Prevalence, spatial distribution, and determinants of anemia among under-five children in the Democratic Republic of Congo: evidence from the 2023-24 DHS [0.03%]
2023-24年DHS调查数据显示的刚果民主共和国5岁以下儿童贫血的流行率、空间分布及影响因素
Thomas Kidanemariam Yewodiaw,Helen Lamesgin Endalew,Mihret Getnet et al.
Thomas Kidanemariam Yewodiaw et al.
Background: Anemia among children under five remains a major public health problem in the Democratic Republic of Congo (DRC), affecting growth, cognitive development, and overall child health. We estimated the prevalence,...
Geospatial-based surveillance of malaria risk in dar es salaam using a hybrid 3DCNN + LSTM and CA model [0.03%]
基于地理空间的坦桑尼亚达累斯萨拉姆疟疾风险监测的3DCNN+LSTM与CA模型 hybrid模型监视研究
Edmund Steven Kanjagaile,Dorothea Deus,Anastazia Daniel Msusa
Edmund Steven Kanjagaile
Malaria remains a significant public health burden in tropical and subtropical regions, where the efficient identification and prediction of risk areas remain challenging. Conventional field surveys used to map Anopheles breeding sites are ...
Characterizing spatiotemporal spread of infectious diseases using ellipse-shaped transmission hotspots: application to dengue virus outbreaks [0.03%]
基于传输热点的椭圆特征描述传染病的时空传播：登革病毒爆发的应用案例分析
Pei-Sheng Lin,Chun-Hong Chen,Wei-Liang Liu et al.
Pei-Sheng Lin et al.
Background: Identifying transmission hotspots associated with micro-clustering patterns at the early stages of epidemics is helpful to characterize spatiotemporal spread of infectious diseases. However, standard methods w...
EpiGIS pro: an AI-powered geospatial intelligence platform for integrated disease surveillance and predictive analytics [0.03%]
基于人工智能的地理空间情报平台EpiGIS pro在传染病综合监测和预测分析中的应用
Chenxi Guo,Peter Scott
Chenxi Guo
Background: Global infectious disease surveillance requires timely integration of heterogeneous data sources. Existing platforms typically address only one dimension, leaving cross-domain correlations unexplored. This stu...
Yutian Zeng,Fahui Wang,Senlin Chen
Yutian Zeng
Background: Childhood obesity remains a pressing public health concern, with significant long-term implications for children's growth and development, as well as an increased risk for various diseases. In recent years, th...
Spatial non-stationarity in son preference: a district-level geographically weighted regression analysis of NFHS-5 in India [0.03%]
印度NFHS-5的区域层面空间地理加权回归分析：儿子偏好中的空间非平稳性
Soumen Barik,Dewaram A Nagdeve,Anuj Singh et al.
Soumen Barik et al.
Background: Son preference remains a key driver of gender inequality in India, yet most studies treat its determinants as uniform across space, obscuring critical subnational variation. Addressing this gap, this study inv...
Modeling hospital catchment areas in pediatric oncology using an empirically parameterized extended Huff-model [0.03%]
基于实证参数化的 Huff 模型在儿科肿瘤学中的医院服务范围划分模型研究
Jonas Kapitza,Thomas Wieland,Markus Metzler
Jonas Kapitza
Background: Specialized pediatric oncology is typically concentrated in a few high-volume centers, creating tensions between the need for centralization and equitable spatial access. For regional health planning, robust m...
Mahmoud Ezzat,Youssef Mohamed Malek,Tamer AbdelKader et al.
Mahmoud Ezzat et al.
Epidemic forecasting plays a vital role in modern public health. The COVID-19 outbreak underscored the critical need for accurate and responsive models. Recent spatio-temporal Graph Neural Network (GNN) models that integrate human mobility ...
Spatial and telehealth accessibility to eating disorder treatment in the United States: evidence from registry and LLM-augmented data [0.03%]
美国饮食障碍治疗的时空和远程医疗可及性：来自注册数据和LLM增强数据的证据
Lingbo Liu,Chuying Huo,Ariel L Beccia et al.
Lingbo Liu et al.
Background: Adequate geographic access to eating disorder treatment is essential for timely care. Yet the distribution of in-person and telehealth programs, and their accessibility across urban and rural settings and acro...
Spatial pattern evolution and regional interaction mechanisms of sports and recreation facilities in jiangsu province, China: a gis-based spatial econometric analysis [0.03%]
基于空间计量经济学的江苏省体育休闲设施的空间格局演化与区域交互机制研究
Xin Lyu,Yanling Li,Yuming Tai
Xin Lyu
The equitable allocation of public service facilities is a key issue in regional coordinated development; however, the long-term spatiotemporal dynamics of their spatial distribution and interregional interaction mechanisms remain underexpl...