questionsmedicales.fr
Enzymes et coenzymes
Enzymes
Oxidoreductases
NADH, NADPH oxidoreductases
NADH, NADPH oxidoreductases : Questions médicales fréquentes
Termes MeSH sélectionnés :
Neural Networks, Computer
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "MedicalWebPage",
"name": "NADH, NADPH oxidoreductases : Questions médicales les plus fréquentes",
"headline": "NADH, NADPH oxidoreductases : Comprendre les symptômes, diagnostics et traitements",
"description": "Guide complet et accessible sur les NADH, NADPH oxidoreductases : explications, diagnostics, traitements et prévention. Information médicale validée destinée aux patients.",
"datePublished": "2024-07-05",
"dateModified": "2025-04-01",
"inLanguage": "fr",
"medicalAudience": [
{
"@type": "MedicalAudience",
"name": "Grand public",
"audienceType": "Patient",
"healthCondition": {
"@type": "MedicalCondition",
"name": "NADH, NADPH oxidoreductases"
},
"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": "Oxidoreductases",
"url": "https://questionsmedicales.fr/mesh/D010088",
"about": {
"@type": "MedicalCondition",
"name": "Oxidoreductases",
"code": {
"@type": "MedicalCode",
"code": "D010088",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682"
}
}
},
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "Cytochrome reductases",
"alternateName": "Cytochrome Reductases",
"url": "https://questionsmedicales.fr/mesh/D003579",
"about": {
"@type": "MedicalCondition",
"name": "Cytochrome reductases",
"code": {
"@type": "MedicalCode",
"code": "D003579",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.191"
}
},
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "NADPH-ferrihemoprotéine reductase",
"alternateName": "NADPH-Ferrihemoprotein Reductase",
"url": "https://questionsmedicales.fr/mesh/D009251",
"about": {
"@type": "MedicalCondition",
"name": "NADPH-ferrihemoprotéine reductase",
"code": {
"@type": "MedicalCode",
"code": "D009251",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.191.500"
}
}
}
]
},
{
"@type": "MedicalWebPage",
"name": "NADH tetrazolium reductase",
"alternateName": "NADH Tetrazolium Reductase",
"url": "https://questionsmedicales.fr/mesh/D009246",
"about": {
"@type": "MedicalCondition",
"name": "NADH tetrazolium reductase",
"code": {
"@type": "MedicalCode",
"code": "D009246",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.530"
}
}
},
{
"@type": "MedicalWebPage",
"name": "NADP transhydrogenases",
"alternateName": "NADP Transhydrogenases",
"url": "https://questionsmedicales.fr/mesh/D009250",
"about": {
"@type": "MedicalCondition",
"name": "NADP transhydrogenases",
"code": {
"@type": "MedicalCode",
"code": "D009250",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.540"
}
},
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "NADP transhydrogenase, AB-specific",
"alternateName": "NADP Transhydrogenase, AB-Specific",
"url": "https://questionsmedicales.fr/mesh/D061087",
"about": {
"@type": "MedicalCondition",
"name": "NADP transhydrogenase, AB-specific",
"code": {
"@type": "MedicalCode",
"code": "D061087",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.540.500"
