CRCCD_V1 (Colorectal Cancer Classification and Detection)

Colorectal Cancer Classification and Detection(CRCCD_V1). This data is collected from SUM Hospital, SOA University of Medical Science, Bhubaneswar, Odisha, India. Data is collected after all the institutional formalities and permissions from the Ethical Committee. Data is authenticated by the doctors of Gastroenterological Department. This data collection is possible by the collaboration of GIET university with SOA Institute of Medical Sciences, SUM Hospital. The dataset contains 8750 colorectal images in total having two sets: Train set and Test Set. Train set contains 7000 colorectal images consisting of 14 classes, each class having 500 images. Test set contains 1750 images consisting of 14 classes, each class having 125 images.

结直肠癌分类与检测数据集（Colorectal Cancer Classification and Detection, CRCCD_V1）。该数据集采集自印度奥里萨邦布巴内斯瓦尔的SOA医科大学SUM医院，所有机构手续及伦理委员会许可均已完成后方开展数据采集工作，且已由胃肠病学科医师完成审核认证。本次数据采集由GIET大学与SOA医科大学SUM医院合作完成。该数据集总计包含8750张结直肠影像，分为训练集（Train set）与测试集（Test set）两个子集：训练集含7000张结直肠影像，涵盖14个类别，每类各500张；测试集含1750张结直肠影像，同样涵盖14个类别，每类各125张。

搜集汇总

背景与挑战

背景概述

CRCCD_V1是一个专注于结直肠癌分类和检测的数据集，包含8750张图像，分为训练集和测试集，每类图像数量均衡。数据来自印度SUM医院，经过伦理批准和医生认证，并经过预处理以便研究使用。