questionsmedicales.fr
Composés polycycliques
Hydrocarbures aromatiques polycycliques
Phénanthrènes
Morphinanes
Dérivés de la morphine
Dérivés de la morphine : Questions médicales fréquentes
Termes MeSH sélectionnés :
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "MedicalWebPage",
"name": "Dérivés de la morphine : Questions médicales les plus fréquentes",
"headline": "Dérivés de la morphine : Comprendre les symptômes, diagnostics et traitements",
"description": "Guide complet et accessible sur les Dérivés de la morphine : explications, diagnostics, traitements et prévention. Information médicale validée destinée aux patients.",
"datePublished": "2024-04-15",
"dateModified": "2025-04-10",
"inLanguage": "fr",
"medicalAudience": [
{
"@type": "MedicalAudience",
"name": "Grand public",
"audienceType": "Patient",
"healthCondition": {
"@type": "MedicalCondition",
"name": "Dérivés de la morphine"
},
"suggestedMinAge": 18,
"suggestedGender": "unisex"
},
{
"@type": "MedicalAudience",
"name": "Médecins",
"audienceType": "Physician",
"geographicArea": {
"@type": "AdministrativeArea",
"name": "France"
}
},
{
"@type": "MedicalAudience",
"name": "Chercheurs",
"audienceType": "Researcher",
"geographicArea": {
"@type": "AdministrativeArea",
"name": "International"
}
}
],
"reviewedBy": {
"@type": "Person",
"name": "Dr Olivier Menir",
"jobTitle": "Expert en Médecine",
"description": "Expert en Médecine, Optimisation des Parcours de Soins et Révision Médicale",
"url": "/static/pages/docteur-olivier-menir.html",
"alumniOf": {
"@type": "EducationalOrganization",
"name": "Université Paris Descartes"
}
},
"isPartOf": {
"@type": "MedicalWebPage",
"name": "Morphinanes",
"url": "https://questionsmedicales.fr/mesh/D009019",
"about": {
"@type": "MedicalCondition",
"name": "Morphinanes",
"code": {
"@type": "MedicalCode",
"code": "D009019",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795"
}
}
},
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "Codéine",
"alternateName": "Codeine",
"url": "https://questionsmedicales.fr/mesh/D003061",
"about": {
"@type": "MedicalCondition",
"name": "Codéine",
"code": {
"@type": "MedicalCode",
"code": "D003061",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.149"
}
},
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "Hydrocodone",
"alternateName": "Hydrocodone",
"url": "https://questionsmedicales.fr/mesh/D006853",
"about": {
"@type": "MedicalCondition",
"name": "Hydrocodone",
"code": {
"@type": "MedicalCode",
"code": "D006853",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.149.287"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Oxycodone",
"alternateName": "Oxycodone",
"url": "https://questionsmedicales.fr/mesh/D010098",
"about": {
"@type": "MedicalCondition",
"name": "Oxycodone",
"code": {
"@type": "MedicalCode",
"code": "D010098",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.149.575"
}
}
}
]
},
{
"@type": "MedicalWebPage",
"name": "Dihydromorphine",
"alternateName": "Dihydromorphine",
"url": "https://questionsmedicales.fr/mesh/D004090",
"about": {
"@type": "MedicalCondition",
"name": "Dihydromorphine",
"code": {
"@type": "MedicalCode",
"code": "D004090",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.350"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Éthylmorphine",
"alternateName": "Ethylmorphine",
"url": "https://questionsmedicales.fr/mesh/D005036",
"about": {
"@type": "MedicalCondition",
"name": "Éthylmorphine",
"code": {
"@type": "MedicalCode",
