Titre : Toxines bactériennes

Toxines bactériennes : Questions médicales fréquentes

Termes MeSH sélectionnés :

Natural Language Processing
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tests sont utilisés pour détecter les toxines ?\nLes symptômes peuvent-ils indiquer le type de toxine ?\nLes analyses sanguines sont-elles utiles ?\nComment différencier les toxines bactériennes des autres ?", "url": "https://questionsmedicales.fr/mesh/D001427?mesh_terms=Natural+Language+Processing&page=3#section-diagnostic" }, { "@type": "MedicalWebPage", "name": "Symptômes", "headline": "Symptômes sur Toxines bactériennes", "description": "Quels sont les symptômes courants d'une intoxication ?\nLes symptômes varient-ils selon la toxine ?\nPeut-on avoir des symptômes neurologiques ?\nLes symptômes apparaissent-ils rapidement ?\nY a-t-il des symptômes spécifiques aux enfants ?", "url": "https://questionsmedicales.fr/mesh/D001427?mesh_terms=Natural+Language+Processing&page=3#section-symptômes" }, { "@type": "MedicalWebPage", "name": "Prévention", "headline": "Prévention sur Toxines bactériennes", "description": "Comment prévenir les intoxications alimentaires ?\nLes vaccins peuvent-ils 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sont-elles fréquentes ?\nComment les complications sont-elles traitées ?\nLes complications peuvent-elles être évitées ?\nLes complications affectent-elles les personnes âgées différemment ?", "url": "https://questionsmedicales.fr/mesh/D001427?mesh_terms=Natural+Language+Processing&page=3#section-complications" }, { "@type": "MedicalWebPage", "name": "Facteurs de risque", "headline": "Facteurs de risque sur Toxines bactériennes", "description": "Quels sont les principaux facteurs de risque d'intoxication ?\nLes personnes immunodéprimées sont-elles plus à risque ?\nLes voyages augmentent-ils le risque d'intoxication ?\nLes enfants sont-ils plus à risque d'intoxication ?\nLes personnes âgées sont-elles plus vulnérables ?", "url": "https://questionsmedicales.fr/mesh/D001427?mesh_terms=Natural+Language+Processing&page=3#section-facteurs de risque" } ] }, { "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "Comment diagnostiquer une intoxication par toxines bactériennes ?", "position": 1, "acceptedAnswer": { "@type": "Answer", "text": "Le diagnostic repose sur l'historique clinique, les symptômes et des tests de laboratoire." } }, { "@type": "Question", "name": "Quels tests sont utilisés pour détecter les toxines ?", "position": 2, "acceptedAnswer": { "@type": "Answer", "text": "Des tests immunologiques et des cultures bactériennes sont couramment utilisés." } }, { "@type": "Question", "name": "Les symptômes peuvent-ils indiquer le type de toxine ?", "position": 3, "acceptedAnswer": { "@type": "Answer", "text": "Oui, les symptômes spécifiques peuvent aider à identifier la toxine responsable." } }, { "@type": "Question", "name": "Les analyses sanguines sont-elles utiles ?", "position": 4, "acceptedAnswer": { "@type": "Answer", "text": "Elles peuvent révéler des signes d'infection ou d'inflammation, mais ne détectent pas toujours les toxines." } }, { "@type": "Question", "name": "Comment différencier les toxines bactériennes des autres ?", "position": 5, "acceptedAnswer": { "@type": "Answer", "text": "L'analyse des symptômes et des antécédents d'exposition aide à la différenciation." } }, { "@type": "Question", "name": "Quels sont les symptômes courants d'une intoxication ?", "position": 6, "acceptedAnswer": { "@type": "Answer", "text": "Les symptômes incluent nausées, vomissements, diarrhée et douleurs abdominales." } }, { "@type": "Question", "name": "Les symptômes varient-ils selon la toxine ?", "position": 7, "acceptedAnswer": { "@type": "Answer", "text": "Oui, chaque toxine peut provoquer un ensemble de symptômes distincts." } }, { "@type": "Question", "name": "Peut-on avoir des symptômes neurologiques ?", "position": 8, "acceptedAnswer": { "@type": "Answer", "text": "Certaines toxines, comme celles de Clostridium, peuvent provoquer des symptômes neurologiques." } }, { "@type": "Question", "name": "Les symptômes apparaissent-ils rapidement ?", "position": 9, "acceptedAnswer": { "@type": "Answer", "text": "Ils peuvent apparaître rapidement, souvent dans les heures suivant l'exposition." } }, { "@type": "Question", "name": "Y a-t-il des symptômes spécifiques aux enfants ?", "position": 10, "acceptedAnswer": { "@type": "Answer", "text": "Les enfants peuvent présenter des symptômes plus graves, comme la déshydratation." } }, { "@type": "Question", "name": "Comment prévenir les intoxications alimentaires ?", "position": 11, "acceptedAnswer": { "@type": "Answer", "text": "La cuisson adéquate des aliments et l'hygiène sont essentielles pour prévenir les