}
}
}
]
},
{
"@type": "MedicalWebPage",
"name": "NADPH dehydrogenase",
"alternateName": "NADPH Dehydrogenase",
"url": "https://questionsmedicales.fr/mesh/D009252",
"about": {
"@type": "MedicalCondition",
"name": "NADPH dehydrogenase",
"code": {
"@type": "MedicalCode",
"code": "D009252",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.550"
}
}
},
{
"@type": "MedicalWebPage",
"name": "Quinone reductases",
"alternateName": "Quinone Reductases",
"url": "https://questionsmedicales.fr/mesh/D011808",
"about": {
"@type": "MedicalCondition",
"name": "Quinone reductases",
"code": {
"@type": "MedicalCode",
"code": "D011808",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.800"
}
},
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "NADPH dehydrogenase (quinone)",
"alternateName": "NAD(P)H Dehydrogenase (Quinone)",
"url": "https://questionsmedicales.fr/mesh/D016660",
"about": {
"@type": "MedicalCondition",
"name": "NADPH dehydrogenase (quinone)",
"code": {
"@type": "MedicalCode",
"code": "D016660",
"codingSystem": "MeSH"
},
"identifier": {
"@type": "PropertyValue",
"propertyID": "MeSH Tree",
"value": "D08.811.682.608.800.500"
}
}
}
]
}
],
"about": {
"@type": "MedicalCondition",
"name": "NADH, NADPH oxidoreductases",
"alternateName": "NADH, NADPH Oxidoreductases",
"code": {
"@type": "MedicalCode",
"code": "D009247",
"codingSystem": "MeSH"
}
},
"author": [
{
"@type": "Person",
"name": "Fei-Long Li",
"url": "https://questionsmedicales.fr/author/Fei-Long%20Li",
"affiliation": {
"@type": "Organization",
"name": "School of Pharmacy, United Pharmaceutical Institute of Jiangsu University and Shandong Tianzhilvye Biotechnology Co. Ltd., Jiangsu University, Zhenjiang 212013, People's Republic of China."
}
},
{
"@type": "Person",
"name": "Ye-Wang Zhang",
"url": "https://questionsmedicales.fr/author/Ye-Wang%20Zhang",
"affiliation": {
"@type": "Organization",
"name": "School of Pharmacy, United Pharmaceutical Institute of Jiangsu University and Shandong Tianzhilvye Biotechnology Co. Ltd., Jiangsu University, Zhenjiang 212013, People's Republic of China; College of Petroleum and Chemical Engineering, Beibu Gulf University, Qinzhou 535011, People's Republic of China. Electronic address: zhangyewang@ujs.edu.cn."
}
},
{
"@type": "Person",
"name": "Chuanwu Xia",
"url": "https://questionsmedicales.fr/author/Chuanwu%20Xia",
"affiliation": {
"@type": "Organization",
"name": "Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI, 53226, USA."
}
},
{
"@type": "Person",
"name": "Anna L Shen",
"url": "https://questionsmedicales.fr/author/Anna%20L%20Shen",
"affiliation": {
"@type": "Organization",
"name": "McArdle Laboratory for Cancer Research, Department of Oncology, University of Wisconsin School of Medicine and Public Health, Madison, WI, 53706, USA."
}
},
{
"@type": "Person",
"name": "Jung-Ja P Kim",
"url": "https://questionsmedicales.fr/author/Jung-Ja%20P%20Kim",
"affiliation": {
"@type": "Organization",
"name": "Department of Biochemistry, Medical College of Wisconsin, Milwaukee, WI, 53226, USA. Electronic address: jjkim@mcw.edu."
