Impact of a Conformité Européenne (CE) Certification–Marked Medical Software Sensor on COVID-19 Pandemic Progression Prediction: Register-Based Study Using Machine Learning Methods
Impact of a Conformité Européenne (CE) Certification–Marked Medical Software Sensor on COVID-19 Pandemic Progression Prediction: Register-Based Study Using Machine Learning Methods
Leevi Limingoja
1
, BM
;
Kari Antila
2
, PhD
;
Vesa Jormanainen
1, 3
, MD, MSc
;
Joel Röntynen
4
, PhD
;
Vilma Jägerroos
4
, MSc
;
Leena Soininen
5
, MD, EMBA, PhD
;
Hanna Nordlund
6
, CSC
;
Kristian Vepsäläinen
3, 7
, MSc
;
Risto Kaikkonen
4
, MSoc
;
Tea Lallukka
1
, PhD
1
Department of Public Health
,
University of Helsinki
,
Helsinki
,
FI
2
Solita Oy
,
Tampere
,
FI
3
Health and Social Service System Research
,
Welfare State Research and Reform
,
Finnish Institute for Health and Welfare
,
Helsinki
,
FI
4
Solita Oy
,
Helsinki
,
FI
5
Digifinland Oy
,
Helsinki
,
FI
6
IT Centre for Science
,
Helsinki
,
FI
7
University of Eastern Finland
,
Kuopio
,
FI