Julio Vega - Concepedia

Author

Julio Vega

University of Pittsburgh ORCID

Also Known As

Julio Cesar Vega Suarez, Julio Vega, Lorena Isabel Torres Plata, Vega, Julio

Publications

656

Citations

H-Index

Concepts

All Affiliations

University of Pittsburgh University of Oulu University of Manchester University of Washington University of Helsinki

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	141
2	Public Health	4	4	67
3	Education	1	1	39
4	Management	1	1	48
5	Medicine	1	1	13

Julio Vega

Publications

518

Citations

H-Index

Page 1

	Year	Citations
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, JMIR mhealth and uhealth	2021	136
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, Pervasive and Mobile Computing	2022	73
Reproducible Analysis Pipeline for Data Streams: Open-Source Software to Process Data Collected With Mobile Devices Julio Vega, Meng Li, Kwesi Aguillera, Frontiers in Digital Health EngineeringMobile DevicesWearable TechnologyMobile Sensor DataSoftware Engineering	2021	48
Smartphone-Based Monitoring of Parkinson Disease: Quasi-Experimental Study to Quantify Hand Tremor Severity and Medication Effectiveness Elina Kuosmanen, Florian Wolling, Julio Vega, JMIR mhealth and uhealth	2020	40
Continuous-Time Modeling of the Bidirectional Relationship Between Incidental Affect and Physical Activity Geralyn R. Ruissen, Mark R. Beauchamp, Eli Puterman, Annals of Behavioral Medicine	2022	40
Back to Analogue Julio Vega, Samuel Couth, Ellen Poliakoff, MusicEngineeringAnalog DesignWearable TechnologyEducation	2018	39
Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study Carissa A. Low, Meng Li, Julio Vega, JMIR Cancer	2021	29
Shaping the Design of Smartphone-Based Interventions for Self-Harm Mahsa Honary, Beth T. Bell, Sarah Clinch, Mobile SensingMental Health MonitoringBehavioral SciencesAssistive TechnologyYoung People	2020	21
Exploring Perceptions of Cross-Sectoral Data Sharing with People with Parkinson’s Róisín McNaney, Catherine Morgan, Pranav Kulkarni, CHI Conference on Human Factors in Computing Systems EngineeringInformation SharingCommunicationCross-sectoral Data SharingConnected Health	2022	20
Exploratory machine learning modeling of adaptive and maladaptive personality traits from passively sensed behavior Runze Yan, Whitney R. Ringwald, Julio Vega, Future Generation Computer Systems Exploratory MachineBehavioral SciencesPersonality PsychologyPredictive AnalyticsAffective Computing	2022	18

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