Titre : Roseolovirus

Roseolovirus : Questions médicales fréquentes

Termes MeSH sélectionnés :

Deep Learning
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le diagnostic ?", "url": "https://questionsmedicales.fr/mesh/D019211?mesh_terms=Deep+Learning&page=1000#section-diagnostic" }, { "@type": "MedicalWebPage", "name": "Symptômes", "headline": "Symptômes sur Roseolovirus", "description": "Quels sont les symptômes typiques de l'infection ?\nLa fièvre est-elle un symptôme précoce ?\nL'éruption cutanée est-elle toujours présente ?\nY a-t-il des symptômes associés chez les enfants ?\nLes symptômes durent-ils longtemps ?", "url": "https://questionsmedicales.fr/mesh/D019211?mesh_terms=Deep+Learning&page=1000#section-symptômes" }, { "@type": "MedicalWebPage", "name": "Prévention", "headline": "Prévention sur Roseolovirus", "description": "Comment prévenir l'infection par Roseolovirus ?\nLes mesures d'hygiène sont-elles efficaces ?\nLes enfants doivent-ils être isolés en cas d'infection ?\nLes adultes peuvent-ils être porteurs asymptomatiques ?\nLes vaccinations contre d'autres maladies aident-elles ?", "url": "https://questionsmedicales.fr/mesh/D019211?mesh_terms=Deep+Learning&page=1000#section-prévention" }, { "@type": "MedicalWebPage", "name": "Traitements", "headline": "Traitements sur Roseolovirus", "description": "Quel est le traitement principal pour Roseolovirus ?\nDes antiviraux sont-ils utilisés ?\nComment gérer la fièvre chez les enfants ?\nY a-t-il des complications nécessitant un traitement ?\nLe repos est-il recommandé pendant l'infection ?", "url": "https://questionsmedicales.fr/mesh/D019211?mesh_terms=Deep+Learning&page=1000#section-traitements" }, { "@type": "MedicalWebPage", "name": "Complications", "headline": "Complications sur Roseolovirus", "description": "Quelles sont les complications possibles de l'infection ?\nLes convulsions sont-elles fréquentes ?\nY a-t-il des risques de complications graves ?\nComment prévenir les complications ?\nLes complications affectent-elles tous les patients ?", "url": "https://questionsmedicales.fr/mesh/D019211?mesh_terms=Deep+Learning&page=1000#section-complications" }, { "@type": "MedicalWebPage", "name": "Facteurs de risque", "headline": "Facteurs de risque sur Roseolovirus", "description": "Qui est le plus à risque d'infection ?\nLes enfants immunodéprimés sont-ils plus vulnérables ?\nLes épidémies sont-elles fréquentes ?\nL'âge joue-t-il un rôle dans le risque d'infection ?\nLes facteurs environnementaux influencent-ils le risque ?", "url": "https://questionsmedicales.fr/mesh/D019211?mesh_terms=Deep+Learning&page=1000#section-facteurs de risque" } ] }, { "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "Comment diagnostique-t-on une infection par Roseolovirus ?", "position": 1, "acceptedAnswer": { "@type": "Answer", "text": "Le diagnostic repose sur l'examen clinique et des tests sérologiques pour détecter les anticorps." } }, { "@type": "Question", "name": "Quels tests sont utilisés pour confirmer une infection ?", "position": 2, "acceptedAnswer": { "@type": "Answer", "text": "Des tests PCR peuvent être réalisés pour détecter l'ADN viral dans les échantillons." } }, { "@type": "Question", "name": "Les symptômes aident-ils au diagnostic ?", "position": 3, "acceptedAnswer": { "@type": "Answer", "text": "Oui, les symptômes comme la fièvre et l'éruption cutanée sont indicatifs d'une infection." } }, { "@type": "Question", "name": "Peut-on confondre Roseolovirus avec d'autres virus ?", "position": 4, "acceptedAnswer": { "@type": "Answer", "text": "Oui, il peut être confondu avec d'autres virus causant des éruptions, comme le virus de la varicelle." } }, { "@type": "Question", "name": "Les tests sanguins sont-ils fiables pour le diagnostic ?", "position": 5, "acceptedAnswer": { "@type": "Answer", "text": "Oui, les tests sanguins pour les anticorps IgM et IgG sont souvent utilisés pour le diagnostic." } }, { "@type": "Question", "name": "Quels sont les symptômes typiques de l'infection ?", "position": 6, "acceptedAnswer": { "@type": "Answer", "text": "Les symptômes incluent une forte fièvre, une éruption cutanée et des symptômes respiratoires." } }, { "@type": "Question", "name": "La fièvre est-elle un symptôme précoce ?", "position": 7, "acceptedAnswer": { "@type": "Answer", "text": "Oui, la fièvre est souvent le premier symptôme, apparaissant avant l'éruption cutanée." } }, { "@type": "Question", "name": "L'éruption cutanée est-elle toujours présente ?", "position": 8, "acceptedAnswer": { "@type": "Answer", "text": "Non, l'éruption cutanée peut ne pas apparaître chez tous les patients infectés." } }, { "@type": "Question", "name": "Y a-t-il des symptômes associés chez les enfants ?", "position": 9, "acceptedAnswer": { "@type": "Answer", "text": "Oui, des symptômes comme l'irritabilité et la diarrhée peuvent également être présents." } }, { "@type": "Question", "name": "Les symptômes durent-ils longtemps ?", "position": 