ArticleProceedings of the ... International Conference on Embedded Networked Sensor Systems. International Conference on Embedded Networked Sensor Systems2017
mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions.
Article in Proceedings of the ... International Conference on Embedded Networked Sensor Systems. International Conference on Embedded Networked Sensor Systems, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed.
- Sense2Stop: A micro-randomized trial using wearable sensors to optimize a just-in-time-adaptive stress management intervention for smoking relapse prevention.Contemporary clinical trials · 2021Trial
- Digital Phenotyping of Mental and Physical Conditions: Remote Monitoring of Patients Through RADAR-Base Platform.JMIR mental health · 2024Article
- The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols.Translational behavioral medicine · 2023Article
- ZotCare: a flexible, personalizable, and affordable mhealth service provider.Frontiers in digital health · 2023Article
- A Just-In-Time Adaptive intervention (JITAI) for smoking cessation: Feasibility and acceptability findings.Addictive behaviors · 2023Article
- mRisk: Continuous Risk Estimation for Smoking Lapse from Noisy Sensor Data with Incomplete and Positive-Only Labels.Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies · 2022Article
- Software Architecture Patterns for Extending Sensing Capabilities and Data Formatting in Mobile Sensing.Sensors (Basel, Switzerland) · 2022Article
- Enhancing mHealth data collection applications with sensing capabilities.Frontiers in public health · 2022Article
- Dynamic models of stress-smoking responses based on high-frequency sensor data.NPJ digital medicine · 2021Article
- WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data.Conference on Computer and Communications Security : proceedings of the ... conference on computer and communications security. ACM Conference on Computer and Communications Security · 2021Article
- Willingness to Share Wearable Device Data for Research Among Mechanical Turk Workers: Web-Based Survey Study.Journal of medical Internet research · 2021Article
- Smoking Cessation Using Wearable Sensors: Protocol for a Microrandomized Trial.JMIR research protocols · 2021Article
- The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity under Free-Living and Simulated Activity Settings.Sensors (Basel, Switzerland) · 2021Article
- An Examination of the Feasibility of Detecting Cocaine Use Using Smartwatches.Frontiers in psychiatry · 2021Article
- JTrack: A Digital Biomarker Platform for Remote Monitoring of Daily-Life Behaviour in Health and Disease.Frontiers in public health · 2021Article
- A Scalable System for Passively Monitoring Oral Health Behaviors Using Electronic Toothbrushes in the Home Setting: Development and Feasibility Study.JMIR mHealth and uHealth · 2020Article
- Research data management in health and biomedical citizen science: practices and prospects.JAMIA open · 2020Article
- SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors.Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies · 2020Article
- Towards detecting cocaine use using smartwatches in the NIDA clinical trials network: Design, rationale, and methodology.Contemporary clinical trials communications · 2019Article
- A Wearable IoT Aldehyde Sensor for Pediatric Asthma Research and Management.Sensors and actuators. B, Chemical · 2019Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
The development and validation studies of new multisensory biomarkers and sensor-triggered interventions requires collecting raw sensor data with associated labels in the natural field environment. Unlike platforms for traditional mHealth apps, a software platform for such studies needs to not only support high-rate data ingestion, but also share raw high-rate sensor data with researchers, while supporting high-rate sense-analyze-act functionality in real-time. We present CCS CONCEPTS: • ACM REFERENCE FORMAT: Syed Monowar Hossain, Timothy Hnat, Nazir Saleheen, Nusrat Jahan Nasrin, Joseph Noor, Bo-Jhang Ho, Tyson Condie, Mani Srivastava, and Santosh Kumar. 2017. mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions. In
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.