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Novel Location-Based Survey Using Cognitive Interviews to Assess Geographic Networks and Hotspots of Sex and Drug Use: Implementation and Validation Study

Novel Location-Based Survey Using Cognitive Interviews to Assess Geographic Networks and Hotspots of Sex and Drug Use: Implementation and Validation Study

If the assumption is that targeting geographical hotspots could disrupt the transmission networks of an entire community [25], then we need to identify which hotspots have the highest potential geographic and sexual network connectivity. Very little work has evaluated whether interventions based on prioritized hotspots could disrupt transmission [25,26].

Sean C Reid, Vania Wang, Ryan D Assaf, Sofia Kaloper, Alan T Murray, Steven Shoptaw, Pamina Gorbach, Susan Cassels

JMIR Form Res 2023;7:e45188

Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Apart from these examples, there are also networks such as those represented in the Sachs data set [13] that simultaneously incorporates measurements of 11 phosphorylated proteins and phospholipids to find causal pathways linking them. This is different from association-based correlation studies because protein signaling pathways are directional.

Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim

JMIR Med Inform 2023;11:e38266

Quality of Life and Multilevel Contact Network Structures Among Healthy Adults in Taiwan: Online Participatory Cohort Study

Quality of Life and Multilevel Contact Network Structures Among Healthy Adults in Taiwan: Online Participatory Cohort Study

Following various definitions and instruments of social networks, existing studies have verified such positive links between social networks and Qo L. For example, the structure of the social network is highly correlated with Qo L among female workers with high levels of stress at home and work [12]. It also differs significantly between cancer patients with high Qo L and those with low Qo L [13].

Tso-Jung Yen, Ta-Chien Chan, Yang-Chih Fu, Jing-Shiang Hwang

J Med Internet Res 2022;24(1):e23762