}
}
],
"citation": [
{
"@type": "ScholarlyArticle",
"name": "Deep Learning-based Assessment of Facial Asymmetry Using U-Net Deep Convolutional Neural Network Algorithm.",
"datePublished": "2023-11-16",
"url": "https://questionsmedicales.fr/article/37973054",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1097/SCS.0000000000009862"
}
},
{
"@type": "ScholarlyArticle",
"name": "Task-based assessment of resolution properties of CT images with a new index using deep convolutional neural network.",
"datePublished": "2023-11-06",
"url": "https://questionsmedicales.fr/article/37930564",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1007/s12194-023-00751-0"
}
},
{
"@type": "ScholarlyArticle",
"name": "Joint sequence & chromatin neural networks characterize the differential abilities of Forkhead transcription factors to engage inaccessible chromatin.",
"datePublished": "2023-10-31",
"url": "https://questionsmedicales.fr/article/37873361",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1101/2023.10.06.561228"
}
},
{
"@type": "ScholarlyArticle",
"name": "Exploring the efficacy of artificial neural networks in predicting lung cancer recurrence: a retrospective study based on patient records.",
"datePublished": "2023-10-26",
"url": "https://questionsmedicales.fr/article/38025814",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.21037/tlcr-23-350"
}
},
{
"@type": "ScholarlyArticle",
"name": "Floating-Point Approximation Enabling Cost-Effective and High-Precision Digital Implementation of FitzHugh-Nagumo Neural Networks.",
"datePublished": "2023-10-25",
"url": "https://questionsmedicales.fr/article/37878421",
"identifier": {
"@type": "PropertyValue",
"propertyID": "DOI",
"value": "10.1109/TBCAS.2023.3327496"
}
}
],
"breadcrumb": {
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "questionsmedicales.fr",
"item": "https://questionsmedicales.fr"
},
{
"@type": "ListItem",
"position": 2,
"name": "Enzymes et coenzymes",
"item": "https://questionsmedicales.fr/mesh/D045762"
},
{
"@type": "ListItem",
"position": 3,
"name": "Enzymes",
"item": "https://questionsmedicales.fr/mesh/D004798"
},
{
"@type": "ListItem",
"position": 4,
"name": "Oxidoreductases",
"item": "https://questionsmedicales.fr/mesh/D010088"
},
{
"@type": "ListItem",
"position": 5,
"name": "NADH, NADPH oxidoreductases",
"item": "https://questionsmedicales.fr/mesh/D009247"
}
]
}
},
{
"@type": "MedicalWebPage",
"name": "Article complet : NADH, NADPH oxidoreductases - Questions et réponses",
"headline": "Questions et réponses médicales fréquentes sur NADH, NADPH oxidoreductases",
"description": "Une compilation de questions et réponses structurées, validées par des experts médicaux.",
"datePublished": "2025-05-07",
"inLanguage": "fr",
"hasPart": [
{
"@type": "MedicalWebPage",
"name": "Diagnostic",
"headline": "Diagnostic sur NADH, NADPH oxidoreductases",
"description": "Comment diagnostiquer une déficience en NADH oxydoréductases ?\nQuels tests sanguins sont utiles pour évaluer NADPH ?\nQuels symptômes indiquent un problème avec ces enzymes ?\nLes tests d'activité enzymatique sont-ils fiables ?\nPeut-on détecter des anomalies génétiques liées à ces enzymes ?",
"url": "https://questionsmedicales.fr/mesh/D009247?mesh_terms=Neural+Networks,+Computer&page=1000#section-diagnostic"
},
{
"@type": "MedicalWebPage",
"name": "Symptômes",
"headline": "Symptômes sur NADH, NADPH oxidoreductases",
"description": "Quels sont les symptômes d'une carence en NADH ?\nComment se manifeste une déficience en NADPH ?\nY a-t-il des symptômes neurologiques associés ?\nLes symptômes varient-ils selon l'âge ?\nDes symptômes digestifs peuvent-ils apparaître ?",
"url": "https://questionsmedicales.fr/mesh/D009247?mesh_terms=Neural+Networks,+Computer&page=1000#section-symptômes"
},
{
"@type": "MedicalWebPage",
"name": "Prévention",
"headline": "Prévention sur NADH, NADPH oxidoreductases",
"description": "Comment prévenir les déficiences en NADH ?\nY a-t-il des habitudes de vie à adopter ?\nLes bilans de santé réguliers sont-ils utiles ?\nLes vaccinations peuvent-elles jouer un rôle ?\nL'éducation nutritionnelle est-elle importante ?",
