Last data update: May 06, 2024. (Total: 46732 publications since 2009)
Records 1-4 (of 4 Records) |
Query Trace: Wright AP[original query] |
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Detection of Emerging Drugs Involved in Overdose via Diachronic Word Embeddings of Substances Discussed on Social Media.
Wright AP , Jones CM , Horng Chau D , Matthew Gladden R , Sumner SA . J Biomed Inform 2021 119 103824 Substances involved in overdose deaths have shifted over time and continue to undergo transition. Early detection of emerging drugs involved in overdose is a major challenge for traditional public health data systems. While novel social media data have shown promise, there is a continued need for robust natural language processing approaches that can identify emerging substances. Consequently, we developed a new metric, the relative similarity ratio, based on diachronic word embeddings to measure movement in the semantic proximity of individual substance words to 'overdose' over time. Our analysis of 64,420,376 drug-related posts made between January 2011 and December 2018 on Reddit, the largest online forum site, reveals that this approach successfully identified fentanyl, the most significant emerging substance in the overdose epidemic, >1 year earlier than traditional public health data systems. Use of diachronic word embeddings may enable improved identification of emerging substances involved in drug overdose, thereby improving the timeliness of prevention and treatment activities. |
The rise and decline in Salmonella enterica serovar Enteritidis outbreaks attributed to egg-containing foods in the United States, 1973-2009
Wright AP , Richardson L , Mahon BE , Rothenberg R , Cole DJ . Epidemiol Infect 2015 144 (4) 1-10 Salmonella enterica causes an estimated 1 million domestically acquired foodborne illnesses annually. Salmonella enterica serovar Enteritidis (SE) is among the top three serovars of reported cases of Salmonella. We examined trends in SE foodborne outbreaks from 1973 to 2009 using Joinpoint and Poisson regression. The annual number of SE outbreaks increased sharply in the 1970s and 1980s but declined significantly after 1990. Over the study period, SE outbreaks were most frequently attributed to foods containing eggs. The average rate of SE outbreaks attributed to egg-containing foods reported by states began to decline significantly after 1990, and the proportion of SE outbreaks attributed to egg-containing foods began declining after 1997. Our results suggest that interventions initiated in the 1990s to decrease SE contamination of shell eggs may have been integral to preventing SE outbreaks. |
Vital Signs: fruit and vegetable intake among children - United States, 2003-2010
Kim SA , Moore LV , Galuska D , Wright AP , Harris D , Grummer-Strawn LM , Merlo CL , Nihiser AJ , Rhodes DG . MMWR Morb Mortal Wkly Rep 2014 63 (31) 671-676 BACKGROUND: Eating more fruits and vegetables adds underconsumed nutrients to diets, reduces the risks for leading causes of illness and death, and helps manage body weight. This report describes trends in the contributions of fruits and vegetables to the diets of children aged 2-18 years. METHODS: CDC analyzed 1 day of 24-hour dietary recalls from the National Health and Nutrition Examination Surveys from 2003 to 2010 to estimate trends in children's fruit and vegetable intake in cup-equivalents per 1,000 calories (CEPC) and trends by sex, age, race/ethnicity, family income to poverty ratio, and obesity status. Total fruit includes whole fruit (all fruit excluding juice) and fruit juice (from 100% juice, foods, and other beverages). Total vegetables include those encouraged in the Dietary Guidelines for Americans, 2010 (i.e., dark green, orange, and red vegetables and legumes), white potatoes, and all other vegetables. RESULTS: Total fruit intake among children increased from 0.55 CEPC in 2003-2004 to 0.62 in 2009-2010 because of significant increases in whole fruit intake (0.24 to 0.40 CEPC). Over this period, fruit juice intake significantly decreased (0.31 to 0.22 CEPC). Total vegetable intake did not change (0.54 to 0.53 CEPC). No socio-demographic group met the Healthy People 2020 target of 1.1 CEPC vegetables, and only children aged 2-5 years met the target of 0.9 CEPC fruits. CONCLUSIONS: Children's total fruit intake increased because of increases in whole fruit consumption, but total vegetable intake remained unchanged. Implications for Public Health Practice: Increased attention to the policies and food environments in multiple settings, including schools, early care and education, and homes might help continue the progress in fruit intake and improve vegetable intake. |
Overview of the impact of epidemic-assistance investigations of foodborne and other enteric disease outbreaks, 1946-2005
Wright AP , Gould LH , Mahon B , Sotir MJ , Tauxe RV . Am J Epidemiol 2011 174 S23-35 Epidemic-assistance investigations (Epi-Aids) in response to outbreaks of foodborne and other enteric pathogens have identified novel pathogens, clinical syndromes, and sequelae; described new reservoirs and vehicles of transmission; evaluated existing prevention strategies; and identified deficiencies in the food safety systems on local, national, and international levels. Since the first Epi-Aid was issued in 1946, approximately 23% (1,023 of 4,484 for which investigations were initiated) of all Epi-Aids have been related to foodborne or other enteric diseases. Epi-Aid results have yielded valuable insights into the epidemiology of these pathogens and have molded prevention strategies for detecting, responding to, and preventing future outbreaks. New challenges, brought about in part by centralization and globalization of the food supply, will continue to emerge. The need for Epi-Aids of such outbreaks undoubtedly will persist as an integral part of future public health response efforts, prevention strategies, and training programs. |
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