. 2020 May 22. doi: 10.3233/JPD-202006. Online ahead of print. PMID: 32444562.
Zhu W, Li W, Dorsey R, and Luo J. Anomaly Detection by Densely Contrastive Learning for Time Series Data. Thirty-Sixth AAAI Conference on Artificial Intelligence. Submitted for review. 2021.
Li W, Zhu W, Dorsey R, and Luo J. Irregular Multi-Source Time-series Classification in Healthcare with Shuffle-Transformer. Thirty-Sixth AAAI Conference on Artificial Intelligence. Submitted for review. 2021.
Li W, Zhu W, Dorsey R, Luo J. Predicting Parkinson's Disease with Multimodal Irregularly Collected Longitudinal Smartphone Data. In proceedings of the IEEE International Conference on Data Mining (ICDM). November 2020. doi: 10.1109/ICDM50108.2020.00133.
Clinical Core
Hatcher-Martin JM, Adams JL, Anderson ER, Bove R, Burrus TM, Chehrenama M, Dolan O'Brien M, 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. 2019 Dec 4; Epub 2019 Dec 04. PMID: 31801829.
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. J Parkinsons Dis. 2021; 11(4):1957-1964. doi: 10.3233/JPD-212636. PMID: 34250951.
Shoulson I, Arbatti L, Hosamath A, Eberly SW, Oakes D. Online Patient Reporting Of Postural Instability Symptoms As Outcomes For Parkinson Disease Clinical Trials. Annual Meeting of the American Neurological Association, Late Breaking Research. Annals of Neurology abstract, in press, October 2021.
Modeling and Simulation
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. Clin Pharmacol Ther. 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. J Parkinsons Dis. 2020. doi: 10.3233/JPD-201973. PMID: 32417797.
Virtual Natural History Cohort (VALOR-PD)
Schneider RB, Myers TL, Rowbotham HM, Luff MK, Amodeo K, Sharma S, Wilson R, Jensen-Roberts S, Auinger P, McDermott MP, Alcalay RN, Biglan K, Kinel D, 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. J Parkinsons Dis. 2020;10(3):1195-1207. doi: 10.3233/JPD-202019. PMID: 32568109; PMCID: PMC7505001.
Portable PD Measures & Principally Passive PD Measures
Rahman W, Lee S, Islam MS, Antony VN, Ratnu H, Ali MR, Mamun AA, Wagner E, Jensen-Roberts S, Waddell E, Myers T, Pawlik M, Soto J, Coffey M, Sarkar A, Schneider R, Tarolli C, Lizarraga K, Adams J, Little MA, Dorsey ER, Hoque E. Detecting Parkinson Disease Using a Web-Based Speech Task: Observational Study. J Med Internet Res. 2021;23(10):e26305. doi: 10.2196/26305. PMID: 34665148.
Ali MR, Myers T, 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.
Little MA. Smartphones for Remote Symptom Monitoring of Parkinson's Disease. J Parkinsons Dis. 2021;11(s1):S49-S53. doi: 10.3233/JPD-202453. PMID: 33814462; PMCID: PMC8385528.
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 T, 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 J, Bloem BR, Bot BM, Elson M, Goldman SM, Kellen MR, Kieburtz K, Klein A, Little MA, Schneider R, 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. Nat Biotechnol. 2021. doi: 10.1038/s41587-021-00974-9. PMID: 34373643.
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.

Ali MR, Sen T, Snyder C, Myers T, Dorsey ER, Hoque ME. 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.