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Table 1 Provenience and characteristics of the included chest x-ray exams

From: Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy

 

Timeframe

COVID-19

Negative

Total

 

Classifier training + validation (cross-validation)

Centre 1

1 March to 13 March 2020

135

135

270

Centre 2

25 February to 16 March 2020

115

 

230

Mid-February to mid-March 2019

 

115

Total training + validation

 

250

250

500

 

Classifier and human independent testing

Centre 1

14 March to 19 March 2020

74

36

110

Total testing

 

74

36

110

Total training + validation + testing

 

324

276

610