地球资源数据云——数据资源详情
加州独立医学评论数据集
该数据集《California Independent Medical Review Dataset》主要用于监督学习任务，数据形态以图像为主，应用场景偏向医疗健康。 题目说明：NLP Dataset for Beginners 任务类型：图像监督学习。 建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：Independent_Medical_Reviews.csv。 This data is from the California Department of Managed Health Care (DMHC). It contains all decisions from Independent Medical Reviews (IMR) administered by the DMHC since January 1, 2001. An IMR is an independent review of a denied, delayed, or modified health care service that the health plan has determined to be not medically necessary, experimental/investigational or non - emergent/urgent. If the IMR is decided in an enrollee's favor, the health plan must authorize the service or treatment requested. Data Description | Field Name | Description | Data type | |Reference ID| Unique identifier for the case| Plain Text|
摘要概览
该数据集《California Independent Medical Review Dataset》主要用于监督学习任务，数据形态以图像为主，应用场景偏向医疗健康。 题目说明：NLP Dataset for Beginners
任务类型：图像监督学习。
建议流程：先检查类别分布与脏样本，再用迁移学习（如 ResNet/EfficientNet）建立基线。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：Independent_Medical_Reviews.csv。
This data is from the California Department of Managed Health Care (DMHC). It contains all decisions from Independent Medical Reviews (IMR) administered by the DMHC since January 1, 2001.
An IMR is an independent review of a denied, delayed, or modified health care service that the health plan has determined to be not medically necessary, experimental/investigational or non - emergent/urgent. If the IMR is decided in an enrollee's favor, the health plan must authorize the service or treatment requested.
Data Description
| Field Name | Description | Data type |
|Reference ID| Unique identifier for the case| Plain Text|