"code": "D005036",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.430"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Héroïne",
"alternateName": "Heroin",
"url": "https://questionsmedicales.fr/mesh/D003932",
"about": {
"@type": "MedicalCondition",
"name": "Héroïne",
"code": {
"@type": "MedicalCode",
"code": "D003932",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.445"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Hydromorphone",
"alternateName": "Hydromorphone",
"url": "https://questionsmedicales.fr/mesh/D004091",
"about": {
"@type": "MedicalCondition",
"name": "Hydromorphone",
"code": {
"@type": "MedicalCode",
"code": "D004091",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.450"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Morphine",
"alternateName": "Morphine",
"url": "https://questionsmedicales.fr/mesh/D009020",
"about": {
"@type": "MedicalCondition",
"name": "Morphine",
"code": {
"@type": "MedicalCode",
"code": "D009020",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.571"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Oxymorphone",
"alternateName": "Oxymorphone",
"url": "https://questionsmedicales.fr/mesh/D010111",
"about": {
"@type": "MedicalCondition",
"name": "Oxymorphone",
"code": {
"@type": "MedicalCode",
"code": "D010111",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.692"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Thébaïne",
"alternateName": "Thebaine",
"url": "https://questionsmedicales.fr/mesh/D013797",
"about": {
"@type": "MedicalCondition",
"name": "Thébaïne",
"code": {
"@type": "MedicalCode",
"code": "D013797",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D04.615.723.795.576.856"
}
}
}
],
"about": {
"@type": "MedicalCondition",
"name": "Dérivés de la morphine",
"alternateName": "Morphine Derivatives",
"code": {
"@type": "MedicalCode",
"code": "D009022",
"codingSystem": "MeSH"
}
},
"author": [
{
"@type": "Person",
"name": "Richard Ian Samuels",
"url": "https://questionsmedicales.fr/author/Richard%20Ian%20Samuels",
"affiliation": {
"@type": "Organization",
"name": "Department of Entomology and Plant Pathology, State University of North Fluminense Darcy Ribeiro, Campos dos Goytacazes, RJ, Brazil."
}
},
{
"@type": "Person",
"name": "Robert J Carey",
"url": "https://questionsmedicales.fr/author/Robert%20J%20Carey",
"affiliation": {
"@type": "Organization",
"name": "Department of Psychiatry SUNY Upstate Medical University, 800 Irving Avenue, Syracuse, NY 13210, USA."
}
},
{
"@type": "Person",
"name": "Marinete Pinheiro Carrera",
"url": "https://questionsmedicales.fr/author/Marinete%20Pinheiro%20Carrera",
"affiliation": {
"@type": "Organization",
"name": "Behavioral Pharmacology Group, Laboratory of Animal Morphology and Pathology, State University of North Fluminense Darcy Ribeiro, Avenida Alberto Lamego, 2000, Campos dos Goytacazes 28013-602, RJ, Brazil. Electronic address: marinete@uenf.br."
}
},
{
"@type": "Person",
"name": "Hossein Azizi",
"url": "https://questionsmedicales.fr/author/Hossein%20Azizi",
"affiliation": {
"@type": "Organization",
"name": "Department of Physiology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran. Electronic address: azizih@modares.ac.ir."
}
},
{
"@type": "Person",
"name": "Mohammad-Reza Zarrindast",
"url": "https://questionsmedicales.fr/author/Mohammad-Reza%20Zarrindast",
"affiliation": {
"@type": "Organization",
"name": "Department of Pharmacology School of Medicine, Tehran University of Medical Sciences, Tehran, Iran."
