Data Sample Sizes.

NIAID Data Ecosystem2026-05-01 收录

肿瘤分类

样本量统计

数据链接：

https://figshare.com/articles/dataset/Data_Sample_Sizes_/22937547 数据链接链接失效反馈

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资源简介：

This file reports the tumor type categories and their respective sample size. (XLSX)

创建时间：

2023-05-18

脑肿瘤四分类（胶质瘤、脑膜瘤、垂体瘤、无肿瘤）影像数据集

医疗影像

肿瘤分类

AI 医疗模型全流程开发与优化，多分类模型基础训练：作为核心训练数据，支撑 CNN、ResNet、Vision Transformer 等深度学习模型的开发，实现胶质瘤、脑膜瘤、垂体瘤与无肿瘤脑部图像的精准四分类，解决基础二分类模型无法区分肿瘤亚型的痛点。模型性能迭代与验证：用于模型超参数调优、泛化能力测试和鲁棒性验证，通过不同的图像样本，提升模型对罕见病例、微小肿瘤的识别准确率，避免模型过拟合。

北京市数据知识产权2026-02-04 更新280

BreastDataset

乳腺癌诊断

肿瘤分类

🩺 Predicting Malignant vs Benign Tumors from Breast Biopsy Features 🧬

kaggle2025-10-26 更新70

Additional file 5 of Constructing cancer patient-specific and group-specific gene networks with multi-omics data

癌症基因网络

肿瘤分类

Additional file 5 Performance of classification of tumor samples and normal samples.

Figshare2020-08-28 更新60

Untitled Item

病理学图像分析

肿瘤分类

The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor ty

DataCite Commons2025-06-01 更新70

Advanced Endoscopic Imaging in Colonoscopy

结肠镜诊断技术

肿瘤分类

The aim of the study is to evaluate the usefulness of high-tech endoscopy in clinical practice. The important elements of this evaluation are: * Evaluation of the character of neoplastic lesions in th

NIAID Data Ecosystem60

Data Sample Sizes.

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