Table 6.
Comparing some datasets with double-labeled Raabin-WBC.
| Dataset | Number of WBCs | Access | Staining | Microscope and zoom | Camera | Label | Ground truths | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Lymp | Mon | Neut | Eos | Bas | Total | Nucleus | Cytoplasm or whole cell | ||||||
| LISC20 | 59 | 55 | 56 | 42 | 54 | 266 | Public | Gismo-right |
Axioskope40 Zoom : 100X |
Sony-SSCDC50AP | One expert | 266 | 266 |
| BCCD18 | 33 | 19 | 208 | 86 | 3 | 349 | Public | Gismo-right |
Regular light microscope Zoom : 100X |
CCD color camera | One expert | ⨉ | ⨉ |
| Hegde et al.39 | 33 | 23 | 30 | 22 | 14 | 122 | Private | Leishman |
OLYMPUS CX31 Zoom : 100X |
N/A | One expert | 122 | ⨉ |
| MISP19 | 36 | 33 | 38 | 42 | 0 | 149 | Public | N/A |
Canon optical microscope Zoom : 100X |
Canon V1 | One expert | ⨉ | ⨉ |
| ALL-IDB17 | 60 | 3 | 18 | 2 | 1 | 84 | Public | N/A |
N/A Zoom : 300X–500X |
Canon PowerShot G5 | N/A | ⨉ | ⨉ |
|
Zheng et al.21 (CellaVision) |
37 | 18 | 30 | 12 | 3 | 100 | Public | N/A |
N/A Zoom : N/A |
N/A | One expert | 100 | 100 |
| Zheng et al.21 | 53 | 48 | 176 | 22 | 1 | 300 | Public | A newly developed method21 |
N800-D motorized autofocus Zoom : N/A |
Motic moticam pro 252A | One expert | 300 | 300 |
| Double-labeled Raabin-WBC | 3609 | 795 | 10,862 | 1066 | 301 | 17,965 | public | Giemsa |
1. Olympus Cx18 2. Zeiss microscope Zoom : 100 |
1.Camera phone Samsung galaxy S5 2.Camera phone LG G3 |
Two experts | 1145 | 1145 |
Double-labeled Raabin-WBC does not contain the repeated samples as well as includes only five general cells (lymphocyte, monocyte, neutrophil, eosinophil, and basophil).