}
}
],
"citation": [
{
"@type": "ScholarlyArticle",
"name": "Machine learning-based investigation of regulated cell death for predicting prognosis and immunotherapy response in glioma patients.",
"datePublished": "2024-02-20",
"url": "https://questionsmedicales.fr/article/38378721",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1038/s41598-024-54643-3"
}
},
{
"@type": "ScholarlyArticle",
"name": "A new cloud-based method for composition of healthcare services using deep reinforcement learning and Kalman filtering.",
"datePublished": "2024-02-13",
"url": "https://questionsmedicales.fr/article/38452470",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1016/j.compbiomed.2024.108152"
}
},
{
"@type": "ScholarlyArticle",
"name": "Deep Learning-Based Glucose Prediction Models: A Guide for Practitioners and a Curated Dataset for Improved Diabetes Management.",
"datePublished": "2024-02-13",
"url": "https://questionsmedicales.fr/article/38899015",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1109/OJEMB.2024.3365290"
}
},
{
"@type": "ScholarlyArticle",
"name": "Identification of characteristic genes and herbal compounds for the treatment of psoriasis based on machine learning and molecular dynamics simulation.",
"datePublished": "2024-02-12",
"url": "https://questionsmedicales.fr/article/38344924",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1080/07391102.2024.2314752"
}
},
{
"@type": "ScholarlyArticle",
"name": "Classification of inertial sensor-based gait patterns of orthopaedic conditions using machine learning: A pilot study.",
"datePublished": "2024-02-11",
"url": "https://questionsmedicales.fr/article/38341759",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1002/jor.25797"
}
}
],
"breadcrumb": {
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "questionsmedicales.fr",
"item": "https://questionsmedicales.fr"
},
{
"@type": "ListItem",
"position": 2,
"name": "Composés polycycliques",
"item": "https://questionsmedicales.fr/mesh/D011083"
},
{
"@type": "ListItem",
"position": 3,
"name": "Hydrocarbures aromatiques polycycliques",
"item": "https://questionsmedicales.fr/mesh/D011084"
},
{
"@type": "ListItem",
"position": 4,
"name": "Phénanthrènes",
"item": "https://questionsmedicales.fr/mesh/D010616"
},
{
"@type": "ListItem",
"position": 5,
"name": "Morphinanes",
"item": "https://questionsmedicales.fr/mesh/D009019"
},
{
"@type": "ListItem",
"position": 6,
"name": "Dérivés de la morphine",
"item": "https://questionsmedicales.fr/mesh/D009022"
}
]
}
},
{
"@type": "MedicalWebPage",
"name": "Article complet : Dérivés de la morphine - Questions et réponses",
"headline": "Questions et réponses médicales fréquentes sur Dérivés de la morphine",
"description": "Une compilation de questions et réponses structurées, validées par des experts médicaux.",
"datePublished": "2025-05-12",
"inLanguage": "fr",
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "Diagnostic",
"headline": "Diagnostic sur Dérivés de la morphine",
"description": "Comment diagnostiquer une dépendance aux dérivés de la morphine ?\nQuels tests sont utilisés pour évaluer l'usage de morphine ?\nQuels signes cliniques indiquent une surdose de morphine ?\nComment évaluer l'efficacité d'un traitement à base de morphine ?\nQuels critères sont utilisés pour le sevrage des dérivés de morphine ?",
"url": "https://questionsmedicales.fr/mesh/D009022?mesh_terms=Problem-Based+Learning&page=1000#section-diagnostic"
},
{
"@type": "MedicalWebPage",
"name": "Symptômes",
"headline": "Symptômes sur Dérivés de la morphine",
"description": "Quels sont les symptômes d'une surdose de morphine ?\nQuels effets secondaires courants des dérivés de morphine ?\nComment reconnaître une réaction allergique aux dérivés de morphine ?\nQuels symptômes indiquent une dépendance aux opioïdes ?\nQuels signes d'intoxication aux dérivés de morphine ?",
"url": "https://questionsmedicales.fr/mesh/D009022?mesh_terms=Problem-Based+Learning&page=1000#section-symptômes"
},
{
"@type": "MedicalWebPage",
"name": "Prévention",
"headline": "Prévention sur Dérivés de la morphine",
"description": "Comment prévenir la dépendance aux dérivés de morphine ?\nQuelles mesures de sécurité pour l'utilisation de morphine ?\nComment sensibiliser aux risques des dérivés de morphine ?\nQuels conseils pour éviter les surdoses de morphine ?\nComment éduquer les patients sur les opioïdes ?",
