成人生长激素替代治疗的个性化方法

包含成人生长激素缺乏症患者个性化替代治疗相关研究数据的文本数据集。

SciELO journalsSciELO journals
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2021-03-27 更新
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文本Growth hormonegrowth hormone replacement therapyindividualized medicinetailoring of treatment
Personalized approach to growth hormone replacement in adults

基本信息

模态
文本
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2021-03-27
版本
v1

资源简介

成人生长激素替代治疗的个性化方法

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 5.63 KB,主题涵盖 Growth hormone、growth hormone replacement therapy、individualized medicine、tailoring of treatment,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Personalized approach to growth hormone replacement in adults》。配套论文《Personalized approach to growth hormone replacement in adults》发表于 Archives of Endocrinology and Metabolism(2019),DOI:10.20945/2359-3997000000189。源站首次发布:2020-01-15。

【数据内容】

源站原始描述:ABSTRACT Growth hormone (GH) deficiency (GHD) in adults is well-characterized and includes abnormal body composition, reduced bone mass, an adverse cardiovascular risk profile, and impaired quality of life. In the early 1990s, it was also shown that patients with hypopituitarism without GH replacement therapy (GHRT) had excess mortality. Today, GHRT has been shown to decrease or reverse the negative effects of GHD. In addition, recent papers have shown that mortality and morbidity are approachin…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。数据集 DOI:10.6084/m9.figshare.11609091.v1。

【主题与分类】

源站学科分类:Medicine、Endocrinology。主题标签:Growth hormone、growth hormone replacement therapy、individualized medicine、tailoring of treatment。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://scielo.figshare.com/articles/dataset/Personalized_approach_to_growth_hormone_replacement_in_adults/11609091

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

规范引用:van Bunderen, Christa C.; Glad, Camilla; Johannsson, Gudmundur; Olsson, Daniel S. (2019). Personalized approach to growth hormone replacement in adults. 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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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 "Table_1.xls" "https://ndownloader.figshare.com/files/21024645"

文件清单

  • Table_1.xls(5.63 KB)

文件总体积 5.63 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

ABSTRACT Growth hormone (GH) deficiency (GHD) in adults is well-characterized and includes abnormal body composition, reduced bone mass, an adverse cardiovascular risk profile, and impaired quality of life. In the early 1990s, it was also shown that patients with hypopituitarism without GH replacement therapy (GHRT) had excess mortality. Today, GHRT has been shown to decrease or reverse the negative effects of GHD. In addition, recent papers have shown that mortality and morbidity are approaching normal in hypopituitary patients with GHD who receive modern endocrine therapy including GHRT. Since the first dose-finding studies, it has been clear that efficacy and side effects differ substantially between patients. Many factors have been suggested as affecting responsiveness, such as sex, age, age at GHD onset, adherence, and GH receptor polymorphisms, with sex and sex steroid replacement having the greatest impact. Therefore, the individual tailoring of GH dose is of great importance to achieve sufficient efficacy without side effects. One group that stands out is women receiving oral estrogen replacement, who needs the highest dose. Serum insulin-like growth factor-1 (IGF-1) is still the most used biochemical biomarker for GH dose titration, although the best serum IGF-1 target is still debated. Patients with GHD due to acromegaly, Cushing’s disease, or craniopharyngioma experience similar effects from GHRT as others. Arch Endocrinol Metab. 2019;63(6):592-600

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.11609091.v1(source: https://scielo.figshare.com/articles/dataset/Personalized_approach_to_growth_hormone_replacement_in_adults/11609091)。

数据缺失?

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