Scientific Services
End-to-End Scientific Support to Accelerate Clinical Development
Our Services
Scientific Services
End-to-End Scientific Support to Accelerate Clinical Development
Optimize Clinical Insights from Continuous Sensor Data
Study teams often struggle to demonstrate clinical benefit with traditional clinical outcome measures (COAs), which are often based on episodic and subjective ratings. The ActiGraph Science Team helps your study team capture meaningful clinical outcome measures, remotely and continuously, throughout the clinical development lifecycle using sensor-based wearable Digital Health Technologies (DHTs).
Delivering Exceptional Scientific Services for Your Clinical Trials
How Our Team Can Help Accelerate Your Clinical Development Program
At ActiGraph, we understand that introducing novel or additional elements to your development program can bring great opportunities, but also can come with risks. That’s why we built a world-class Science Team so you can leverage our expertise and experience to realize benefits such as improved enrollment, reduced participant burden, accelerated development timelines, and supported regulatory engagement.
We help you incorporate DHTs with a detailed deployment consultation and help you plan for effective fit-for-purpose data collection by leveraging shared best practices and avoiding common pain points.
Endpoint Design
Select and design the DHTs for the context of use and support the content validation of meaningful aspect of health.
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- Technical literature review and documentation
- DHT feasibility and usability evaluation
- Patient-focused research
- Protocol development
Algorithm Validation
Develop, validate, and implement algorithms that are fit-for-purpose for the context of use.
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- Compare and evaluate algorithm performance, including equivalency studies comparing devices
- Develop and implement new algorithms relevant for your study population(s)
- Refine and validate algorithms and data output
DHT Data Analysis
Conduct appropriate biostatistical analysis of the digital endpoints with consultation and/or full services.
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- Develop digital endpoint statistical analysis plan
- Including raw data from other wearable devices, such as Philips' discontinued Actiwatch
- Program and execute statistical analysis plan of wearable raw data
- Manuscript development and publication
Regulatory Engagement
Support regulatory engagement with our experience, knowledge, and documentations.
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- Consultations for regulatory engagement
- Clinical validity evaluation
- Develop Fit-For-Purpose regulatory dossier
ActiGraph Science Team
Sensor-based DHTs are inherently more complex than traditional clinical measures. To help study teams maximize the benefit of DHTs, ActiGraph has built a world-class team of engineers, data scientists, biostatisticians, and clinical scientists. Our multidisciplinary team provides end-to-end services to tailor the application of DHTs to the clinical hypotheses and reveal the otherwise invisible clinical insights derived from high-quality sensor data.
Christine Guo, PhD
Chief Scientific Officer
Rakesh Pilkar, PhD
Senior Data Scientist
Ali Neishabouri, PhD
Head of Data Science
Dawid Gerstel, PhD
Data Engineer
Matthew Patterson, PhD
Senior Data Scientist
Sylvain Zorman, PhD
Director Digital Health Sciences
ActiGraph's Science Team
Sensor-based DHTs are inherently more complex than traditional clinical measures, but the value they can bring to a development program is multifaceted. To help study teams maximize the benefit of DHTs, ActiGraph has built a world-class team of engineers, data scientists, biostatisticians, and clinical scientists. Our multidisciplinary team provides end-to-end services to tailor the application of DHTs to the clinical hypotheses and reveal the otherwise uncaptured clinical insights derived from high-quality sensor data.
Featured Science Team Publications
Body-worn sensors have contributed to a rich and growing body of literature in public health and clinical research in...
Digital clinical measures based on data collected by wearable devices have seen rapid growth in both clinical trials ...
Wearable accelerometers are widely used as an ecologically valid and scalable solution for long-term at-home sleep mo...
Step count is one of the most used real-world (RW) outcomes for understanding physical functioning, activity, and ove...
For the last 40 years, actigraphy or wearable accelerometry has provided an objective, lowburden and ecologically val...
To investigate the usefulness of gait-related spectral features derived from accelerometry to assess the risk of fall...
Body-worn sensors have contributed to a rich and growing body of literature in public health and clinical research in...
Digital clinical measures based on data collected by wearable devices have seen rapid growth in both clinical trials ...
Wearable accelerometers are widely used as an ecologically valid and scalable solution for long-term at-home sleep mo...
Step count is one of the most used real-world (RW) outcomes for understanding physical functioning, activity, and ove...
For the last 40 years, actigraphy or wearable accelerometry has provided an objective, lowburden and ecologically val...
To investigate the usefulness of gait-related spectral features derived from accelerometry to assess the risk of fall...
Schedule a Meeting with Our Science Team
Schedule a meeting with a member of our Science Team to learn more and receive personalized guidance on maximizing the benefits of digital health technologies (DHTs) throughout the clinical development lifecycle.
Schedule a Meeting with Our Science Team
Schedule a meeting with a member of our Science Team to learn more and receive personalized guidance on maximizing the benefits of digital health technologies (DHTs) throughout the clinical development lifecycle.