"url": "https://questionsmedicales.fr/mesh/D009247?mesh_terms=Neural+Networks,+Computer&page=1000#section-prévention"
},
{
"@type": "MedicalWebPage",
"name": "Traitements",
"headline": "Traitements sur NADH, NADPH oxidoreductases",
"description": "Quels traitements existent pour les déficiences enzymatiques ?\nLa thérapie génique est-elle une option ?\nLes médicaments peuvent-ils aider à réguler ces enzymes ?\nY a-t-il des traitements naturels recommandés ?\nLes transfusions sanguines sont-elles nécessaires ?",
"url": "https://questionsmedicales.fr/mesh/D009247?mesh_terms=Neural+Networks,+Computer&page=1000#section-traitements"
},
{
"@type": "MedicalWebPage",
"name": "Complications",
"headline": "Complications sur NADH, NADPH oxidoreductases",
"description": "Quelles complications peuvent survenir avec une déficience en NADH ?\nLes infections sont-elles une complication fréquente ?\nY a-t-il des risques de maladies chroniques ?\nLes complications cardiovasculaires sont-elles possibles ?\nDes complications hématologiques peuvent-elles survenir ?",
"url": "https://questionsmedicales.fr/mesh/D009247?mesh_terms=Neural+Networks,+Computer&page=1000#section-complications"
},
{
"@type": "MedicalWebPage",
"name": "Facteurs de risque",
"headline": "Facteurs de risque sur NADH, NADPH oxidoreductases",
"description": "Quels facteurs de risque sont associés aux déficiences enzymatiques ?\nL'âge est-il un facteur de risque ?\nLe mode de vie influence-t-il le risque ?\nLes maladies génétiques sont-elles un facteur ?\nLe stress oxydatif joue-t-il un rôle ?",
"url": "https://questionsmedicales.fr/mesh/D009247?mesh_terms=Neural+Networks,+Computer&page=1000#section-facteurs de risque"
}
]
},
{
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "Comment diagnostiquer une déficience en NADH oxydoréductases ?",
"position": 1,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des tests enzymatiques et des analyses génétiques peuvent être utilisés pour diagnostiquer."
}
},
{
"@type": "Question",
"name": "Quels tests sanguins sont utiles pour évaluer NADPH ?",
"position": 2,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les dosages de NADPH et d'autres coenzymes dans le sang peuvent être effectués."
}
},
{
"@type": "Question",
"name": "Quels symptômes indiquent un problème avec ces enzymes ?",
"position": 3,
"acceptedAnswer": {
"@type": "Answer",
"text": "Fatigue, faiblesse musculaire et troubles métaboliques peuvent indiquer un problème."
}
},
{
"@type": "Question",
"name": "Les tests d'activité enzymatique sont-ils fiables ?",
"position": 4,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, ils sont souvent utilisés pour évaluer la fonction des NADH et NADPH oxydoréductases."
}
},
{
"@type": "Question",
"name": "Peut-on détecter des anomalies génétiques liées à ces enzymes ?",
"position": 5,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, des tests génétiques peuvent identifier des mutations affectant ces enzymes."
}
},
{
"@type": "Question",
"name": "Quels sont les symptômes d'une carence en NADH ?",
"position": 6,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les symptômes incluent fatigue, troubles cognitifs et faiblesse musculaire."
}
},
{
"@type": "Question",
"name": "Comment se manifeste une déficience en NADPH ?",
"position": 7,
"acceptedAnswer": {
"@type": "Answer",
"text": "Elle peut se manifester par des infections fréquentes et des troubles métaboliques."
}
},
{
"@type": "Question",
"name": "Y a-t-il des symptômes neurologiques associés ?",
"position": 8,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, des troubles neurologiques peuvent survenir en cas de dysfonctionnement enzymatique."
}
},
{
"@type": "Question",
"name": "Les symptômes varient-ils selon l'âge ?",
"position": 9,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, les symptômes peuvent varier en fonction de l'âge et de l'état de santé général."
}
},
{
"@type": "Question",
"name": "Des symptômes digestifs peuvent-ils apparaître ?",
"position": 10,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, des troubles digestifs peuvent être liés à des anomalies dans le métabolisme énergétique."
