Raabin Health Database

Raabin Health Database

Accessing the health-related data to produce medical software and hardware

Few Steps To Free Download

Raabin Health Database

Raabin Website

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Step One

In the first step, register to the site. (Note that the respected users can download the free data without the need to register. However, the registered information when signing up will be used for better interaction and service delivery to all our dear customers.)

Step Two

Then, enter the site via the activation link and fill up the appropriate spaces in the user panel.

Step Three

Now, you can refer to the free data section or related page, choose the considered data and download it by clicking on "related title" or "download here".

Neutrophil

Raabin-WBC Data

Here you can choose and download the considered data by clicking on "related title" or "download here". Also you can read more about the importance and necessity of WBC by clicking the Raabin-WBC Data title

Double-labeled cropped cells

Double-labeled cropped cells are also provided containing only five main classes including mature neutrophils, lymphocytes (small and large), eosinophils, monocytes, and basophils. This sub-dataset is called Double-labeled Raabin-WB

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Nucleus_cytoplasm_Ground truths

In recent years, many researchers have investigated segmenting the cytoplasm and nucleus of the white blood cells. Hence, we tried to prepare the ground truths of the cytoplasm and the nucleus for a proper number of cropped white blood cells. For this purpose, 1145 cropped images including 242 lymphocytes, 242 monocytes, 242 neutrophils, 201 eosinophils, and 218 basophils were randomly selected, and their ground truths were extracted by an expert.

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Microscopic images taken by the Olympus CX18 microscope and the Samsung Galaxy S5 camera

Note that the images of each blood film are placed in separate folders. Corresponding to each microscopic image, a dictionary (.json format) file containing the following information about that image was provided:

  • Information about the blood elements in the image including their coordinates and labels.
  • Information about the blood smears including staining method and the type of the disease.
  • Information about the microscope includes the type of microscope and its magnification size.
  • The type of the camera used.

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Microscopic images taken by the Zeiss microscope and the LG G3 camera 

Note that the images of each blood film are placed in separate folders. Corresponding to each microscopic image, a dictionary (.json format) file containing the following information about that image was provided:

  • Information about the blood elements in the image including their coordinates and labels.
  • Information about the blood smears including staining method and the type of the disease.
  • Information about the microscope includes the type of microscope and its magnification size.
  • The type of the camera used.

"download here"

Note that the images of each blood film are placed in separate folders. Corresponding to each microscopic image, a dictionary (.json format) file containing the following information about that image was provided:

  • Information about the blood elements in the image including their coordinates and labels.
  • Information about the blood smears including staining method and the type of the disease.
  • Information about the microscope includes the type of microscope and its magnification size.
  • The type of the camera used.
Citation
• All documents and papers that use Raabin-WBC must cite the dataset paper appropriately.
 
• If you utilize the ground truth data, in addition to the dataset paper, you should cite the following paper:
Leukemia

Raabin-Leukemia Data

Here you can choose and download the considered data by clicking on "related title" or "download here". Also you can read more about the importance and necessity of WBC by clicking the Raabin-WBC Data title

Acute Lymphoblastic Leukemia

All samples were taken from patients who had referred to our collaborator medical laboratory (Takht-e Tavous Laboratory in Tehran, Iran). It should be notices Zeiss microscope and LG J3 smartphone camera had been used for imaging.

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Acute Myeloblastic Leukemia

All samples were taken from patients who had referred to our collaborator medical laboratory (Takht-e Tavous Laboratory in Tehran, Iran). It should be notices Zeiss microscope and LG J3 smartphone camera had been used for imaging.

"download here"

Chronic Lymphocytic Leukemia

All samples were taken from patients who had referred to our collaborator medical laboratory (Takht-e Tavous Laboratory in Tehran, Iran). It should be notices Zeiss microscope and LG J3 smartphone camera had been used for imaging.

"download here"

Chronic Myelogenous Leukemia

All samples were taken from patients who had referred to our collaborator medical laboratory (Takht-e Tavous Laboratory in Tehran, Iran). It should be notices Zeiss microscope and LG J3 smartphone camera had been used for imaging.

"download here"