消化性溃疡中人工智能应用现状与展望表格v1

数据集获取（Figshare）

• 源站标题：Table_1_v1_Application Status and Prospects of Artificial Intelligence in Peptic Ulcers.docx
• DOI：10.3389/fsurg.2022.894775.s002
• 发布日期：2022-06-16
• 文件数：1 个
• 文件总体积：23.35 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Table_1_v1_Application_Status_and_Prospects_of_Artificial_Intelligence_in_Peptic_Ulcers_docx/20078315

命令行下载

curl -L -o "Table_1_v1_Application Status and Prospects of Artificial Intelligence in Peptic Ulcers.docx" "https://ndownloader.figshare.com/files/35913680"

文件清单

• Table_1_v1_Application Status and Prospects of Artificial Intelligence in Peptic Ulcers.docx（23.35 KB）

文件总体积 23.35 KB（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

Peptic ulcer (PU) is a common and frequently occurring disease. Although PU seriously threatens the lives and health of global residents, the applications of artificial intelligence (AI) have strongly promoted diversification and modernization in the diagnosis and treatment of PU. This minireview elaborates on the research progress of AI in the field of PU, from PU’s pathogenic factor Helicobacter pylori (Hp) infection, diagnosis and differential diagnosis, to its management and complications (bleeding, obstruction, perforation and canceration). Finally, the challenges and prospects of AI application in PU are prospected and expounded. With the in-depth understanding of modern medical technology, AI remains a promising option in the management of PU patients and plays a more indispensable role. How to realize the robustness, versatility and diversity of multifunctional AI systems in PU and conduct multicenter prospective clinical research as soon as possible are the top priorities in the future.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fsurg.2022.894775.s002（source: https://frontiersin.figshare.com/articles/dataset/Table_1_v1_Application_Status_and_Prospects_of_Artificial_Intelligence_in_Peptic_Ulcers_docx/20078315）。