眼科手术微型功能穿刺器增材制造数据表1
眼科手术微型穿刺器3D打印研究数据,涵盖材料、打印设置及测试结果。

基本信息
资源简介
眼科手术微型功能穿刺器增材制造数据表1
【一句话概览】
本数据集是 figshare 公开的影像数据集,收录 1 个文件、合计 1.18 MB,主题涵盖 additive manufacturing、Stereolithography、miniaturization、ophthalmology、trocar,可用于医学图像分割、检测与分类模型的训练与评测,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Data_Sheet_1_Additive Manufacturing of a Miniature Functional Trocar for Eye Surgery.docx》。配套论文《Additive manufacturing of medical instruments: A state-of-the-art review》发表于 Additive Manufacturing(2019),DOI:10.1016/j.addma.2019.03.015。源站首次发布:2022-02-17。
【数据内容】
源站原始描述:Stereolithography is emerging as a promising additive manufacturing technology for a range of applications in the medical domain. However, for miniature, medical devices such as those used in ophthalmic surgery, a number of production challenges arise due to the small size of the components. In this work, we investigate the challenges of creating sub-millimeter features for a miniature, functional trocar using Stereolithography. The trocar cannula system is used in eye surgery to facilitate a pa…
【数据结构与技术规格】
文件数 1 个,合计 1.18 MB。Data_Sheet_1_Additive Manufacturing of a Miniature Functional Trocar for Eye Surgery.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,1.18 MB。数据集 DOI:10.3389/fmedt.2022.842958.s001。
【主题与分类】
源站学科分类:Medical Biotechnology Diagnostics (incl. Biosensors)、Regenerative Medicine (incl. Stem Cells and Tissue Engineering)、Biotechnology、Medical Devices、Biomedical Engineering not elsewhere classified。主题标签:additive manufacturing、Stereolithography、miniaturization、ophthalmology、trocar、micro fabrication。
【适用方向】
影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Additive_Manufacturing_of_a_Miniature_Functional_Trocar_for_Eye_Surgery_docx/19185992
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Lussenburg, Kirsten; Scali, Marta; Sakes, Aimée; Breedveld, Paul (2022). Data_Sheet_1_Additive Manufacturing of a Miniature Functional Trocar for Eye Surgery.docx. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-10,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(Figshare)
- 源站标题:Data_Sheet_1_Additive Manufacturing of a Miniature Functional Trocar for Eye Surgery.docx
- DOI:10.3389/fmedt.2022.842958.s001
- 发布日期:2022-02-17
- 文件数:1 个
- 文件总体积:1.18 MB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Additive_Manufacturing_of_a_Miniature_Functional_Trocar_for_Eye_Surgery_docx/19185992
命令行下载
curl -L -o "Data_Sheet_1_Additive Manufacturing of a Miniature Functional Trocar for Eye Surgery.docx" "https://ndownloader.figshare.com/files/34088918"
文件清单
Data_Sheet_1_Additive Manufacturing of a Miniature Functional Trocar for Eye Surgery.docx(1.18 MB)
文件总体积 1.18 MB(源站 API 实测)。
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。
数据说明
Stereolithography is emerging as a promising additive manufacturing technology for a range of applications in the medical domain. However, for miniature, medical devices such as those used in ophthalmic surgery, a number of production challenges arise due to the small size of the components. In this work, we investigate the challenges of creating sub-millimeter features for a miniature, functional trocar using Stereolithography. The trocar cannula system is used in eye surgery to facilitate a passage for other instruments. A standard trocar consists of a hollow cannula and a flexible check valve. The research was performed in two stages: in the first stage we investigated the effect of different materials and print settings on the current design of the cannula and the valve separately, and in the second stage we used these findings to optimize the design and production process. After the first investigation, it became apparent that even though the dimensions of the trocar are within the feature size range of Stereolithography, all hollow features tended to fuse shut during printing. This effect appeared regardless of the materials or print settings, and can be attributed to refraction of the laser source. In order to circumvent this, we identified two potential strategies: (1) increasing the negative space surrounding features; and (2) decreasing the surface area per layer. By applying these strategies, we tested a new design for the cannula and valve and managed to 3D print a functional trocar, which was tested in an artificial eye. The design of the 3D printed trocar allows for further personalization depending on the specific requirements of both patient and surgeon. The proposed strategies can be applied to different applications to create miniature features using Stereolithography.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fmedt.2022.842958.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Additive_Manufacturing_of_a_Miniature_Functional_Trocar_for_Eye_Surgery_docx/19185992)。
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。




