非手术根管治疗失败后治疗干预的多状态结果分析:一项13年回顾性研究

基于美国保险理赔数据,分析非手术根管治疗失败后影响不同治疗干预转归的多状态因素。

SciELO journalsSciELO journals
DataCite Commons
2022-05-27 更新
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表格Root canal therapySurvival rateTooth apexTreatment outcome
Multi-state outcome analysis of treatment interventions after failure of non-surgical root canal treatment: a 13-year retrospective study

基本信息

模态
表格
大小
0.013377837 GB
许可
CC BY 4.0
创建/更新时间
2022-05-27
版本
v1

资源简介

非手术根管治疗失败后治疗干预的多状态结果分析:一项13年回顾性研究

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 13 个文件、合计 13.38 MB,主题涵盖 Root canal therapy、Survival rate、Tooth apex、Treatment outcome,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Multi-state outcome analysis of treatment interventions after failure of non-surgical root canal treatment: a 13-year retrospective study》。配套论文《Multi-state outcome analysis of treatment interventions after failure of non-surgical root canal treatment: a 13-year retrospective study》发表于 Journal of Applied Oral Science(2021),DOI:10.1590/1678-7757-2020-1079。源站首次发布:2022-05-27。

【数据内容】

源站原始描述:Abstract Objective To examine the factors affecting the transitions through treatment interventions after failure of non-surgical root canal treatment (NS-RCT). Methodology Insurance enrollment and claim information for enrollees of Delta Dental of Wisconsin (DDWI), USA were analyzed for 438,487 initial NS-RCT procedures to determine the effect of initial provider type and other covariates on additional treatments (no additional treatment, nonsurgical retreatment, surgical retreatment and extrac…

【数据结构与技术规格】

文件数 13 个,合计 13.38 MB。数据集 DOI:10.6084/m9.figshare.19904954.v1。

【主题与分类】

源站学科分类:Dentistry not elsewhere classified。主题标签:Root canal therapy、Survival rate、Tooth apex、Treatment outcome。

【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://scielo.figshare.com/articles/dataset/Multi-state_outcome_analysis_of_treatment_interventions_after_failure_of_non-surgical_root_canal_treatment_a_13-year_retrospective_study/19904954

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:BHAGAVATULA, Pradeep; MOORE, Alex; REIN, Lisa; SZABO, Aniko; IBRAHIM, Mohamed (2021). Multi-state outcome analysis of treatment interventions after failure of non-surgical root canal treatment: a 13-year retrospective study. SciELO journals. Dataset

【使用注意】

· 源站最后修改于 2023-06-02,引用时请注意版本时效。

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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)

命令行下载

curl -L -o "81dceeba2728ec9d78cf91c5acd508b543510ecf.tif" "https://ndownloader.figshare.com/files/35346770"
curl -L -o "b73976d6871d26dbb11a9600a5e1a09f123febe0.png" "https://ndownloader.figshare.com/files/35346773"
curl -L -o "fabe9e7d3cfd3be6c231b0b5fcd3698682de6bfb.jpg" "https://ndownloader.figshare.com/files/35346776"
curl -L -o "4eaa94d947e7aafaff6f0f133a849969116f59b1.tif" "https://ndownloader.figshare.com/files/35346779"
curl -L -o "358fb8b1c256590fbdf62b8121c080dcbd242e66.png" "https://ndownloader.figshare.com/files/35346782"
curl -L -o "ea5a96f850302021976a7866ffd7565e05d1d76c.jpg" "https://ndownloader.figshare.com/files/35346785"
curl -L -o "d0ccefcdc504cd581fc332985bd83a4d7d7820c9.tif" "https://ndownloader.figshare.com/files/35346788"
curl -L -o "a84d0504701d8f695b28071045ea2a3b64f59b71.png" "https://ndownloader.figshare.com/files/35346791"

文件清单

  • 81dceeba2728ec9d78cf91c5acd508b543510ecf.tif(3.21 MB)
  • b73976d6871d26dbb11a9600a5e1a09f123febe0.png(360.86 KB)
  • fabe9e7d3cfd3be6c231b0b5fcd3698682de6bfb.jpg(5.98 KB)
  • 4eaa94d947e7aafaff6f0f133a849969116f59b1.tif(4.38 MB)
  • 358fb8b1c256590fbdf62b8121c080dcbd242e66.png(481.35 KB)
  • ea5a96f850302021976a7866ffd7565e05d1d76c.jpg(6.83 KB)
  • d0ccefcdc504cd581fc332985bd83a4d7d7820c9.tif(4.40 MB)
  • a84d0504701d8f695b28071045ea2a3b64f59b71.png(491.06 KB)
  • 1277682798cecac67d2625140469d6240adf9659.jpg(7.00 KB)
  • Table_1.xls(9.73 KB)
  • Table_2.xls(5.63 KB)
  • Table_3.xls(9.73 KB)
  • Table_4.xls(5.63 KB)

文件总体积 13.38 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

Abstract Objective To examine the factors affecting the transitions through treatment interventions after failure of non-surgical root canal treatment (NS-RCT). Methodology Insurance enrollment and claim information for enrollees of Delta Dental of Wisconsin (DDWI), USA were analyzed for 438,487 initial NS-RCT procedures to determine the effect of initial provider type and other covariates on additional treatments (no additional treatment, nonsurgical retreatment, surgical retreatment and extraction). A multi-state model was created using the “mstate” R package. Transitions between the four states identified by Code on Dental Procedures and Nomenclature were analyzed. Cox proportional Hazards regression stratified by transition type was used to estimate the effect of provider type on the risk of each transition, adjusting for covariates. Results The overall survival rates for all teeth that were treated by NS-RCT was 82.8% [95% CI 82.57%, 83.11%] at 10 years. Approximately, 7% of cases changed from the first state of initial NS-RCT during the 13-year study period with ultimately 0.9%, 0.4% and 5% of cases receiving non-surgical retreatment, surgical retreatment or extraction, respectively. Teeth are more likely to be retreated non-surgically than surgically, and to be extracted than retreated. In general, the probability of a tooth having non-surgical retreatment was higher if the initial provider was not an endodontist (Hazard Ratio (HR)=3.2). Molars were more likely to be non-surgically retreated (HR=2.0) or extracted (HR=2.8) when compared to anterior teeth. The probability of non-surgical retreatment (HR=0.93) or extraction (HR=0.50) was lower when a crown was placed within 90 days after NS-RCT. Conclusion Most teeth remained in the same state after treatment with no additional treatment transitions. When a transition occurred, it was more likely to be an extraction. Type of provider, age, location of the tooth, gender, and time to placement of final restoration significantly influence treatment transitions.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.19904954.v1(source: https://scielo.figshare.com/articles/dataset/Multi-state_outcome_analysis_of_treatment_interventions_after_failure_of_non-surgical_root_canal_treatment_a_13-year_retrospective_study/19904954)。

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