10, "acceptedAnswer": { "@type": "Answer", "text": "En général, les symptômes durent de 3 à 7 jours, avec une résolution spontanée." } }, { "@type": "Question", "name": "Comment prévenir l'infection par Roseolovirus ?", "position": 11, "acceptedAnswer": { "@type": "Answer", "text": "Il n'existe pas de vaccin, mais une bonne hygiène et éviter le contact avec les malades aident." } }, { "@type": "Question", "name": "Les mesures d'hygiène sont-elles efficaces ?", "position": 12, "acceptedAnswer": { "@type": "Answer", "text": "Oui, se laver les mains régulièrement et éviter les foules peut réduire le risque d'infection." } }, { "@type": "Question", "name": "Les enfants doivent-ils être isolés en cas d'infection ?", "position": 13, "acceptedAnswer": { "@type": "Answer", "text": "Oui, il est conseillé d'isoler les enfants infectés pour éviter la propagation du virus." } }, { "@type": "Question", "name": "Les adultes peuvent-ils être porteurs asymptomatiques ?", "position": 14, "acceptedAnswer": { "@type": "Answer", "text": "Oui, les adultes peuvent être porteurs sans symptômes et transmettre le virus aux enfants." } }, { "@type": "Question", "name": "Les vaccinations contre d'autres maladies aident-elles ?", "position": 15, "acceptedAnswer": { "@type": "Answer", "text": "Non, il n'existe pas de lien direct entre les vaccinations et la prévention du Roseolovirus." } }, { "@type": "Question", "name": "Quel est le traitement principal pour Roseolovirus ?", "position": 16, "acceptedAnswer": { "@type": "Answer", "text": "Le traitement est généralement symptomatique, visant à réduire la fièvre et l'inconfort." } }, { "@type": "Question", "name": "Des antiviraux sont-ils utilisés ?", "position": 17, "acceptedAnswer": { "@type": "Answer", "text": "Les antiviraux ne sont pas couramment utilisés, car l'infection est généralement bénigne." } }, { "@type": "Question", "name": "Comment gérer la fièvre chez les enfants ?", "position": 18, "acceptedAnswer": { "@type": "Answer", "text": "Des antipyrétiques comme le paracétamol peuvent être administrés pour soulager la fièvre." } }, { "@type": "Question", "name": "Y a-t-il des complications nécessitant un traitement ?", "position": 19, "acceptedAnswer": { "@type": "Answer", "text": "Rarement, mais des complications comme la déshydratation peuvent nécessiter une attention médicale." } }, { "@type": "Question", "name": "Le repos est-il recommandé pendant l'infection ?", "position": 20, "acceptedAnswer": { "@type": "Answer", "text": "Oui, le repos est conseillé pour aider le corps à combattre l'infection." } }, { "@type": "Question", "name": "Quelles sont les complications possibles de l'infection ?", "position": 21, "acceptedAnswer": { "@type": "Answer", "text": "Les complications peuvent inclure des convulsions fébriles et des infections secondaires." } }, { "@type": "Question", "name": "Les convulsions sont-elles fréquentes ?", "position": 22, "acceptedAnswer": { "@type": "Answer", "text": "Les convulsions fébriles peuvent survenir chez 5 à 15 % des enfants infectés." } }, { "@type": "Question", "name": "Y a-t-il des risques de complications graves ?", "position": 23, "acceptedAnswer": { "@type": "Answer", "text": "Les complications graves sont rares, mais peuvent inclure des infections du système nerveux." } }, { "@type": "Question", "name": "Comment prévenir les complications ?", "position": 24, "acceptedAnswer": { "@type": "Answer", "text": "Un suivi médical et un traitement approprié des symptômes peuvent aider à prévenir les complications." } }, { "@type": "Question", "name": "Les complications affectent-elles tous les patients ?", "position": 25, "acceptedAnswer": { "@type": "Answer", "text": "Non, la plupart des patients se rétablissent sans complications significatives." } }, { "@type": "Question", "name": "Qui est le plus à risque d'infection ?", "position": 26, "acceptedAnswer": { "@type": "Answer", "text": "Les jeunes enfants, en particulier ceux de moins de 2 ans, sont les plus à risque." } }, { "@type": "Question", "name": "Les enfants immunodéprimés sont-ils plus vulnérables ?", "position": 27, "acceptedAnswer": { "@type": "Answer", "text": "Oui, les enfants avec un système immunitaire affaibli courent un risque accru d'infection." } }, { "@type": "Question", "name": "Les épidémies sont-elles fréquentes ?", "position": 28, "acceptedAnswer": { "@type": "Answer", "text": "Les épidémies de Roseolovirus sont rares, mais peuvent survenir dans des milieux de garde." } }, { "@type": "Question", "name": "L'âge joue-t-il un rôle dans le risque d'infection ?", "position": 29, "acceptedAnswer": { "@type": "Answer", "text": "Oui, le risque est plus élevé chez les enfants de moins de 3 ans, car ils n'ont pas encore d'immunité." } }, { "@type": "Question", "name": "Les facteurs environnementaux influencent-ils le risque ?", "position": 30, "acceptedAnswer": { "@type": "Answer", "text": "Oui, des facteurs comme la promiscuité et le manque d'hygiène augmentent le risque d'infection." } } ] } ] }

