Correct classification and missed diagnosis for the WestRo cohort (<i>N</i> = 2595).

NIAID Data Ecosystem2026-03-10 收录

数据链接：

https://figshare.com/articles/dataset/Correct_classification_and_missed_diagnosis_for_the_WestRo_cohort_i_N_i_2595_/7049909 数据链接链接失效反馈

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资源简介：

Correct classification and missed diagnosis for the WestRo cohort (N = 2595).

创建时间：

2018-09-05

气象风险预报数据集

疾病诊断分类

治疗方案比较

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专病治疗方案

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Rate of mental health patients in local facilities in Italy 2023, by diagnosis

精神卫生服务统计

疾病诊断分类

Rate of mental health patients in local facilities in Italy in 2023, by diagnosis-related group (per 10,000 inhabitants)

Statista40

From a random sample of 500 companion animal cases of diarrhea, the accuracy of the text miner for classifying the cases as positive or negative for ‘ had diagnostic testing ’ when compared to a manual review of the medical records serving as the external standard.

兽医数字技术

疾病诊断分类

From a random sample of 500 companion animal cases of diarrhea, the accuracy of the text miner for classifying the cases as positive or negative for ‘had diagnostic testing’ when compared to a manual

NIAID Data Ecosystem20

Diagnostic criteria for selection into localized or diffuse latent class.

疾病诊断分类

潜在类别分析

Diagnostic criteria for selection into localized or diffuse latent class.

NIAID Data Ecosystem50

FS index of KNN on the selected feature subset.

基因表达特征

疾病诊断分类

BackgroundCancer diagnosis based on machine learning has become a popular application direction. Support vector machine (SVM), as a classical machine learning algorithm, has been widely used in cancer

Figshare2024-03-11 更新30

Correct classification and missed diagnosis for the WestRo cohort (<i>N</i> = 2595).

资源简介：

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