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Perspectives / Publications
Read our latest publications, built on Verily’s foundation of clinical and scientific rigor, and see how we’re contributing to the changing landscape of research and care.
Saturday, November 1, 2025
Advancing Decentralized and Pragmatic Clinical Trials as a Path Toward Improved Representativeness and Greater Generalizability of Clinical Trial Evidence
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Thursday, July 3, 2025
Multi-modal analyses of proteomic measurements associated with type 2 diabetes from the Project Baseline Health Study
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Saturday, March 1, 2025
Addressing the challenges of integrating digital health technologies to measure patient-centred outcomes in clinical registries
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Friday, October 25, 2024
Medicare ‘Fit-For-Purpose’ Studies For Coverage Of Emerging Medical Products, Part 2: Case Studies
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Thursday, October 24, 2024
Medicare ‘Fit-For-Purpose’ Studies For Coverage Of Emerging Medical Products, Part 1: A Framework
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Friday, August 16, 2024
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection
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Monday, August 5, 2024
Modernizing the Data Infrastructure for Clinical Research to Meet Evolving Demands for Evidence
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Wednesday, June 12, 2024
Proposed framework to evaluate the ability of digital measures to track early stage Parkinson’s disease progression
Parkinson's Disease
Neurology
Digital Biomarkers
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Wednesday, June 12, 2024
Developing composite measures that track physical activity change in people with early-stage Parkinson’s disease using machine learning and wearable sensors
Parkinson's Disease
Neurology
Digital Biomarkers
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Friday, May 24, 2024
Increasing psychopharmacology clinical trial success rates with digital measures and biomarkers: Future methods
Mental Health
Transforming research
Digital Biomarkers
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Tuesday, May 7, 2024
Measuring Physical Functioning Using Wearable Sensors in Parkinson Disease and Chronic Obstructive Pulmonary Disease (the Accuracy of Digital Assessment of Performance Trial Study): Protocol for a Prospective Observational Study
Parkinson's Disease
Neurology
Digital Biomarkers
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Wednesday, April 3, 2024
Real-world walking behaviors are associated with early-stage heart failure: a Project Baseline Health Study
Cardiovascular Disease
Digital Biomarkers
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Tuesday, September 26, 2023
Validation of a Deep Learning Algorithm for Continuous, Real-Time Detection of Atrial Fibrillation Using a Wrist-Worn Device in an Ambulatory Environment
Cardiovascular Disease
Digital Biomarkers
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Friday, June 30, 2023
Real-life heart rate assessment: a digital biomarker for autonomic dysfunction in early Parkinson’s disease?
Parkinson's Disease
Neurology
Digital Biomarkers
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Friday, June 30, 2023
Real-life monitoring of Parkinson’s disease tremor: does the non-tremor subtype really exist?
Parkinson's Disease
Neurology
Digital Biomarkers
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Tuesday, June 13, 2023
Enhancing Participant Engagement in Clinical Studies: Strategies Applied in the Personalized Parkinson Project
Parkinson's Disease
Neurology
Digital Biomarkers
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Friday, April 21, 2023
Accuracy and Reliability of a Suite of Digital Measures of Walking Generated Using a Wrist-Worn Sensor in Healthy Individuals: Performance Characterization Study
Physical Activity
Walking Measures
Digital Biomarkers
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Tuesday, March 14, 2023
Analytical and clinical validity of wearable, multi-sensor technology for assessment of motor function in patients with Parkinson's disease in Japan
Parkinson's Disease
Neurology
Digital Biomarkers
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Sunday, January 29, 2023
Effects of Telehealth on Dropout and Retention in Care among Treatment-Seeking Individuals with Substance Use Disorder: A Retrospective Cohort Study
Mental Health
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Thursday, January 5, 2023
Wrist-worn sensor-based measurements for drug effect detection with small samples in people with Lewy Body Dementia
Parkinson's Disease
Neurology
Digital Biomarkers
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Monday, December 26, 2022
Lingering impacts on sleep following the Daylight Savings Time transition in the Project Baseline Health Study
Sleep
Digital Biomarkers
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Wednesday, November 30, 2022
Factor Structure of the Brief Addiction Monitor in a Non-Veteran Substance Use Disorder Outpatient Treatment Sample
Mental Health
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Friday, October 21, 2022
