Ferreira D - Search Results

1

Detecting Drinking Episodes in Young Adults Using Smartphone-based Sensors.

Bae S, Ferreira D, Suffoletto B, Puyana JC, Kurtz R, Chung T, Dey AK. Bae S, et al. Among authors: ferreira d. Proc ACM Interact Mob Wearable Ubiquitous Technol. 2017 Jun;1(2):5. doi: 10.1145/3090051. Epub 2017 Jun 30. Proc ACM Interact Mob Wearable Ubiquitous Technol. 2017. PMID: 35146236 Free PMC article.

2

Mobile phone sensors and supervised machine learning to identify alcohol use events in young adults: Implications for just-in-time adaptive interventions.

Bae S, Chung T, Ferreira D, Dey AK, Suffoletto B. Bae S, et al. Among authors: ferreira d. Addict Behav. 2018 Aug;83:42-47. doi: 10.1016/j.addbeh.2017.11.039. Epub 2017 Nov 27. Addict Behav. 2018. PMID: 29217132 Free PMC article.

3

Estimation of Symptom Severity During Chemotherapy From Passively Sensed Data: Exploratory Study.

Low CA, Dey AK, Ferreira D, Kamarck T, Sun W, Bae S, Doryab A. Low CA, et al. Among authors: ferreira d. J Med Internet Res. 2017 Dec 19;19(12):e420. doi: 10.2196/jmir.9046. J Med Internet Res. 2017. PMID: 29258977 Free PMC article.

4

Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study.

Low CA, Li M, Vega J, Durica KC, Ferreira D, Tam V, Hogg M, Zeh Iii H, Doryab A, Dey AK. Low CA, et al. Among authors: ferreira d. JMIR Cancer. 2021 Apr 27;7(2):e27975. doi: 10.2196/27975. JMIR Cancer. 2021. PMID: 33904822 Free PMC article.

5

Deep Learning-Based Multimodal Data Fusion: Case Study in Food Intake Episodes Detection Using Wearable Sensors.

Bahador N, Ferreira D, Tamminen S, Kortelainen J. Bahador N, et al. Among authors: ferreira d. JMIR Mhealth Uhealth. 2021 Jan 28;9(1):e21926. doi: 10.2196/21926. JMIR Mhealth Uhealth. 2021. PMID: 33507156 Free PMC article.

6

"Leave your smartphone out of bed": quantitative analysis of smartphone use effect on sleep quality.

Kheirinejad S, Visuri A, Ferreira D, Hosio S. Kheirinejad S, et al. Among authors: ferreira d. Pers Ubiquitous Comput. 2023;27(2):447-466. doi: 10.1007/s00779-022-01694-w. Epub 2022 Nov 9. Pers Ubiquitous Comput. 2023. PMID: 36405389 Free PMC article.

7

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

Opoku Asare K, Terhorst Y, Vega J, Peltonen E, Lagerspetz E, Ferreira D. Opoku Asare K, et al. Among authors: ferreira d. JMIR Mhealth Uhealth. 2021 Jul 12;9(7):e26540. doi: 10.2196/26540. JMIR Mhealth Uhealth. 2021. PMID: 34255713 Free PMC article.

8

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

Kuosmanen E, Wolling F, Vega J, Kan V, Nishiyama Y, Harper S, Van Laerhoven K, Hosio S, Ferreira D. Kuosmanen E, et al. Among authors: ferreira d. JMIR Mhealth Uhealth. 2020 Nov 26;8(11):e21543. doi: 10.2196/21543. JMIR Mhealth Uhealth. 2020. PMID: 33242017 Free PMC article.

9

Predicting Symptoms of Depression and Anxiety Using Smartphone and Wearable Data.

Moshe I, Terhorst Y, Opoku Asare K, Sander LB, Ferreira D, Baumeister H, Mohr DC, Pulkki-Råback L. Moshe I, et al. Among authors: ferreira d. Front Psychiatry. 2021 Jan 28;12:625247. doi: 10.3389/fpsyt.2021.625247. eCollection 2021. Front Psychiatry. 2021. PMID: 33584388 Free PMC article.

10

Methicillin-resistant Staphylococcus aureus and coagulase-negative Staphylococcus produce antimicrobial substances against members of the skin microbiota in children with atopic dermatitis.

Guimarães LC, Garcia GD, Cavalcante FS, Dias GM, de Farias FM, Saintive S, Abad ED, Ferreira DC, Dos Santos KRN. Guimarães LC, et al. Among authors: ferreira dc. FEMS Microbiol Ecol. 2024 May 14;100(6):fiae070. doi: 10.1093/femsec/fiae070. FEMS Microbiol Ecol. 2024. PMID: 38806244 Free PMC article.

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