Deep learning based blood abnormalities detection as a tool for VEXAS syndrome screening

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本标注图像数据集源自以下论文： 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. 与 Eveillard, M.（2024），《基于深度学习的血液异常检测用于VEXAS综合征筛查》，《国际实验血液学杂志》（Int J Lab Hematol），https://doi.org/10.1111/ijlh.14368 有关该数据集的采集方法与相关研究发现，请参阅原论文。若使用本数据集，请引用该论文。 本项目包含逗号分隔值（CSV）格式的标注文件与图像文件夹，目录结构如下： train/ centre_ID/ patient_ID/ slide_ID/ 000000.jpg 000001.jpg ... test/ centre_ID/ patient_ID/ slide_ID/ ... train.csv test.csv