bob.med.tb.data.shenzhen

Shenzhen dataset for computer-aided diagnosis

The standard digital image database for Tuberculosis is created by the National Library of Medicine, Maryland, USA in collaboration with Shenzhen No.3 People’s Hospital, Guangdong Medical College, Shenzhen, China. The Chest X-rays are from out-patient clinics, and were captured as part of the daily routine using Philips DR Digital Diagnose systems.

• Reference: [MONTGOMERY-SHENZHEN-2014]

• Original resolution (height x width or width x height): 3000 x 3000 or less

• Split reference: none

• Protocol default:

  • Training samples: 64% of TB and healthy CXR (including labels)

  • Validation samples: 16% of TB and healthy CXR (including labels)

  • Test samples: 20% of TB and healthy CXR (including labels)

Module Attributes

dataset

Shenzhen dataset object

bob.med.tb.data.shenzhen.dataset = <bob.med.tb.data.dataset.JSONDataset object>

Shenzhen dataset object