Deep learning based blood abnormalities detection as a tool for VEXAS syndrome screening
收藏doi.org2024-11-14 更新2025-03-25 收录
下载链接：
http://doi.org/10.17632/v5ttsjnsgk.1
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资源简介：
Annotated image dataset from the paper :
De Almeida Braga, C., Bauvais, M., Sujobert, P., Heiblig, M., Jullien, M., Le Calvez, B., Richard, C., Le Roc'h, V., Rault, E., Hérault, O., Peterlin, P., Garnier, A., Chevallier, P., Bouzy, S., Le Bris, Y., Néel, A., Graveleau, J., Kosmider, O., Paul-Gilloteaux, P., Normand, N. and Eveillard, M. (2024), Deep Learning-Based Blood Abnormalities Detection as a Tool for VEXAS Syndrome Screening. Int J Lab Hematol. https://doi.org/10.1111/ijlh.14368
Please refer to the paper for additionnal information on collection methods and findings related to the data.
Please cite the paper if you use this data.
The project contains .csv annotation files and image folders structured as follows :
train/
centre_ID/
patient_ID/
slide_ID/
000000.jpg
000001.jpg
...
test/
centre_ID/
patient_ID/
slide_ID/
...
train.csv
test.csv
本数据集源于论文《基于深度学习的血液异常检测作为VEXAS综合征筛查工具》（De Almeida Braga, C., Bauvais, M., Sujobert, P., Heiblig, M., Jullien, M., Le Calvez, B., Richard, C., Le Roc’h, V., Rault, E., Hérault, O., Peterlin, P., Garnier, A., Chevallier, P., Bouzy, S., Le Bris, Y., Néel, A., Graveleau, J., Kosmider, O., Paul-Gilloteaux, P., Normand, N. and Eveillard, M. (2024), Deep Learning-Based Blood Abnormalities Detection as a Tool for VEXAS Syndrome Screening. Int J Lab Hematol. https://doi.org/10.1111/ijlh.14368）。请参阅该论文以获取有关数据收集方法和发现的相关附加信息。如使用此数据，请引用该论文。项目包含.csv标注文件和图像文件夹，结构如下：
train/
centre_ID/
patient_ID/
slide_ID/
000000.jpg
000001.jpg
...
test/
centre_ID/
patient_ID/
slide_ID/
...
train.csv
test.csv
提供机构：
doi.org
