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Julio Vega · Study

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Julio Vega

7 works· latest 2022· 2 institutionscluster: provisionalORCID 0000-0002-0140-3392

h-index6

i104

Citations316

Works here7

20

21

22

Most cited in this library

Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study2021 · 143 citations
Mood ratings and digital biomarkers from smartphone and wearable data differentiates and predicts depression status: A longitudinal data analysis2022 · 82 citations
Reproducible Analysis Pipeline for Data Streams: Open-Source Software to Process Data Collected With Mobile Devices2021 · 53 citations
Shaping the Design of Smartphone-Based Interventions for Self-Harm2020 · 19 citations
RAPIDS: Reproducible Analysis Pipeline for Data Streams Collected with Mobile Devices (Preprint)2020 · 9 citations

Works

7 shown

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

Pervasive and Mobile Computing·2022·8 authors·Open access

82citations

Detecting Mental Health Behaviors Using Mobile Interactions: Exploratory Study Focusing on Binge Eating

JMIR Mental Health·2022·7 authors·Open access

6citations

Me in the Wild: An Exploratory Study Using Smartphones to Detect the Onset of Depression

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2022·4 authors·other

4citations

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

Frontiers in Digital Health·2021·8 authors·Open access

53citations

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

JMIR mhealth and uhealth·2021·6 authors·Open access

143citations

RAPIDS: Reproducible Analysis Pipeline for Data Streams Collected with Mobile Devices (Preprint)

·2020·8 authors·preprint·Open access

9citations

Shaping the Design of Smartphone-Based Interventions for Self-Harm

CHI Conference on Human Factors in Computing Systems·2020·7 authors·other·Open access

19citations