Home • Igor Matias (Master of Computer Science and Engineering)

Conference

Behavioral Data Categorization for Transformers-based Models in Digital Health

Clauirton Siebra1, Igor Matias1, and Katarzyna Wac1 1Quality of Life Technologies Lab, University of Geneva, Switzerland |...

16 November, 2022

Poster

Physical Activity may affect Sleep unexpectedly. Results from small data.

Igor Matias1, Eric J. Daza2, Alexandre de Masi1, Katarzyna Wac1 1University of Geneva, Switzerland, 2Evidation, United States...

31 October, 2022

Poster

Providemus alz: Giving you the power to foresee Alzheimer’s disease effortlessly

Igor Matias1, Matthias Kliegel1, Katarzyna Wac1 1University of Geneva, Switzerland On Data Science Day, University of Geneva,...

15 September, 2022

Journal

What possibly affects nighttime heart rate? Conclusions from N-of-1 observational data

Igor Matias, Eric J. Daza, Katarzyna Wac | Abstract: BackgroundHeart rate (HR), especially at nighttime, is an...

25 August, 2022

Poster

Fighting Alzheimer’s Disease Effortlessly

Igor Matias1, Matthias Kliegel1, Katarzyna Wac1 1University of Geneva, Switzerland In CUSO Winter School, Champéry, Switzerland, January...

24 January, 2022

Research Talks

Technology: your body’s seismometer

Igor Matias1 (September 2021)1University of Geneva, Switzerland In UNIGE's Data Science Day round table "Beyond SDGs: measuring and...

25 August, 2021

Research Talks

Co-calibrating Short Term, Mixed-Methods Based Momentary Assessments for Physical and Psychological Outcomes with Long Term Quality of Life Outcomes in Older Adults: The coQoL Method

Vlad Manea1, Igor Matias2, Katarzyna Wac1,2 1University of Copenhagen, Denmark; 2University of Geneva, Switzerland On UNIGE's Data Science...

25 August, 2021

Research Talks

Co-calibrating Short Term, Mixed-Methods Based Momentary Assessments for Physical and Psychological Outcomes with Long Term Quality of Life Outcomes in Older Adults: An Evaluation of the coQoL Method

Vlad Manea1, Igor Matias2, Katarzyna Wac1,21University of Copenhagen, Denmark; 2University of Geneva, Switzerland Abstract: Inactivity, lack of...

5 July, 2021

Research Talks

“Know You (Self) Better”: N-of-1 Based Self-Examination Using Wearables And Self-Reported Behaviors For An Improved Well-Being

Igor Matias Abstract: N-of-1 randomized trials help better understand the effects of an intervention, e.g., behavioral changes...

20 April, 2021

Journal

Prediction of Atrial Fibrillation using artificial intelligence on Electrocardiograms: A systematic review

Igor Matias, Nuno Garcia, Sandeep Pirbhulal, Virginie Felizardo, Nuno Pombo, Henriques Zacarias, Miguel Sousa, Eftim Zdravevski |...

5 December, 2020

Thesis

ECG based Prediction Model for Cardiac-Related Diseases using Machine Learning Techniques

Igor Matias, Nuno Garcia, Miguel Sousa, Eftim Zdravevski | Abstract: This dissertation presents research on the construction...

23 July, 2020

Conference

Scaffolding students on connecting STEM and interaction design: Case study in Tallinn University Summer School

Igor Matias, Nuno Pombo, Nuno Garcia, David Lamas and Vladimir Tomberg | Abstract: Fusion multidisciplinary subjects in...

17 May, 2018

Conference

Towards a Fully Automated Bracelet for Health Emergency Solution

Igor Matias, Nuno Pombo and Nuno Garcia | Abstract: Activity and health monitoring bracelets are currently a popular consumer...

19 March, 2018