R. Godoy , M. Benavent Núñez , J. Cruz , G. López Yepes , A. Parralejo Jiménez , F.J. Callejas , J.L. Izquierdo
{"title":"卡斯蒂利亚-拉曼恰地区吸烟者和住院死亡风险(通过 COVID 和 SAVANA 自然语言处理计算得出","authors":"R. Godoy , M. Benavent Núñez , J. Cruz , G. López Yepes , A. Parralejo Jiménez , F.J. Callejas , J.L. Izquierdo","doi":"10.1016/j.rceng.2023.12.005","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><p>During the COVID pandemic<span>, it was speculated that patients with the virus<span> who were smoking-related might have a lower likelihood of disease exacerbation or death. To assess whether there is an association between smoking and risk of in-hospital mortality, SAVANA's big data and Natural Language Processing (NLP) technology is used.</span></span></p></div><div><h3>Method</h3><p><span><span>A retrospective, observational, non-interventional cohort study was conducted based on real-life data extracted from </span>medical records throughout Castilla La Mancha using Natural Language Processing and Artificial Intelligence techniques developed by SAVANA. The study covered the entire population of this region with </span>Electronic Medical Records in SESCAM presenting with a diagnosis of COVID from March 1, 2020 to February 28, 2021.</p></div><div><h3>Results</h3><p><span><span>Smokers had a significantly higher percentage of cardiovascular risk factors (hypertension, dyslipidemia and diabetes), </span>COPD<span>, asthma, IDP, IC, CVD<span>, PTE, cancer in general and lung cancer in particular, bronchiectasis, heart failure and a history of pneumonia (</span></span></span><em>p</em> < 0.0001).Former smokers, current smokers and non-smokers have a significant age difference. As for in-hospital deaths, they were more frequent in the case of ex-smokers, followed by smokers and then non-smokers (<em>p</em> < 0.0001).</p></div><div><h3>Conclusion</h3><p>There is an increased risk of dying in hospital in SARS-COV2-infected patients who are active smokers or have smoked in the past.</p></div>","PeriodicalId":94354,"journal":{"name":"Revista clinica espanola","volume":"224 1","pages":"Pages 34-42"},"PeriodicalIF":0.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Smokers and risk of hospital death by COVID calculated with SAVANA’s natural language processing in the Castilla-La Mancha area\",\"authors\":\"R. Godoy , M. Benavent Núñez , J. Cruz , G. López Yepes , A. Parralejo Jiménez , F.J. Callejas , J.L. Izquierdo\",\"doi\":\"10.1016/j.rceng.2023.12.005\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><p>During the COVID pandemic<span>, it was speculated that patients with the virus<span> who were smoking-related might have a lower likelihood of disease exacerbation or death. To assess whether there is an association between smoking and risk of in-hospital mortality, SAVANA's big data and Natural Language Processing (NLP) technology is used.</span></span></p></div><div><h3>Method</h3><p><span><span>A retrospective, observational, non-interventional cohort study was conducted based on real-life data extracted from </span>medical records throughout Castilla La Mancha using Natural Language Processing and Artificial Intelligence techniques developed by SAVANA. The study covered the entire population of this region with </span>Electronic Medical Records in SESCAM presenting with a diagnosis of COVID from March 1, 2020 to February 28, 2021.</p></div><div><h3>Results</h3><p><span><span>Smokers had a significantly higher percentage of cardiovascular risk factors (hypertension, dyslipidemia and diabetes), </span>COPD<span>, asthma, IDP, IC, CVD<span>, PTE, cancer in general and lung cancer in particular, bronchiectasis, heart failure and a history of pneumonia (</span></span></span><em>p</em> < 0.0001).Former smokers, current smokers and non-smokers have a significant age difference. As for in-hospital deaths, they were more frequent in the case of ex-smokers, followed by smokers and then non-smokers (<em>p</em> < 0.0001).</p></div><div><h3>Conclusion</h3><p>There is an increased risk of dying in hospital in SARS-COV2-infected patients who are active smokers or have smoked in the past.</p></div>\",\"PeriodicalId\":94354,\"journal\":{\"name\":\"Revista clinica espanola\",\"volume\":\"224 1\",\"pages\":\"Pages 34-42\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Revista clinica espanola\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2254887423001315\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista clinica espanola","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2254887423001315","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Smokers and risk of hospital death by COVID calculated with SAVANA’s natural language processing in the Castilla-La Mancha area
Introduction
During the COVID pandemic, it was speculated that patients with the virus who were smoking-related might have a lower likelihood of disease exacerbation or death. To assess whether there is an association between smoking and risk of in-hospital mortality, SAVANA's big data and Natural Language Processing (NLP) technology is used.
Method
A retrospective, observational, non-interventional cohort study was conducted based on real-life data extracted from medical records throughout Castilla La Mancha using Natural Language Processing and Artificial Intelligence techniques developed by SAVANA. The study covered the entire population of this region with Electronic Medical Records in SESCAM presenting with a diagnosis of COVID from March 1, 2020 to February 28, 2021.
Results
Smokers had a significantly higher percentage of cardiovascular risk factors (hypertension, dyslipidemia and diabetes), COPD, asthma, IDP, IC, CVD, PTE, cancer in general and lung cancer in particular, bronchiectasis, heart failure and a history of pneumonia (p < 0.0001).Former smokers, current smokers and non-smokers have a significant age difference. As for in-hospital deaths, they were more frequent in the case of ex-smokers, followed by smokers and then non-smokers (p < 0.0001).
Conclusion
There is an increased risk of dying in hospital in SARS-COV2-infected patients who are active smokers or have smoked in the past.