Winners for BEAT-PD DREAM Contest to Better Track Parkinson’s Named

Winners for BEAT-PD DREAM Contest to Better Track Parkinson’s Named
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The four winners of the Michael J. Fox Foundation (MJFF) and Sage Bionetworks Parkinson’s disease (PD) challenge to create new ways of using everyday technology to benchmark and predict disease progression remotely — including at home — have been announced.

Called the Biomarker and Endpoint Assessment to Track Parkinson’s Disease (BEAT-PD) Dream Challenge, the contest sought to determine whether Parkinson’s severity and progression can be assessed via sensor data collected as a person goes about daily life.

This year’s contest drew 43 teams, with winners sharing a $25,000 prize.

Teams had access to raw sensor (accelerometer and gyroscope) time-series data, hosted by BRAIN Commons, which they used to predict a patient’s treatment  status and symptom severity.

“We congratulate all the winners,” said Mark Frasier, PhD, senior vice president, Research Programs at MJFF, in a press release. “The Foundation has supported research into sensors and other digital tools for Parkinson’s for many years.”

BEAT-PD “projects are unlocking the potential of data collected by digital devices to help people with Parkinson’s, their physicians, and researchers. Now, more than ever, we understand the critical importance of remote monitoring for the safe and effective delivery of healthcare and the progress of clinical research.”

Winners of the BEAT-PD Challenge are:

The BEAT-PD Challenge built upon a previous data challenge, in which researchers showed that disease status and symptom severity could be predicted using data collected during the physician-monitored completion of certain tasks.

In the BEAT-PD Challenge, scientists sought to learn whether disease severity can be measured via passive sensor data gathered with consumer electronics and collected not during specific tasks, but day-to-day life. The ultimate goal is to be able to monitor disease progression at home.

In their efforts, teams ROC BEATPD, dbmi, and HaProzdor applied signal processing tactics to smartphone sensor data. Allowing for patient-specific characteristics, the results were subsequently used in machine learning models. Guan applied a deep-learning model using spatial and temporal sensor data augmentation.

The winners may now collaborate to optimize their models, and gauge them against clinician-validated symptom severity ratings. They also will co-author a publication on their findings.

Researchers can find more information and can apply to access these data here. Visit this site to learn more about the BEAT-PD Challenge and winners.

To host the challenge, MJFF and Sage partnered with Evidation Health, Northwestern University, Radboud University Medical Center, and BRAIN Commons.

Mary M. Chapman began her professional career at United Press International, running both print and broadcast desks. She then became a Michigan correspondent for what is now Bloomberg BNA, where she mainly covered the automotive industry plus legal, tax and regulatory issues. A member of the Automotive Press Association and one of a relatively small number of women on the car beat, Chapman has discussed the automotive industry multiple times of National Public Radio, and in 2014 was selected as an honorary judge at the prestigious Cobble Beach Concours d’Elegance. She has written for numerous national outlets including Time, People, Al-Jazeera America, Fortune, Daily Beast, MSN.com, Newsweek, The Detroit News and Detroit Free Press. The winner of the Society of Professional Journalists award for outstanding reporting, Chapman has had dozens of articles in The New York Times, including two on the coveted front page. She has completed a manuscript about centenarian car enthusiast Margaret Dunning, titled “Belle of the Concours.”
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Ana holds a PhD in Immunology from the University of Lisbon and worked as a postdoctoral researcher at Instituto de Medicina Molecular (iMM) in Lisbon, Portugal. She graduated with a BSc in Genetics from the University of Newcastle and received a Masters in Biomolecular Archaeology from the University of Manchester, England. After leaving the lab to pursue a career in Science Communication, she served as the Director of Science Communication at iMM.
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Mary M. Chapman began her professional career at United Press International, running both print and broadcast desks. She then became a Michigan correspondent for what is now Bloomberg BNA, where she mainly covered the automotive industry plus legal, tax and regulatory issues. A member of the Automotive Press Association and one of a relatively small number of women on the car beat, Chapman has discussed the automotive industry multiple times of National Public Radio, and in 2014 was selected as an honorary judge at the prestigious Cobble Beach Concours d’Elegance. She has written for numerous national outlets including Time, People, Al-Jazeera America, Fortune, Daily Beast, MSN.com, Newsweek, The Detroit News and Detroit Free Press. The winner of the Society of Professional Journalists award for outstanding reporting, Chapman has had dozens of articles in The New York Times, including two on the coveted front page. She has completed a manuscript about centenarian car enthusiast Margaret Dunning, titled “Belle of the Concours.”
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