"url": "https://questionsmedicales.fr/mesh/D009022?mesh_terms=Problem-Based+Learning&page=1000#section-prévention"
},
{
"@type": "MedicalWebPage",
"name": "Traitements",
"headline": "Traitements sur Dérivés de la morphine",
"description": "Quels traitements existent pour la dépendance aux dérivés de morphine ?\nComment traiter une surdose de morphine ?\nQuels médicaments sont utilisés pour le sevrage des opioïdes ?\nComment gérer les effets secondaires des dérivés de morphine ?\nQuels sont les traitements non médicamenteux pour la douleur ?",
"url": "https://questionsmedicales.fr/mesh/D009022?mesh_terms=Problem-Based+Learning&page=1000#section-traitements"
},
{
"@type": "MedicalWebPage",
"name": "Complications",
"headline": "Complications sur Dérivés de la morphine",
"description": "Quelles complications peuvent survenir avec l'utilisation de morphine ?\nComment la morphine affecte-t-elle le système immunitaire ?\nQuels risques de surdose avec les dérivés de morphine ?\nQuelles sont les conséquences d'une surdose de morphine ?\nComment la morphine peut-elle affecter la santé mentale ?",
"url": "https://questionsmedicales.fr/mesh/D009022?mesh_terms=Problem-Based+Learning&page=1000#section-complications"
},
{
"@type": "MedicalWebPage",
"name": "Facteurs de risque",
"headline": "Facteurs de risque sur Dérivés de la morphine",
"description": "Quels sont les facteurs de risque de dépendance aux dérivés de morphine ?\nComment l'âge influence-t-il l'utilisation de morphine ?\nQuels rôles jouent les antécédents médicaux dans l'usage de morphine ?\nComment le sexe influence-t-il la réponse à la morphine ?\nQuels facteurs environnementaux augmentent le risque d'abus de morphine ?",
"url": "https://questionsmedicales.fr/mesh/D009022?mesh_terms=Problem-Based+Learning&page=1000#section-facteurs de risque"
}
]
},
{
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "Comment diagnostiquer une dépendance aux dérivés de la morphine ?",
"position": 1,
"acceptedAnswer": {
"@type": "Answer",
"text": "Le diagnostic repose sur l'évaluation des symptômes de dépendance et des antécédents médicaux."
}
},
{
"@type": "Question",
"name": "Quels tests sont utilisés pour évaluer l'usage de morphine ?",
"position": 2,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des tests urinaires et sanguins peuvent détecter la présence de morphine et ses dérivés."
}
},
{
"@type": "Question",
"name": "Quels signes cliniques indiquent une surdose de morphine ?",
"position": 3,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les signes incluent la dépression respiratoire, la somnolence excessive et la confusion."
}
},
{
"@type": "Question",
"name": "Comment évaluer l'efficacité d'un traitement à base de morphine ?",
"position": 4,
"acceptedAnswer": {
"@type": "Answer",
"text": "L'efficacité est évaluée par la réduction de la douleur et l'amélioration de la qualité de vie."
}
},
{
"@type": "Question",
"name": "Quels critères sont utilisés pour le sevrage des dérivés de morphine ?",
"position": 5,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les critères incluent la durée d'utilisation, la dose et les symptômes de sevrage observés."
}
},
{
"@type": "Question",
"name": "Quels sont les symptômes d'une surdose de morphine ?",
"position": 6,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les symptômes incluent la respiration lente, la confusion et la perte de conscience."
}
},
{
"@type": "Question",
"name": "Quels effets secondaires courants des dérivés de morphine ?",
"position": 7,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les effets secondaires incluent constipation, nausées, somnolence et vertiges."
}
},
{
"@type": "Question",
"name": "Comment reconnaître une réaction allergique aux dérivés de morphine ?",
"position": 8,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les réactions allergiques peuvent se manifester par des éruptions cutanées, démangeaisons ou œdème."
}
},
{
"@type": "Question",
"name": "Quels symptômes indiquent une dépendance aux opioïdes ?",
"position": 9,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les symptômes incluent des envies intenses, des comportements de recherche de drogue et des symptômes de sevrage."
