Openwater 临床前肿瘤溶解数据
包含体外和体内超声参数实验数据，用于研究肿瘤溶解治疗，优化超声参数以破坏癌细胞同时保护健康组织。
基本信息
资源简介
Openwater 临床前肿瘤溶解数据
【数据集背景】
本数据集源站标题为《OpenwaterHealth/openwater-oncolysis-data》。源站首次发布：2023-12-08。
【数据内容】
源站原始描述：Openwater Preclinical Oncolysis Data # Openwater Preclinical Oncolysis Data This repository contains _in vitro_ and _in vivo_ data from experiments with the system. The Openwater Preclinical Oncolysis Prototype is designed to help researchers investigate the effect of different ultrasound parameters on a variety of in vitro and preclinical in vivo targets. Certain acoustic parameters may be well suited for damaging cancer cells while sparing surrounding healthy tissue, and this system is designe…
【主题与分类】
主题标签：datasets、focused-ultrasound、medical-imaging、oncolysis、openwater、opne-source-medical-device。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面：https://github.com/OpenwaterHealth/openwater-oncolysis-data
使用许可：AGPL-3.0。
【使用注意】
· 源站最后修改于 2023-12-20，引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载，适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档，适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务（收技术服务费，非数据销售）
暂未开放当前数据集主要来源为 Kaggle 公开托管，完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取
git clone https://github.com/OpenwaterHealth/opw_oncolysis_data.git
curl -L -o repo.zip https://github.com/OpenwaterHealth/opw_oncolysis_data/archive/refs/heads/main.zip
unzip repo.zip
源站 README 摘录（使用方式）
Openwater Preclinical Oncolysis Data
This repository contains in vitro and in vivo data from experiments with the system. The Openwater Preclinical Oncolysis Prototype is designed to help researchers investigate the effect of different ultrasound parameters on a variety of in vitro and preclinical in vivo targets. Certain acoustic parameters may be well suited for damaging cancer cells while sparing surrounding healthy tissue, and this system is designed to systematically explore such effects in a laboratory setting.
For additional details on the preclinical oncolysis system and its applications, refer to the wiki.
An overview of the experiments and results summarizes the key findings, while the raw data (where available) are also provided.
Datasets
The datasets in this repository include:
- In Vitro cell constructs & spheroid viabilities
- In Vitro cell-laden hydrogel dome cell viabilities
- In Vivo mouse flank caliper measurements
- In Vivo mouse flank sample histology
License
This project is licensed under the GNU Affero General Public License v3.0. See LICENSE for details.
Contributing
See Contributor Guidelines for details. Report an Issue
Investigational Use Only
CAUTION - Investigational device. Limited by Federal (or United States) law to investigational use. Systems described here have not been evaluated by the FDA and are not designed for the treatment or diagnosis of any disease.
数据加载示例（图像类）
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据缺失？
依托陕西、四川两大基地，我们与超过十家三甲医院建立直接合作关系，覆盖合规授权、采集治理、专业标注、数据交付的全流程，为AI医疗团队提供即拿即用的高质量临床数据。
⚡️ 需要数据支持或标注服务？立即联系我们获取专业方案。