}
},
{
"@type": "Question",
"name": "Comment prévenir les déficiences en NADH ?",
"position": 11,
"acceptedAnswer": {
"@type": "Answer",
"text": "Une alimentation équilibrée riche en nutriments essentiels peut aider à prévenir ces déficiences."
}
},
{
"@type": "Question",
"name": "Y a-t-il des habitudes de vie à adopter ?",
"position": 12,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, un mode de vie sain incluant exercice et gestion du stress est recommandé."
}
},
{
"@type": "Question",
"name": "Les bilans de santé réguliers sont-ils utiles ?",
"position": 13,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, des bilans réguliers peuvent aider à détecter précocement des anomalies enzymatiques."
}
},
{
"@type": "Question",
"name": "Les vaccinations peuvent-elles jouer un rôle ?",
"position": 14,
"acceptedAnswer": {
"@type": "Answer",
"text": "Certaines vaccinations peuvent prévenir des infections qui aggravent les déficiences."
}
},
{
"@type": "Question",
"name": "L'éducation nutritionnelle est-elle importante ?",
"position": 15,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, comprendre l'importance des nutriments peut aider à prévenir les carences."
}
},
{
"@type": "Question",
"name": "Quels traitements existent pour les déficiences enzymatiques ?",
"position": 16,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les traitements peuvent inclure des suppléments enzymatiques et des modifications diététiques."
}
},
{
"@type": "Question",
"name": "La thérapie génique est-elle une option ?",
"position": 17,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, la thérapie génique est explorée pour traiter certaines déficiences enzymatiques."
}
},
{
"@type": "Question",
"name": "Les médicaments peuvent-ils aider à réguler ces enzymes ?",
"position": 18,
"acceptedAnswer": {
"@type": "Answer",
"text": "Certains médicaments peuvent aider à moduler l'activité des NADH et NADPH oxydoréductases."
}
},
{
"@type": "Question",
"name": "Y a-t-il des traitements naturels recommandés ?",
"position": 19,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des antioxydants et des nutriments peuvent soutenir la fonction enzymatique."
}
},
{
"@type": "Question",
"name": "Les transfusions sanguines sont-elles nécessaires ?",
"position": 20,
"acceptedAnswer": {
"@type": "Answer",
"text": "Dans certains cas graves, des transfusions peuvent être nécessaires pour corriger des déficiences."
}
},
{
"@type": "Question",
"name": "Quelles complications peuvent survenir avec une déficience en NADH ?",
"position": 21,
"acceptedAnswer": {
"@type": "Answer",
"text": "Des complications incluent des troubles métaboliques graves et des problèmes neurologiques."
}
},
{
"@type": "Question",
"name": "Les infections sont-elles une complication fréquente ?",
"position": 22,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, les personnes avec des déficiences enzymatiques sont plus susceptibles aux infections."
}
},
{
"@type": "Question",
"name": "Y a-t-il des risques de maladies chroniques ?",
"position": 23,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, des déficiences peuvent augmenter le risque de maladies chroniques comme le diabète."
}
},
{
"@type": "Question",
"name": "Les complications cardiovasculaires sont-elles possibles ?",
"position": 24,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, des troubles métaboliques peuvent entraîner des complications cardiovasculaires."
}
},
{
"@type": "Question",
"name": "Des complications hématologiques peuvent-elles survenir ?",
"position": 25,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, des anomalies dans le métabolisme peuvent entraîner des complications hématologiques."
}
},
{
"@type": "Question",
"name": "Quels facteurs de risque sont associés aux déficiences enzymatiques ?",
"position": 26,
"acceptedAnswer": {
"@type": "Answer",
"text": "Les facteurs incluent des antécédents familiaux, des maladies métaboliques et une mauvaise nutrition."
}
},
{
"@type": "Question",
"name": "L'âge est-il un facteur de risque ?",
"position": 27,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, certaines déficiences peuvent être plus fréquentes chez les personnes âgées."
}
},
{
"@type": "Question",
"name": "Le mode de vie influence-t-il le risque ?",
"position": 28,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, un mode de vie sédentaire et une mauvaise alimentation augmentent le risque."
