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Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge
Solveig K. Sieberts, Jennifer Schaff, Marlena Duda, Bálint Ármin Pataki, Ming Sun, Phil Snyder, Jean-Francois Daneault, Federico Parisi, Gianluca Costante, Udi Rubin, Peter Banda, Yooree Chae, Elias Chaibub Neto, Ray Dorsey, Zafer Aydın, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, View ORCID ProfileJitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, the Parkinson’s Disease Digital Biomarker Challenge Consortium, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg
doi: https://doi.org/10.1101/2020.01.13.904722
Solveig K. Sieberts
1Sage Bionetworks, Seattle, WA 98121
Jennifer Schaff
2Elder Research, Inc., Charlottesville, VA, 22903
Marlena Duda
3Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109
Bálint Ármin Pataki
4Department of Physics of Complex Systems, ELTE Eötvös Loránd University, Budapest, Hungary
Ming Sun
5Google Inc, New York, NY, USA 10011
Phil Snyder
1Sage Bionetworks, Seattle, WA 98121
Jean-Francois Daneault
6Dept of PM&R, Harvard Medical School, Spaulding Rehabilitation Hospital, Charlestown, MA, 02129
7Dept of Kinesiology and Health, Rutgers University, New Brunswick, NJ 08901
Federico Parisi
6Dept of PM&R, Harvard Medical School, Spaulding Rehabilitation Hospital, Charlestown, MA, 02129
8Wyss Institute, Harvard University, Boston, MA, 02115
Gianluca Costante
6Dept of PM&R, Harvard Medical School, Spaulding Rehabilitation Hospital, Charlestown, MA, 02129
8Wyss Institute, Harvard University, Boston, MA, 02115
Udi Rubin
9Early Signal, 311 W 43rd Street, New York, NY 10036
Peter Banda
10Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, L-4362, Luxembourg
Yooree Chae
1Sage Bionetworks, Seattle, WA 98121
Elias Chaibub Neto
1Sage Bionetworks, Seattle, WA 98121
Ray Dorsey
11Center for Health + Technology, University of Rochester, Rochester, NY 14642
Zafer Aydın
12Department of Electrical and Computer Engineering, Abdullah Gul University, Kayseri, Turkey
Aipeng Chen
13Prince of Wales Clinical School, UNSW Sydney, Australia
Laura L. Elo
14Turku Bioscience Centre, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
Carlos Espino
9Early Signal, 311 W 43rd Street, New York, NY 10036
Enrico Glaab
10Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, L-4362, Luxembourg
Ethan Goan
15School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia, 4000
Fatemeh Noushin Golabchi
6Dept of PM&R, Harvard Medical School, Spaulding Rehabilitation Hospital, Charlestown, MA, 02129
Yasin Görmez
12Department of Electrical and Computer Engineering, Abdullah Gul University, Kayseri, Turkey
Maria K. Jaakkola
14Turku Bioscience Centre, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
16Department of Mathematics and Statistics, University of Turku, FI-20014 Turku, Finland
Jitendra Jonnagaddala
17School of Public Health and Community Medicine, UNSW Sydney, Australia
18WHO Collaborating Centre for eHealth, UNSW Sydney, Australia
Riku Klén
14Turku Bioscience Centre, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
Dongmei Li
19Clinical and Translational Science Institute, University of Rochester Medical Center, Rochester, NY, USA, 14642
Christian McDaniel
20Artificial Intelligence, University of Georiga, Athens, GA, USA, 30602
21Computer Science, University of Georiga, Athens, GA, USA, 30602
Dimitri Perrin
15School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia, 4000
Nastaran Mohammadian Rad
22Institute for Computing and Information Sciences, Radboud University, Nijmegen, The Netherlands, 6525EC
23Fondazione Bruno Kessler (FBK), Via Sommarive 18, 38123, Povo, Trento, Italy
24University of Trento, Italy, 38122 TN
Erin Rainaldi
25Verily Life Sciences, 269 East Grand Ave, South San Francisco, CA 94080
Stefano Sapienza
6Dept of PM&R, Harvard Medical School, Spaulding Rehabilitation Hospital, Charlestown, MA, 02129
Patrick Schwab
26Institute of Robotics and Intelligent Systems, ETH Zurich, Zurich, Switzerland, CH-8092
Nikolai Shokhirev
9Early Signal, 311 W 43rd Street, New York, NY 10036
Mikko S. Venäläinen
14Turku Bioscience Centre, University of Turku and Åbo Akademi University, Tykistökatu 6, FI-20520 Turku, Finland
Gloria Vergara-Diaz
6Dept of PM&R, Harvard Medical School, Spaulding Rehabilitation Hospital, Charlestown, MA, 02129
Yuqian Zhang
27School of Biomedical Engineering, Shanghai Jiao Tong University, China
Yuanjia Wang
28Department of Biostatistics, Mailman School of Public Health, Columbia University, 722 W168th Street, New York, NY 10032
Yuanfang Guan
3Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109
Daniela Brunner
9Early Signal, 311 W 43rd Street, New York, NY 10036
29Dept. of Psychiatry, Columbia University, New York, NY
Paolo Bonato
6Dept of PM&R, Harvard Medical School, Spaulding Rehabilitation Hospital, Charlestown, MA, 02129
8Wyss Institute, Harvard University, Boston, MA, 02115
Lara M. Mangravite
1Sage Bionetworks, Seattle, WA 98121
Larsson Omberg
1Sage Bionetworks, Seattle, WA 98121
Article usage
Posted January 16, 2020.
Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge
Solveig K. Sieberts, Jennifer Schaff, Marlena Duda, Bálint Ármin Pataki, Ming Sun, Phil Snyder, Jean-Francois Daneault, Federico Parisi, Gianluca Costante, Udi Rubin, Peter Banda, Yooree Chae, Elias Chaibub Neto, Ray Dorsey, Zafer Aydın, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, Jitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, the Parkinson’s Disease Digital Biomarker Challenge Consortium, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg
bioRxiv 2020.01.13.904722; doi: https://doi.org/10.1101/2020.01.13.904722
Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge
Solveig K. Sieberts, Jennifer Schaff, Marlena Duda, Bálint Ármin Pataki, Ming Sun, Phil Snyder, Jean-Francois Daneault, Federico Parisi, Gianluca Costante, Udi Rubin, Peter Banda, Yooree Chae, Elias Chaibub Neto, Ray Dorsey, Zafer Aydın, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, Jitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, the Parkinson’s Disease Digital Biomarker Challenge Consortium, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg
bioRxiv 2020.01.13.904722; doi: https://doi.org/10.1101/2020.01.13.904722
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