intoxications." } }, { "@type": "Question", "name": "Les vaccins peuvent-ils prévenir certaines toxines ?", "position": 12, "acceptedAnswer": { "@type": "Answer", "text": "Oui, des vaccins existent pour prévenir des maladies causées par certaines toxines, comme le tétanos." } }, { "@type": "Question", "name": "Quelles pratiques alimentaires sont recommandées ?", "position": 13, "acceptedAnswer": { "@type": "Answer", "text": "Éviter les aliments crus ou mal cuits et respecter les dates de péremption." } }, { "@type": "Question", "name": "Comment éviter la contamination croisée ?", "position": 14, "acceptedAnswer": { "@type": "Answer", "text": "Utiliser des planches à découper séparées pour les viandes et les légumes aide à prévenir la contamination." } }, { "@type": "Question", "name": "Les enfants doivent-ils être surveillés lors des repas ?", "position": 15, "acceptedAnswer": { "@type": "Answer", "text": "Oui, la surveillance des enfants pendant les repas peut prévenir les risques d'intoxication." } }, { "@type": "Question", "name": "Quel est le traitement principal pour une intoxication ?", "position": 16, "acceptedAnswer": { "@type": "Answer", "text": "Le traitement principal est la réhydratation et le soutien symptomatique." } }, { "@type": "Question", "name": "Les antibiotiques sont-ils efficaces contre les toxines ?", "position": 17, "acceptedAnswer": { "@type": "Answer", "text": "Les antibiotiques ne neutralisent pas les toxines, mais traitent l'infection bactérienne." } }, { "@type": "Question", "name": "Quand faut-il hospitaliser un patient ?", "position": 18, "acceptedAnswer": { "@type": "Answer", "text": "L'hospitalisation est nécessaire en cas de symptômes graves ou de déshydratation sévère." } }, { "@type": "Question", "name": "Y a-t-il des antidotes pour les toxines ?", "position": 19, "acceptedAnswer": { "@type": "Answer", "text": "Certains cas, comme le botulisme, disposent d'antidotes spécifiques." } }, { "@type": "Question", "name": "Comment gérer les symptômes sévères ?", "position": 20, "acceptedAnswer": { "@type": "Answer", "text": "Les soins intensifs peuvent être nécessaires pour gérer les symptômes sévères." } }, { "@type": "Question", "name": "Quelles complications peuvent survenir après une intoxication ?", "position": 21, "acceptedAnswer": { "@type": "Answer", "text": "Des complications comme la déshydratation, le choc ou des lésions organiques peuvent survenir." } }, { "@type": "Question", "name": "Les complications sont-elles fréquentes ?", "position": 22, "acceptedAnswer": { "@type": "Answer", "text": "Elles sont rares mais peuvent être graves, surtout chez les personnes vulnérables." } }, { "@type": "Question", "name": "Comment les complications sont-elles traitées ?", "position": 23, "acceptedAnswer": { "@type": "Answer", "text": "Le traitement des complications nécessite souvent des soins médicaux intensifs." } }, { "@type": "Question", "name": "Les complications peuvent-elles être évitées ?", "position": 24, "acceptedAnswer": { "@type": "Answer", "text": "Une détection précoce et un traitement rapide peuvent réduire le risque de complications." } }, { "@type": "Question", "name": "Les complications affectent-elles les personnes âgées différemment ?", "position": 25, "acceptedAnswer": { "@type": "Answer", "text": "Oui, les personnes âgées sont plus susceptibles de développer des complications graves." } }, { "@type": "Question", "name": "Quels sont les principaux facteurs de risque d'intoxication ?", "position": 26, "acceptedAnswer": { "@type": "Answer", "text": "Les facteurs incluent une mauvaise hygiène, la consommation d'aliments crus et des conditions de stockage inadéquates." } }, { "@type": "Question", "name": "Les personnes immunodéprimées sont-elles plus à risque ?", "position": 27, "acceptedAnswer": { "@type": "Answer", "text": "Oui, elles sont plus vulnérables aux infections et aux effets des toxines." } }, { "@type": "Question", "name": "Les voyages augmentent-ils le risque d'intoxication ?", "position": 28, "acceptedAnswer": { "@type": "Answer", "text": "Oui, les voyages dans des régions avec de mauvaises pratiques alimentaires augmentent le risque." } }, { "@type": "Question", "name": "Les enfants sont-ils plus à risque d'intoxication ?", "position": 29, "acceptedAnswer": { "@type": "Answer", "text": "Oui, en raison de leur système immunitaire moins développé et de comportements alimentaires." } }, { "@type": "Question", "name": "Les personnes âgées sont-elles plus vulnérables ?", "position": 30, "acceptedAnswer": { "@type": "Answer", "text": "Oui, elles peuvent avoir un système immunitaire affaibli et des comorbidités." } } ] } ] }

Sources (10000 au total)

Enhancing Pressure Injury Surveillance Using Natural Language Processing.