}
},
{
"@type": "Question",
"name": "Quels signes d'intoxication aux dérivés de morphine ?",
"position": 10,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les signes incluent confusion, somnolence, pupilles constrictes et respiration ralentie."
}
},
{
"@type": "Question",
"name": "Comment prévenir la dépendance aux dérivés de morphine ?",
"position": 11,
"acceptedAnswer": {
"@type": "Answer",
"text": "La prévention passe par une prescription prudente, l'éducation des patients et le suivi régulier."
}
},
{
"@type": "Question",
"name": "Quelles mesures de sécurité pour l'utilisation de morphine ?",
"position": 12,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les mesures incluent le stockage sécurisé, l'éducation sur les risques et le suivi médical."
}
},
{
"@type": "Question",
"name": "Comment sensibiliser aux risques des dérivés de morphine ?",
"position": 13,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des campagnes d'information et des formations pour les professionnels de santé sont essentielles."
}
},
{
"@type": "Question",
"name": "Quels conseils pour éviter les surdoses de morphine ?",
"position": 14,
"acceptedAnswer": {
"@type": "Answer",
"text": "Évitez l'automédication, respectez les doses prescrites et consultez un médecin en cas de doute."
}
},
{
"@type": "Question",
"name": "Comment éduquer les patients sur les opioïdes ?",
"position": 15,
"acceptedAnswer": {
"@type": "Answer",
"text": "Fournissez des informations sur les risques, les effets secondaires et les alternatives thérapeutiques."
}
},
{
"@type": "Question",
"name": "Quels traitements existent pour la dépendance aux dérivés de morphine ?",
"position": 16,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les traitements incluent la thérapie comportementale, les médicaments et le soutien psychologique."
}
},
{
"@type": "Question",
"name": "Comment traiter une surdose de morphine ?",
"position": 17,
"acceptedAnswer": {
"@type": "Answer",
"text": "Le traitement comprend l'administration de naloxone et des soins d'urgence pour stabiliser le patient."
}
},
{
"@type": "Question",
"name": "Quels médicaments sont utilisés pour le sevrage des opioïdes ?",
"position": 18,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des médicaments comme la méthadone et la buprénorphine sont utilisés pour le sevrage."
}
},
{
"@type": "Question",
"name": "Comment gérer les effets secondaires des dérivés de morphine ?",
"position": 19,
"acceptedAnswer": {
"@type": "Answer",
"text": "La gestion inclut l'ajustement de la dose, l'utilisation de laxatifs et le suivi médical régulier."
}
},
{
"@type": "Question",
"name": "Quels sont les traitements non médicamenteux pour la douleur ?",
"position": 20,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les traitements incluent la physiothérapie, l'acupuncture et les techniques de relaxation."
}
},
{
"@type": "Question",
"name": "Quelles complications peuvent survenir avec l'utilisation de morphine ?",
"position": 21,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les complications incluent la dépression respiratoire, la constipation sévère et la dépendance."
}
},
{
"@type": "Question",
"name": "Comment la morphine affecte-t-elle le système immunitaire ?",
"position": 22,
"acceptedAnswer": {
"@type": "Answer",
"text": "L'utilisation prolongée de morphine peut entraîner une immunosuppression et augmenter le risque d'infections."
}
},
{
"@type": "Question",
"name": "Quels risques de surdose avec les dérivés de morphine ?",
"position": 23,
"acceptedAnswer": {
"@type": "Answer",
"text": "Le risque de surdose augmente avec l'usage combiné d'autres dépresseurs du système nerveux central."
}
},
{
"@type": "Question",
"name": "Quelles sont les conséquences d'une surdose de morphine ?",
"position": 24,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les conséquences peuvent inclure des lésions cérébrales, des troubles respiratoires et la mort."
}
},
{
"@type": "Question",
"name": "Comment la morphine peut-elle affecter la santé mentale ?",
"position": 25,
"acceptedAnswer": {
"@type": "Answer",
"text": "L'utilisation de morphine peut entraîner des troubles de l'humeur, de l'anxiété et des troubles cognitifs."
