Docty/Brain-Tumor-MRI

该数据集包含图像和标签两个主要特征，标签部分详细列出了四种不同的肿瘤类型：无肿瘤、垂体瘤、脑膜瘤和胶质瘤。数据集分为训练集和验证集，训练集包含2870个样本，验证集包含394个样本。总下载大小为87983674字节，数据集总大小为105028940.8字节。

This dataset contains medical images and their corresponding tumor type labels. The image feature is image, and the label feature is label, which includes four types: no_tumor, pituitary_tumor, meningioma_tumor, and glioma_tumor. The dataset is divided into a training set and a validation set, with 2870 samples in the training set and 394 samples in the validation set. The total download size of the dataset is 87983674 bytes, and the total size is 105028940.8 bytes.

搜集汇总

背景与挑战

背景概述

该数据集是一个包含3,264行脑部肿瘤MRI图像的医学影像数据集，采用parquet格式存储，分为训练集和验证集，包含4种肿瘤分类标签。数据集使用MIT许可证，适合用于医学图像分类任务的研究和开发。