Table 1 Dataset summary.

From: Learning deep features for dead and living breast cancer cell classification without staining

 

Raw images

Cropped images

Total live

Total dead

Train live

Train dead

Train total

Valid. live

Valid. dead

Valid. total

Test live

Test dead

Test total

No treatment

339

21,848

10,464

11,384

8680

9480

18,160

891

925

1816

979

893

1872

Doxo/paclitaxel

964

56,632

5081

51,551

4195

42,966

47,161

437

4314

4751

449

4271

4720

  1. The first row corresponds to raw, full resolution images (1344 \(\times\) 1024 pixels). The number of cropped images are reported after empty patch filtering. The classification classes are unbalanced, particularly for the Doxo/Paclitaxel data.
Back to article page