An Algorithm to Classify Real-World Ambulatory Status From a Wearable Device Using Multimodal and Demographically Diverse Data: Validation Study
Physical Activity
Walking Measures
Digital Biomarkers
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Monday, May 23, 2022
Virtual exam for Parkinson’s disease enables frequent and reliable remote measurements of motor function
Parkinson's Disease
Neurology
Transforming research
Digital Biomarkers
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Tuesday, May 10, 2022
Connecting Real-World Data to Support Public Health Efforts
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Thursday, April 7, 2022
Expanding the Evidence Base for Precision Healthcare
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Thursday, February 3, 2022
Research Goes Red: Early Experience With a Participant-Centric Registry
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Tuesday, January 4, 2022
Biological and clinical correlates of the patient health questionnaire-9: exploratory cross-sectional analyses of the baseline health study
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Thursday, October 7, 2021
Sorting Droplets Into Many Outlets
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Monday, August 16, 2021
Comparative Analysis of Machine Learning Approaches to Classify Tumor Mutation Burden in Lung Adenocarcinoma Using Histopathology Images
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Thursday, August 12, 2021
Toward a Mobile Platform for Real-world Digital Measurement of Depression: User-centered Design, Data Quality, and Behavioral and Clinical Modeling
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Thursday, August 12, 2021
A Holistic Approach for Suppression of COVID-19 Spread in Workplaces and Universities
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Sunday, August 8, 2021
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort
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Saturday, August 7, 2021
Importance of Social Determinants in Screening for Depression
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Thursday, July 29, 2021
Return of Individual Research Results: What Do Participants Prefer and Expect?
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Thursday, July 22, 2021
Detection of SARS-CoV-2 in Wastewater is an Efficient and Scalable Approach for Community Infection Monitoring
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Monday, July 19, 2021
A Novel Wearable Device for Continuous Temperature Monitoring & Fever Detection
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Friday, March 19, 2021
Crowdsourcing Digital Health Measures to Predict Parkinson’s Disease Severity: The Parkinson’s Disease Digital Biomarker DREAM Challenge
Parkinson's Disease
Neurology
Digital Biomarkers
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Thursday, November 5, 2020
Remote Application and Use of Real-Time Continuous Glucose Monitoring by Adults with Type 2 Diabetes in a Virtual Diabetes Clinic
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Thursday, October 1, 2020
Impact of Participation in a Virtual Diabetes Clinic on Diabetes-Related Distress in Individuals With Type 2 Diabetes
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Friday, August 28, 2020
Glycemic Outcomes in Adults With Type 2 Diabetes Participating in a Continuous Glucose Monitor–Driven Virtual Diabetes Clinic: Prospective Trial
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Thursday, August 20, 2020
Deep Learning for Automated Sleep Staging Using Instantaneous Heart Rate
Sleep
Digital Biomarkers
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Friday, June 5, 2020
The Project Baseline Health Study: a Step Towards a Broader Mission to Map Human Health
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Wednesday, December 11, 2019
Quantifying Neurologic Disease Using Biosensor Measurements In-Clinic and in Free-living Settings in Multiple Sclerosis
Parkinson's Disease
Neurology
Digital Biomarkers
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Monday, November 25, 2019
A Virtual Type 2 Diabetes Clinic Using Continuous Glucose Monitoring and Endocrinology Visits
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Wednesday, July 17, 2019
The Personalized Parkinson Project: Examining Disease Progression Through Broad Biomarkers in Early Parkinson’s Disease
Parkinson's Disease
Neurology
Digital Biomarkers
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Tuesday, July 9, 2019
The Personalized Parkinson Project: Examining Disease Progression Through Broad Biomarkers in Early Parkinson’s Disease
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Wednesday, May 1, 2019
CANDI: An R Package and Shiny App for Annotating Radiographs and Evaluating Computer-Aided Diagnosis
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Tuesday, April 30, 2019
Deep Learning Predicts Hip Fracture Using Confounding Patient and Healthcare Variables
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Friday, November 16, 2018
Variable Generalization Performance of a Deep Learning Model to Detect Pneumonia in Chest Radiographs: A Cross-sectional Study
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Sunday, September 23, 2018
Evaluating Convolutional and Recurrent Neural Network Architectures for Respiratory-Effort Related Arousal Detection During Sleep
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