遇见数据集

Data from: Molecular and cellular processes of deafferentation after plexus injury in human dorsal root ganglia

收藏
Zenodo2024-01-25 更新2026-05-25 收录
官方服务:

资源简介:

Dataset of human dorsal root ganglia (DRG) images and deep learning models Sections of six control and six plexus patient DRG were immunostained and imaged using large-field (tile) microscopy. Two staining combinations were investigated: - neurofilament (NF), fatty acid binding protein 7 (FABP7), and clusterin (APOJ) - neurofilament (NF), ionized calcium-binding adapter molecule 1 (IBA1), and microtubule-associated protein 2 (MAP2) NF-positive neurons were segmented with a deep learning method (deepflash2). FABP7 and IBA1 were segmented with a thresholding method. Provided are: - all images and corresponding segmentation masks for NF, FABP7, and IBA1 - images and annotated segmentation masks of NF-positive neurons (3 experts annotated the same 10 images, the estimated ground truth masks were used for training of deep learning models) - the deep learning model ensemble (3) for segmentation of NF-positive neurons

提供机构:
Zenodo
创建时间:
2022-11-10
二维码
社区交流群
二维码
科研交流群
商业服务