Social and Behavioral Sciences | Open Access Articles

Evaluation Of Risk Of Bias In Neuroimaging-Based Artificial Intelligence Models For Psychiatric Diagnosis: A Systematic Review, Zhiyi Chen, Xuerong Liu, Qingwu Yang, Yan-Jiang Wang, Kuan Miao, Zheng Gong, Yang Yu, Artemiy Leonov, Chunlei Liu, Zhengzhi Feng, Hu Chuan-Peng

Student Publications

IMPORTANCE Neuroimaging-based artificial intelligence (AI) diagnostic models have proliferated in psychiatry. However, their clinical applicability and reporting quality (ie, feasibility) for clinical practice have not been systematically evaluated.

OBJECTIVE To systematically assess the risk of bias (ROB) and reporting quality of neuroimagingbased AI models for psychiatric diagnosis.

EVIDENCE REVIEW PubMed was searched for peer-reviewed, full-length articles published between January 1, 1990, and March 16, 2022. Studies aimed at developing or validating neuroimaging-based AI models for clinical diagnosis of psychiatric disorders were included. Reference lists were further searched for suitable original studies. Data extraction followed the CHARMS (Checklist for Critical Appraisal …

Go to article

Impacts Of Covid-19 On Us Agri-Food Supply Chain Businesses: Regional Survey Results, Hikaru Hanawa Peterson, Gigi Digiacomo, Christa D. Court, Michelle Miller, Gustavo Oliveira, Andrew W. Stevens, Li Zhang, Lauri M. Baker, Joseph Nowak, Eyrika Orlando, Bijeta Bijen Saha

Geography

Visible disruptions of appropriate food distribution for end consumers during the onset of the COVID-19 pandemic prompted calls for an urgent, renewed look at how the U.S. agri-food system is impacted by and responds to pandemics, natural disasters, and human-made crises. Previous studies suggest the COVID-19 pandemic yielded uneven impacts across agri-food supply chain segments and regions. For a rigorously comparable assessment of the impact of COVID-19 on agri-food businesses, a survey was administered from February to April 2021 to five segments of the agri-food supply chain in three study regions (California, Florida, and the two-state region of Minnesota-Wisconsin). Results …

Go to article

Residential Household Yard Care Practices Along Urban-Exurban Gradients In Six Climatically-Diverse U.S. Metropolitan Areas, Dexter H. Locke, Colin Polsky, J. Morgan Grove, Peter M. Groffman, Kristen C. Nelson, Kelli L. Larson, Jeannine Cavender-Bares, James B. Heffernan, Rinku Roy Chowdhury, Sarah E. Hobbie, Neil D. Bettez, Sharon J. Hall, Christopher Neill, Laura Ogden, Jarlath O’Neil-Dunne

Geography

Residential land is expanding in the United States, and lawn now covers more area than the country’s leading irrigated crop by area. Given that lawns are widespread across diverse climatic regions and there is rising concern about the environmental impacts associated with their management, there is a clear need to understand the geographic variation, drivers, and outcomes of common yard care practices. We hypothesized that 1) income, age, and the number of neighbors known by name will be positively associated with the odds of having irrigated, fertilized, or applied pesticides in the last year, 2) irrigation, fertilization, and pesticide application …

Go to article

Social and Behavioral Sciences Commons^™

Full-Text Articles in Social and Behavioral Sciences

Evaluation Of Risk Of Bias In Neuroimaging-Based Artificial Intelligence Models For Psychiatric Diagnosis: A Systematic Review, Zhiyi Chen, Xuerong Liu, Qingwu Yang, Yan-Jiang Wang, Kuan Miao, Zheng Gong, Yang Yu, Artemiy Leonov, Chunlei Liu, Zhengzhi Feng, Hu Chuan-Peng

Student Publications

Impacts Of Covid-19 On Us Agri-Food Supply Chain Businesses: Regional Survey Results, Hikaru Hanawa Peterson, Gigi Digiacomo, Christa D. Court, Michelle Miller, Gustavo Oliveira, Andrew W. Stevens, Li Zhang, Lauri M. Baker, Joseph Nowak, Eyrika Orlando, Bijeta Bijen Saha

Geography

Geography