Concepedia

Julio Vega

JV

14

Publications

518

Citations

13

H-Index

2018

Active since

Affiliations

University of Pittsburgh(Current)

University of Oulu

University of Manchester

University of Washington

University of Helsinki

Julio Vega is an author at University of Pittsburgh specializing in engineering, human-computer interaction, and wearable technology.

Top concepts

EngineeringPublic HealthWearable DevicesHealth InformaticsHuman-computer InteractionTelehealthData ScienceMobile HealthData ManagementMobile Computing

Publications per year

2018–2023

14

Publications

14

Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study

Kennedy Opoku Asare, Yannik Terhorst, Julio Vega et al. · JMIR mhealth and uhealth · 2021 · 136 citations · Full text

Mood ratings and digital biomarkers from smartphone and wearable data differentiates and predicts depression status: A longitudinal data analysis

Kennedy Opoku Asare, Isaac Moshe, Yannik Terhorst et al. · Pervasive and Mobile Computing · 2022 · 73 citations · Full text

Reproducible Analysis Pipeline for Data Streams: Open-Source Software to Process Data Collected With Mobile Devices

Julio Vega, Meng Li, Kwesi Aguillera et al. · Frontiers in Digital Health · 2021 · 48 citations · Full text

Engineering, Mobile Devices, Wearable Technology +22

Smartphone-Based Monitoring of Parkinson Disease: Quasi-Experimental Study to Quantify Hand Tremor Severity and Medication Effectiveness

Elina Kuosmanen, Florian Wolling, Julio Vega et al. · JMIR mhealth and uhealth · 2020 · 40 citations · Full text

Continuous-Time Modeling of the Bidirectional Relationship Between Incidental Affect and Physical Activity

Geralyn R. Ruissen, Mark R. Beauchamp, Eli Puterman et al. · Annals of Behavioral Medicine · 2022 · 40 citations · Full text

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