Sources (10000 au total)

Deep learning reconstruction for coronary CT angiography in patients with origin anomaly, stent or bypass graft.

To develop and validate a deep learning (DL)-model for automatic reconstruction for coronary CT angiography (CCTA) in patients with origin anomaly, stent or bypass graft.... In this retrospective study, a DL model for automatic CCTA reconstruction was developed with training and validation sets from 6063 and 1962 patients. The algorithm was evaluated on an independent ext... In the external test set, 812 patients (mean age, 64.0 ± 11.6, 100 with origin anomalies, 152 with stents, 105 with bypass grafts) were evaluated. The successful rates for automatic reconstruction wer... The developed DL model enabled accurate automatic CCTA reconstruction of bypass graft, stent and origin anomaly. It significantly reduced post-processing time and improved clinical workflow....

Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records.

Risk prediction plays a crucial role in planning for prevention, monitoring, and treatment. Electronic Health Records (EHRs) offer an expansive repository of temporal medical data encompassing both ri... We develop a Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) algorithm based on extensive unlabeled longitudinal Electronic Health Records (EHR) data augmented by a limited set... The SeDDLeR algorithm calculates an individualized risk of developing future clinical events over time using each patient's baseline EHR features via the following steps: (1) construction of an initia... SeDDLeR outperforms benchmark risk prediction methods, including Semi-parametric Transformation Model (STM) and DeepHit, with consistently best accuracy across experiments. SeDDLeR achieved the best C... SeDDLeR can train robust risk prediction models in both real-world EHR and synthetic datasets with minimal requirements of labeling event times. It holds the potential to be incorporated for future cl...

Automatic soft-tissue analysis on orthodontic frontal and lateral facial photographs based on deep learning.

To establish the automatic soft-tissue analysis model based on deep learning that performs landmark detection and measurement calculations on orthodontic facial photographs to achieve a more comprehen... A total of 578 frontal photographs and 450 lateral photographs of orthodontic patients were collected to construct datasets. All images were manually annotated by two orthodontists with 43 frontal-ima... The mean radial error was 14.44 ± 17.20 pixels for the landmarks in the frontal images and 13.48 ± 17.12 pixels for the landmarks in the lateral images. There was no statistically significant differen... Based on deep learning, we established automatic soft-tissue analysis models for orthodontic facial photographs that can automatically detect 43 frontal-image landmarks and 17 lateral-image landmarks ...

Automated detection of type 1 ROP, type 2 ROP and A-ROP based on deep learning.

To provide automatic detection of Type 1 retinopathy of prematurity (ROP), Type 2 ROP, and A-ROP by deep learning-based analysis of fundus images obtained by clinical examination using convolutional n... A total of 634 fundus images of 317 premature infants born at 23-34 weeks of gestation were evaluated. After image pre-processing, we obtained a rectangular region (ROI). RegNetY002 was used for algor... The model achieved 0.98 accuracy and 0.98 specificity in detecting Type 2 ROP versus Type 1 ROP and A-ROP. On the other hand, as a result of the analysis of ROI regions, the model achieved 0.90 accura... Our study demonstrated that ROP classification by DL-based analysis of fundus images can be distinguished with high accuracy and specificity. Integrating DL-based artificial intelligence algorithms in...

PET/CT deep learning prognosis for treatment decision support in esophageal squamous cell carcinoma.

The clinical decision-making regarding choosing surgery alone (SA) or surgery followed by postoperative adjuvant chemotherapy (SPOCT) in esophageal squamous cell carcinoma (ESCC) remains controversial... This retrospective multicenter study included 837 ESCC patients from three institutions. Prognostic biomarkers integrating six networks were developed to build an ESCC prognosis (ESCCPro) model and pr... In this retrospective multicenter study, patients receiving SA had a median OS 9.2 months longer than controls. No significant differences in survival were found between SA patients with predicted poo... ESCCPro assistance improved the survival benefit of ESCC patients and the clinical decision-making among the two treatment approaches.... The ESCCPro model for treatment decision-making is promising to improve overall survival in ESCC patients undergoing surgical resection and patients undergoing surgery followed by postoperative adjuva... ESCC is associated with a poor prognosis and unclear ideal treatments. ESCCPro predicts the survival of patients with ESCC and the expected benefit from SA. ESCCPro improves clinicians' stratification...