bob.med.tb.data.montgomery_RS

Extended Montgomery dataset for computer-aided diagnosis (extended with DensenetRS predictions)

The Montgomery database has been established to foster research in computer-aided diagnosis of pulmonary diseases with a special focus on pulmonary tuberculosis (TB).

• Reference: [MONTGOMERY-SHENZHEN-2014]

• Original resolution (height x width or width x height): 4020 x 4892

• 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)

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

Extended Montgomery dataset object