有没有相关的论文或文献参考？
这个数据集是基于什么背景创建的？
数据集的作者是谁？
能帮我联系到这个数据集的作者吗？
这个数据集如何下载？
Data from: Durations and delays in care seeking, diagnosis and treatment initiation in uncomplicated pulmonary tuberculosis patients in Mumbai, India
收藏DataONE2016-05-09 更新2024-06-26 收录
下载链接：
https://search.dataone.org/view/null
下载链接
链接失效反馈资源简介：
Background: Timely diagnosis and treatment initiation are critical to reduce the chain of transmission of Tuberculosis (TB) in places like Mumbai, where almost 60% of the inhabitants reside in overcrowded slums. This study documents the pathway from the onset of symptoms suggestive of TB to initiation of TB treatment and examines factors responsible for delay among uncomplicated pulmonary TB patients in Mumbai. Methods: A population-based retrospective survey was conducted in the slums of 15 high TB burden administrative wards to identify 153 self-reported TB patients. Subsequently in-depth interviews of 76 consenting patients that fit the inclusion criteria were undertaken using an open-ended interview schedule. Mean total, first care seeking, diagnosis and treatment initiation duration and delays were computed for new and retreatment patients. Patients showing defined delays were divided into outliers and non-outliers for all three delays using the median values. Results: The mean duration for the total pathway was 65 days with 29% of patients being outliers. Importantly the mean duration of first care seeking was similar in new (24 days) and retreatment patients (25 days). Diagnostic duration contributed to 55% of the total pathway largely in new patients. Treatment initiation was noted to be the least among the three durations with mean duration in retreatment patients twice that of new patients. Significantly more female patients experienced diagnostic delay. Major shift of patients from the private to public sector and non-allopaths to allopaths was observed, particularly for treatment initiation. Conclusion: Achieving positive behavioural changes in providers (especially non-allopaths) and patients needs to be considered in TB control strategies. Specific attention is required in counselling of TB patients so that timely care seeking is effected at the time of relapse. Prioritizing improvement of environmental health in vulnerable locations and provision of point of care diagnostics would be singularly effective in curbing pathway delays.
创建时间：
2016-05-09
数据主题
5,000+
优质数据集
54 个
任务类型
进入经典数据集
热门数据集
市规划和自然资源局-深圳市建设项目用地批准信息（划拨）
市规划和自然资源局-深圳市建设项目用地批准信息（划拨）
深圳市政府数据开放平台 收录
BDD100K
数据集推动了视觉的进步，但现有的驾驶数据集在视觉内容和支持任务方面缺乏研究，以研究自动驾驶的多任务学习。研究人员通常只能在一个数据集上研究一小组问题，而现实世界的计算机视觉应用程序需要执行各种复杂的任务。我们构建了最大的驾驶视频数据集 BDD100K，包含 10 万个视频和 10 个任务，以评估图像识别算法在自动驾驶方面的令人兴奋的进展。该数据集具有地理、环境和天气的多样性，这对于训练不太可能对新条件感到惊讶的模型很有用。基于这个多样化的数据集，我们为异构多任务学习建立了一个基准，并研究了如何一起解决这些任务。我们的实验表明，现有模型需要特殊的训练策略来执行此类异构任务。 BDD100K 为未来在这个重要场所的学习打开了大门。更多详细信息请参见数据集主页。
OpenDataLab 收录
中国农村金融统计数据
该数据集包含了中国农村金融的统计信息，涵盖了农村金融机构的数量、贷款余额、存款余额、金融服务覆盖率等关键指标。数据按年度和地区分类，提供了详细的农村金融发展状况。
www.pbc.gov.cn 收录
TCM-Tongue
TCM-Tongue是一个专门用于人工智能辅助中医舌诊的标准化舌像数据集，包含6719张在标准化条件下捕获的高质量图像，并标注了20种病理症状类别（平均每张图像有2.54个经过临床验证的标签，所有标签均由持有执照的中医执业医师验证）。数据集支持多种标注格式（COCO、TXT、XML），以方便广泛使用，并使用九种深度学习模型进行了基准测试，以展示其在人工智能开发中的实用性。该资源为推进可靠的中医计算工具提供了关键基础，填补了该领域的数据短缺，并通过标准化、高质量的诊断数据促进了人工智能在研究和临床实践中的整合。
arXiv 收录
UAVDT Dataset
The authors constructed a new UAVDT Dataset focused on complex scenarios with new level challenges. Selected from 10 hours raw videos, about 80, 000 representative frames are fully annotated with bounding boxes as well as up to 14 kinds of attributes (e.g., weather condition, flying altitude, camera view, vehicle category, and occlusion) for three fundamental computer vision tasks: object detection, single object tracking, and multiple object tracking.
datasetninja.com 收录