}
},
{
"@type": "Question",
"name": "Les maladies génétiques sont-elles un facteur ?",
"position": 29,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, certaines maladies génétiques prédisposent aux déficiences en NADH et NADPH."
}
},
{
"@type": "Question",
"name": "Le stress oxydatif joue-t-il un rôle ?",
"position": 30,
"acceptedAnswer": {
"@type": "Answer",
"text": "Oui, le stress oxydatif peut aggraver les déficiences enzymatiques et leurs effets."
}
}
]
}
]
}
This study aimed to evaluate the diagnostic performance of a deep convolutional neural network (DCNN)-based computer-assisted diagnosis (CAD) system to detect facial asymmetry on posteroanterior (PA) ...
PA cephalograms of 1020 patients with orthodontics were used to train the DCNN-based CAD systems for autoassessment of facial asymmetry, the degree of menton deviation, and the coordinates of its rega...
Comparison between the DCNN-based CAD system and conventional analysis confirmed no significant differences. Bland-Altman plots showed good agreement for all the measurements....
The DCNN-based CAD system might offer a clinically acceptable diagnostic evaluation of facial asymmetry on PA cephalograms....
In this study, we propose a method for obtaining a new index to evaluate the resolution properties of computed tomography (CT) images in a task-based manner. This method applies a deep convolutional n...
The DNA-binding activities of transcription factors (TFs) are influenced by both intrinsic sequence preferences and extrinsic interactions with cell-specific chromatin landscapes and other regulatory ...
Lung cancer remains a significant public health concern, accounting for a considerable number of cancer-related deaths worldwide. Neural networks have emerged as a promising tool that can aid in the d...
The study employed retrospective data from 2,296 medical records of patients diagnosed with lung cancer and admitted to the Warmińsko-Mazurskie Center for Lung Diseases in Olsztyn, Poland. The statist...
The study employed a multilayer perceptron neural network with a two-phase learning process. The network demonstrated high predictive ability, as indicated by the percentage of correct classifications...
The findings of this study support the potential usefulness of a neural network-based predictive model in assessing the risk of lung cancer recurrence. Further research is warranted to validate these ...
The study of neuron interactions and hardware implementations are crucial research directions in neuroscience, particularly in developing large-scale biological neural networks. The FitzHugh-Nagumo (F...
Recent advances in hyperspectral imaging (HSI) have demonstrated its ability to detect defects in fruit that may not be visible in RGB images. HSIs can be considered 3D images containing two spatial d...
The high dimensional machine learning potential (MLP) that has developed rapidly in the past decade represents a giant step forward in large-scale atomic simulation for complex systems. The long-range...
Here we introduce a new python package, img2fmri, to predict group-level fMRI responses to individual images. This prediction model uses an artificial deep neural network (DNN), as DNNs have been succ...
Seed implant brachytherapy (SIBT) is an effective treatment modality for head and neck (H&N) cancers; however, current clinical planning requires manual setting of needle paths and utilizes inaccurate...
This study aims to develop an accurate and efficient deep convolutional neural network dose engine (DCNN-DE) and an automatic SIBT planning method for H&N SIBT....
A cohort of 25 H&N patients who received SIBT was utilized to develop and validate the methods. The DCNN-DE was developed based on 3D-unet model. It takes single seed dose distribution from a modified...
The absolute percentage error in the TG-43 calculation for CTV V100 and D90 was reduced from 5.4% and 13.2% to 0.4% and 1.1% with DCNN-DE, an accuracy improvement of 93% and 92%, respectively. The pro...
The proposed method can generate clinically acceptable plans quickly with high accuracy in dose evaluation, and thus has a high potential for clinical use in SIBT....
Seasonally frozen soils are exposed to freeze‒thaw cycles every year, leading to mechanical property deterioration. To reasonably describe the deterioration of soil under different conditions, machine...