Back

Long-term predictions for COVID-19 pandemic dynamics in Ukraine, Austria and Italy

Nesteruk, I.

2020-04-11 epidemiology
10.1101/2020.04.08.20058123 medRxiv
Show abstract

The SIR (susceptible-infected-removed) model, statistical approach to the parameter identification and the official WHO daily data about the confirmed cumulative number of cases were used to make some estimations for the dynamics of the coronavirus pandemic dynamics in Ukraine, Italy and Austria. The volume of the data sets and the influence of the information about the initial stages of the epidemics were discussed in order to have reliable long-time predictions. The final sizes and durations for the pandemic in these countries are estimated.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
The European Physical Journal Plus
13 papers in training set
Top 0.1%
9.2%
2
PLOS ONE
4510 papers in training set
Top 22%
8.5%
3
Biology
43 papers in training set
Top 0.1%
6.9%
4
Scientific Reports
3102 papers in training set
Top 17%
6.4%
5
Journal of Clinical Medicine
91 papers in training set
Top 0.5%
6.4%
6
Epidemiology and Infection
84 papers in training set
Top 0.4%
4.2%
7
Chaos, Solitons & Fractals
32 papers in training set
Top 0.5%
3.6%
8
Computers in Biology and Medicine
120 papers in training set
Top 1%
3.1%
9
Eurosurveillance
80 papers in training set
Top 0.5%
2.1%
50% of probability mass above
10
Infectious Disease Modelling
50 papers in training set
Top 0.6%
2.1%
11
International Journal of Infectious Diseases
126 papers in training set
Top 1%
2.1%
12
JMIR Public Health and Surveillance
45 papers in training set
Top 1%
2.1%
13
Nonlinear Dynamics
10 papers in training set
Top 0.2%
1.9%
14
Frontiers in Medicine
113 papers in training set
Top 3%
1.8%
15
PLOS Computational Biology
1633 papers in training set
Top 16%
1.7%
16
International Journal of Environmental Research and Public Health
124 papers in training set
Top 4%
1.7%
17
Frontiers in Public Health
140 papers in training set
Top 5%
1.5%
18
Mathematics
11 papers in training set
Top 0.1%
1.5%
19
Journal of Medical Virology
137 papers in training set
Top 2%
1.5%
20
Archives of Clinical and Biomedical Research
28 papers in training set
Top 1%
1.1%
21
Peer Community Journal
254 papers in training set
Top 3%
1.0%
22
Journal of Infection and Public Health
15 papers in training set
Top 0.4%
1.0%
23
BioMed Research International
25 papers in training set
Top 3%
0.9%
24
Swiss Medical Weekly
12 papers in training set
Top 0.2%
0.9%
25
Virus Research
36 papers in training set
Top 1.0%
0.9%
26
PeerJ
261 papers in training set
Top 13%
0.8%
27
Physical Review X
23 papers in training set
Top 0.5%
0.8%
28
JMIRx Med
31 papers in training set
Top 2%
0.8%
29
Informatics in Medicine Unlocked
21 papers in training set
Top 1%
0.7%
30
Frontiers in Pharmacology
100 papers in training set
Top 5%
0.7%