}
},
{
"@type": "Question",
"name": "Quels sont les facteurs de risque de dépendance aux dérivés de morphine ?",
"position": 26,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les facteurs incluent des antécédents de dépendance, des troubles mentaux et l'usage prolongé."
}
},
{
"@type": "Question",
"name": "Comment l'âge influence-t-il l'utilisation de morphine ?",
"position": 27,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les personnes âgées sont plus susceptibles de développer des effets secondaires et une dépendance."
}
},
{
"@type": "Question",
"name": "Quels rôles jouent les antécédents médicaux dans l'usage de morphine ?",
"position": 28,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des antécédents de troubles de l'humeur ou de dépendance augmentent le risque d'abus."
}
},
{
"@type": "Question",
"name": "Comment le sexe influence-t-il la réponse à la morphine ?",
"position": 29,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des études montrent que les femmes peuvent être plus sensibles aux effets analgésiques et secondaires."
}
},
{
"@type": "Question",
"name": "Quels facteurs environnementaux augmentent le risque d'abus de morphine ?",
"position": 30,
"acceptedAnswer": {
"@type": "Answer",
"text": "Un environnement de stress, de pression sociale ou d'accès facile aux opioïdes augmente le risque."
}
}
]
}
]
}
Glioblastoma is a highly aggressive and malignant type of brain cancer that originates from glial cells in the brain, with a median survival time of 15 months and a 5-year survival rate of less than 5...
Healthcare has significantly contributed to the well-being of individuals around the globe; nevertheless, further benefits could be derived from a more streamlined healthcare system without incurring ...
Accurate short- and mid-term blood glucose predictions are crucial for patients with diabetes struggling to maintain healthy glucose levels, as well as for individuals at risk of developing the diseas...
Psoriasis brings economic and mental burdens to patients, the exact etiology and pathogenesis of psoriasis are still unclear. Compounds of herbal medicine have the potential for psoriasis treatment. T...
Elderly patients often have more than one disease that affects walking behavior. An objective tool to identify which disease is the main cause of functional limitations may aid clinical decision makin...
Developing a clinical AI model necessitates a significant amount of highly curated and carefully annotated dataset by multiple medical experts, which results in increased development time and costs. S...
The application of machine learning in the field of motion capture research is growing rapidly. The purpose of the study is to implement a long-short term memory (LSTM) model able to predict sagittal ...
The development of deep learning models for predicting toxicological endpoints has shown great promise, but one of the challenges in the field is the accuracy and interpretability of these models. The...
Recent deep learning techniques hold promise to enable IMU-driven kinetic assessment; however, they require large extents of ground reaction force (GRF) data to serve as labels for supervised model tr...
We performed SSL by masking a random portion of the input IMU data and training a transformer model to reconstruct the masked portion. We systematically compared a series of masking ratios across thre...
When using the same amount of labeled data, SSL pre-training significantly improved the accuracy of 3-axis GRF estimation during walking compared to baseline models trained by conventional supervised ...
SSL leveraged large real and synthetic IMU datasets to increase the accuracy and data efficiency of deep-learning-based GRF estimation, reducing the need for labeled data....
This work, with its open-source code and models, may unlock broader use cases of IMU-driven kinetic assessment by mitigating the scarcity of GRF measurements in practical applications....
To compare the diagnostic power among various machine learning algorithms utilizing multi-sequence magnetic resonance imaging (MRI) radiomics in detecting anterior cruciate ligament (ACL) tears. Addit...
In this retrospective analysis, 526 patients were included, comprising 178 individuals with ACL tears and 348 with a normal ACL. Radiomics features were derived from multi-sequence MRI scans, encompas...
Out of 2032 features, 48 features were selected. The SVM-based multi-sequence radiomics outperformed all others, achieving AUC values of 0.973 and 0.927, sensitivities of 0.933 and 0.857, and specific...
The multi-sequence MRI radiomics model, which is based on machine learning, exhibits exceptional performance in diagnosing ACL tears. It provides valuable insights crucial for the diagnosis and treatm...