This study assessed the feasibility of nursing handoff notes to identify underreported hospital-acquired pressure injury (HAPI) events.... We have established a natural language processing-assisted manual review process and workflow for data extraction from a corpus of nursing notes across all medical inpatient and intensive care units i... Our initial corpus involved 70,981 notes during a 1-year period from 5484 unique admissions for 4220 patients. Our interrater human reviewer agreement on identifying HAPI was high ( κ = 0.67; 95% conf... Natural language processing-based surveillance is proven to be feasible and high yield using nursing handoff notes....

Identification of Preanesthetic History Elements by a Natural Language Processing Engine.

Methods that can automate, support, and streamline the preanesthesia evaluation process may improve resource utilization and efficiency. Natural language processing (NLP) involves the extraction of re... For each patient, we collected all pertinent notes from the institution's electronic medical record that were available no later than 1 day before their preoperative anesthesia clinic appointment. Per... A total of 93 patients were included in the NLP pipeline input. Free-text notes were extracted from the electronic medical record of these patients for a total of 9765 notes. The NLP pipeline and anes... In this proof-of-concept study, we demonstrated that utilization of NLP produced an output that identified medical conditions relevant to preanesthetic evaluation from unstructured free-text input. Au...

MedLexSp - a medical lexicon for Spanish medical natural language processing.

Medical lexicons enable the natural language processing (NLP) of health texts. Lexicons gather terms and concepts from thesauri and ontologies, and linguistic data for part-of-speech (PoS) tagging, le... This article describes an unified medical lexicon for Medical Natural Language Processing in Spanish. MedLexSp includes terms and inflected word forms with PoS information and Unified Medical Language... The lexicon is distributed in a delimiter-separated value file; an XML file with the Lexical Markup Framework; a lemmatizer module for the Spacy and Stanza libraries; and complementary Lexical Record ...

The use of natural language processing in palliative care research: A scoping review.

Natural language processing has been increasingly used in palliative care research over the last 5 years for its versatility and accuracy.... To evaluate and characterize natural language processing use in palliative care research, including the most commonly used natural language processing software and computational methods, data sources,... A scoping review using the framework by Arksey and O'Malley and the updated recommendations proposed by Levac et al. was conducted.... PubMed, Web of Science, Embase, Scopus, and IEEE Xplore databases were searched for palliative care studies that utilized natural language processing tools. Data on study characteristics and natural l... 197 relevant references were identified. Of these, 82 were included after full-text review. Studies were published in 48 different journals from 2007 to 2022. The average sample size was 21,541 (media... We found 82 papers on palliative care using natural language processing methods for a wide-range of topics and sources of data that could expand the use of this methodology. We encourage researchers t...

A Narrative Literature Review of Natural Language Processing Applied to the Occupational Exposome.

The evolution of the Exposome concept revolutionised the research in exposure assessment and epidemiology by introducing the need for a more holistic approach on the exploration of the relationship be... We conduct a literature search on PubMed, Scopus and Web of Science for scientific articles published between 2011 and 2021. We use both quantitative and qualitative methods to screen papers and provi... Overall, 6420 articles were screened for the suitability of this review, where we review 37 articles in depth. Finally, we discuss future avenues of research and outline challenges in existing work.... Our results show that (i) there has been an increase in articles published that focus on applying NLP to exposure and epidemiology research, (ii) most work uses existing NLP tools and (iii) traditiona...

Natural language processing augments comorbidity documentation in neurosurgical inpatient admissions.

To establish whether or not a natural language processing technique could identify two common inpatient neurosurgical comorbidities using only text reports of inpatient head imaging.... A training and testing dataset of reports of 979 CT or MRI scans of the brain for patients admitted to the neurosurgery service of a single hospital in June 2021 or to the Emergency Department between... For "brain compression", a random forest classifier outperformed other candidate algorithms with an accuracy of 0.81 and area under the curve of 0.90 in the testing dataset. For "brain edema", a rando... A natural language processing-based machine learning algorithm can reliably and reproducibly identify selected common neurosurgical comorbidities from radiology reports.... This result may justify the use of machine learning-based decision support to augment provider documentation....