3D打印骨假体和支架的质量设计应用数据集

数据集获取（Figshare）

• 源站标题：Application of quality by design for 3D printed bone prostheses and scaffolds
• DOI：10.1371/journal.pone.0195291
• 发布日期：2018-04-12
• 文件数：5 个
• 文件总体积：2.38 MB
• 源站页面：https://plos.figshare.com/articles/dataset/Application_of_quality_by_design_for_3D_printed_bone_prostheses_and_scaffolds/6135224

命令行下载

curl -L -o "S1 File.pdf" "https://ndownloader.figshare.com/files/11073848"
curl -L -o "S2 File.pdf" "https://ndownloader.figshare.com/files/11073854"
curl -L -o "S3 File.pdf" "https://ndownloader.figshare.com/files/11073866"
curl -L -o "S1 Database.xlsx" "https://ndownloader.figshare.com/files/11073869"
curl -L -o "S2 Database.xlsx" "https://ndownloader.figshare.com/files/11073875"

文件清单

• S1 File.pdf（854.88 KB）
• S2 File.pdf（904.12 KB）
• S3 File.pdf（552.52 KB）
• S1 Database.xlsx（46.65 KB）
• S2 Database.xlsx（23.77 KB）

文件总体积 2.38 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

3D printing is an emergent manufacturing technology recently being applied in the medical field for the development of custom bone prostheses and scaffolds. However, successful industry transformation to this new design and manufacturing approach requires technology integration, concurrent multi-disciplinary collaboration, and a robust quality management framework. This latter change enabler is the focus of this study. While a number of comprehensive quality frameworks have been developed in recent decades to ensure that the manufacturing of medical devices produces reliable products, they are centred on the traditional context of standardised manufacturing techniques. The advent of 3D printing technologies and the prospects for mass customisation provides significant market opportunities, but also presents a serious challenge to regulatory bodies tasked with managing and assuring product quality and safety. Before 3D printing bone prostheses and scaffolds can gain traction, industry stakeholders, such as regulators, clients, medical practitioners, insurers, lawyers, and manufacturers, would all require a high degree of confidence that customised manufacturing can achieve the same quality outcomes as standardised manufacturing. A Quality by Design (QbD) approach to custom 3D printed prostheses can help to ensure that products are designed and manufactured correctly from the beginning without errors. This paper reports on the adaptation of the QbD approach for the development process of 3D printed custom bone prosthesis and scaffolds. This was achieved through the identification of the Critical Quality Attributes of such products, and an extensive review of different design and fabrication methods for 3D printed bone prostheses. Research outcomes include the development of a comprehensive design and fabrication process flow diagram, and categorised risks associated with the design and fabrication processes of such products. An extensive systematic literature review and post-hoc evaluation survey with experts was completed to evaluate the likely effectiveness of the herein suggested QbD framework.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0195291（source: https://plos.figshare.com/articles/dataset/Application_of_quality_by_design_for_3D_printed_bone_prostheses_and_scaffolds/6135224）。