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Record
Title
Evaluation of Data Augmentation of MR Images for Deep Learning
Type
Student Paper
Publ. year
2018
Author/s
Andersson, Erik; Berglund, Robin
Department/s
Mathematical Statistics
In LUP since
2018-06-25
Downloads

Total This Year This Month
3348 9 9
Downloads per country

United States of America 603 (18%)
Sweden 246 (7%)
Germany 207 (6%)
India 191 (6%)
United Kingdom of Great Britain and Northern Ireland 164 (5%)
China 136 (4%)
South Korea 119 (4%)
Japan 100 (3%)
Canada 95 (3%)
France 91 (3%)
Netherlands (Kingdom of the) 89 (3%)
Italy 84 (3%)
Brazil 75 (2%)
Turkiye 74 (2%)
Taiwan (China) 52 (2%)
Spain 49 (1%)
Indonesia 41 (1%)
Australia 40 (1%)
Tunisia 38 (1%)
Israel 36 (1%)
Iran 36 (1%)
Belgium 34 (1%)
Norway 34 (1%)
Poland 34 (1%)
Russian Federation 34 (1%)
Singapore 32 (1%)
Malaysia 32 (1%)
Switzerland 30 (1%)
Viet Nam 29 (1%)
Hong Kong (China) 29 (1%)
Algeria 28 (1%)
Egypt 27 (1%)
Denmark 27 (1%)
Saudi Arabia 25 (1%)
Portugal 24 (1%)
Pakistan 22 (1%)
Bangladesh 22 (1%)
Greece 18 (1%)
Austria 17 (1%)
Iraq 17 (1%)
Morocco 16 (0%)
Unknown 16 (0%)
Thailand 15 (0%)
Finland 15 (0%)
South Africa 14 (0%)
Philippines 12 (0%)
Argentina 12 (0%)
Hungary 11 (0%)
Colombia 8 (0%)
Ireland 8 (0%)
Belarus 7 (0%)
Mexico 7 (0%)
Kazakhstan 7 (0%)
Peru 7 (0%)
Czechia 6 (0%)
Ukraine 6 (0%)
Ethiopia 6 (0%)
Lithuania 6 (0%)
Slovakia 5 (0%)
New Zealand 4 (0%)
Cyprus 4 (0%)
Romania 4 (0%)
Ghana 4 (0%)
Ecuador 3 (0%)
Nigeria 3 (0%)
Syrian Arab Republic 3 (0%)
Sri Lanka 3 (0%)
Qatar 3 (0%)
Zimbabwe 2 (0%)
Macedonia 2 (0%)
Malta 2 (0%)
Jordan 2 (0%)
Cameroon 2 (0%)
Armenia 2 (0%)
Latvia 2 (0%)
Bosnia and Herzegovina 2 (0%)
Croatia 2 (0%)
Uruguay 2 (0%)
Uganda 2 (0%)
Estonia 1 (0%)
Serbia 1 (0%)
Trinidad and Tobago 1 (0%)
Oman 1 (0%)
Moldova, The Republic of 1 (0%)
Senegal 1 (0%)
United Arab Emirates 1 (0%)
Georgia 1 (0%)
Jamaica 1 (0%)
Luxembourg 1 (0%)
Guatemala 1 (0%)
Tanzania, the United Republic of 1 (0%)
Kyrgyzstan 1 (0%)
Paraguay 1 (0%)
Brunei Darussalam 1 (0%)
About
The download statistics shown here have been collected since the launch of LUP in October 2007 and are updated every night. Statistics are available for all records with open access fulltexts. Efforts have been made to exclude downloads by robots and track irregular download activities.

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Disclaimer
The information on downloads per country is based on the geolocation of IP addresses and may not be completely accurate. The statistics presented here may also change retroactively when the calculation process is improved to provide more accurate results.

Statistics Last Updated
Fri Jan 16 08:51:17 2026