Cluster_data.xlsx

NIAID Data Ecosystem2026-03-13 收录

重症监护资源优化

患者聚类分析

数据链接：

https://figshare.com/articles/dataset/Cluster_data_xlsx/17705843 数据链接链接失效反馈

官方服务：

资源简介：

Cluster consensus for critically ill patients with capacity-demand imbalance

创建时间：

2021-12-30

肥胖相关疾病数据集

疾病诊断

患者聚类分析

专病诊断名称分类模型：通过分析医学文献、临床数据和专家知识，建立一个诊断数据库。经过分词和打乱顺序的预处理后，使用 train_supervised 函数进行训练（迭代200次，学习率0.1，词N-grams长度为1，损失函数为"hs"）。模型性能通过 classification_report 方法评估，表现良好。参数更新通过命令同步模型、标签和标签名，从而快速、准确地诊断专病类型。多维诊疗数

天津市数据知识产权登记平台2025-02-24 更新1290

Patient distribution into average age and gender, according to discovered clusters.

患者聚类分析

人口统计学

Patient distribution into average age and gender, according to discovered clusters.

NIAID Data Ecosystem40

Contains all data used in the study.

AKI急性肾损伤

患者聚类分析

IntroductionThe COVID-19 pandemic has been associated with significant variability in acute kidney injury (AKI) incidence, leading to concerns regarding patient heterogeneity. The study’s primary obje

Figshare2024-11-01 更新20

Concordance networks and application to clustering cancer symptomology

疾病症状网络分析

患者聚类分析

Symptoms of complex illnesses such as cancer often present with a high degree of heterogeneity between patients. At the same time, there are often core symptoms that act as common drivers for other sy

NIAID Data Ecosystem80

Additional file 6 of Linking clinotypes to phenotypes and genotypes from laboratory test results in comprehensive physical exams

患者聚类分析

基因表达富集分析

Additional file 6. Hypergeometric enrichment test result when annotating patient-clusters by phenotype.

Figshare2021-02-24 更新40