Denzil Ferreira

Years Active: 2017-2021
Publications (10 Years): 5

University of Oulu

University of Oulu (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Oulu Sep 07 2013

Finland

Senior Research Fellow :: Faculty of ITEE

Carnegie Mellon University Aug 01 2014 - Dec 31 2014

United States

Visiting Lecturer / Senior Data Scientist :: Human-Computer Interaction Institute

University of Cambridge Jun 01 2014 - Jul 31 2014

United Kingdom

Visiting Data Scientist :: Computer Laboratory

Center for Environmental Respiratory Health Sep 01 2013 - Mar 31 2014

Finland

Visiting Data Scientist :: University of Oulu Medical School

Education History

University of Oulu Oct 01 2011 - Sep 07 2013

Finland

PHD

Carnegie Mellon University Aug 01 2009 - Dec 31 2010

United States

MSC :: Human-Computer Interaction Institute

University of Madeira Sep 01 2007 - Jun 30 2009

Portugal

MSC :: Computer Science and Engineering

Publications

Carissa A Low, Meng Li, Julio Vega, Krina C Durica, Denzil Ferreira, Vernissia Tam, Melissa E Hogg, Herbert J Zeh, Afsaneh Doryab, Anind K Dey
Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study. JMIR cancer 7 (2) (2021)
Kennedy Opoku Asare, Yannik Terhorst, Julio Vega, Ella Peltonen, Eemil Lagerspetz, Denzil Ferreira
Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study. JMIR mHealth and uHealth 9 (7) (2021)
Nooshin Bahador, Denzil Ferreira, Satu Tamminen, Jukka Kortelainen
Deep Learning-Based Multimodal Data Fusion: Case Study in Food Intake Episodes Detection Using Wearable Sensors. JMIR mHealth and uHealth 9 (1) (2021)
Elina Kuosmanen, Florian Wolling, Julio Vega, Valerii Kan, Yuuki Nishiyama, Simon Harper, Kristof Van Laerhoven, Simo Hosio, Denzil Ferreira
Smartphone-Based Monitoring of Parkinson Disease: Quasi-Experimental Study to Quantify Hand Tremor Severity and Medication Effectiveness. JMIR mHealth and uHealth 8 (11) (2020)
Carissa A Low, Anind K Dey, Denzil Ferreira, Thomas W Kamarck, Weijing Sun, Sang Won Bae, Afsaneh Doryab
Estimation of Symptom Severity During Chemotherapy From Passively Sensed Data: Exploratory Study. Journal of medical Internet research 19 (12) (2017)

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