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Unveiling the brain’s symphony:exploring the necessity and sufficiency of neural networks in behavior control

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Neural Regeneration Research 2025年第1期20卷 186-187页

作者： Fernando jose Bustos Instituto de Ciencias Biomedicas Facultad de Medicina y Facultad de Ciencias de la VidaUniversidad Andres BelloSantiagoChile Millennium Nucleus of Neuroepigenetics and Plasticity(EpiNeuro) SantiagoChile

Since the pioneering work by Broca and Wernicke in the 19th century,who examined individuals with brain lesions to associate them with specific behaviors,it was evident that behaviors are complex and cannot be fully attributable to specific brain areas ***,they involve connectivity among brain areas,whether close or *** that time,this approach was considered the optimal way to dissect brain circuitry and *** pioneering efforts opened the field to explore the necessity or sufficiency of brain areas in controlling behavior and hence dissecting brain ***,the connectivity of the brain and the mechanisms through which various brain regions regulate specific behaviors,either individually or collaboratively,remain largely *** animal models,researchers have endeavored to unravel the necessity or sufficiency of specific brain areas in influencing behavior;however,no clear associations have been firmly established.

关键词： behavior connectivity neural

Structural performance assessment of GFRP elastic gridshells by machine learning interpretability methods

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Frontiers of Structural and Civil Engineering 2022年第10期16卷 1249-1266页

作者： Soheila KOOKALANI Bin CHENG jose Luis Chavez torres Department of Civil Engineering Shanghai Jiao Tong UniversityShanghai 200240China Department of Civil Engineering Technical University of LojaLoja 110102Ecuador

The prediction of structural performance plays a significant role in damage assessment of glass fiber reinforcement polymer(GFRP)elastic gridshell *** learning(ML)approaches are implemented in this study,to predict maximum stress and displacement of GFRP elastic gridshell *** ML algorithms,including linear regression(LR),ridge regression(RR),support vector regression(SVR),K-nearest neighbors(KNN),decision tree(DT),random forest(RF),adaptive boosting(AdaBoost),extreme gradient boosting(XGBoost),category boosting(CatBoost),and light gradient boosting machine(LightGBM),are implemented in this *** features of structural performance considered in this study are the maximum stress as f1(x)and the maximum displacement to self-weight ratio as f2(x).A comparative study is conducted and the Catboost model presents the highest prediction ***,interpretable ML approaches,including shapely additive explanations(SHAP),partial dependence plot(PDP),and accumulated local effects(ALE),are applied to explain the *** is employed to describe the importance of each variable to structural performance both locally and *** results of sensitivity analysis(SA),feature importance of the CatBoost model and SHAP approach indicate the same parameters as the most significant variables for f1(x)and f2(x).

关键词： machine learning gridshell structure regression sensitivity analysis interpretability methods

Association between lifestyle factors and thyroid function in young euthyroid adults

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Food Science and Human Wellness 2024年第1期13卷 265-275页

作者： Elisa Merchan-Ramirez Guillermo Sanchez-Delgado Lucas Jurado-Fasoli Francisco M Acosta Manuel Munoz-torres jose M.Llamas-Elvira Jonatan R ruiz Sport and Health University Research Institute(iMUDS) Faculty of Sports ScienceUniversity of GranadaGranada 18016Spain Pennington Biomedical Research Center Baton Rouge 70808USA Faculty of Medicine University of GranadaGranada 18071Spain Turku PET Centre University of TurkuTurku 20500Finland Turku PET Centre Turku University HospitalTurku 20520Finland Biosanitary Research Institute of Granada(Ibs.Granada) Granada 18012Spain CIBERFES Instituto de Salud CarlosⅢMadrid 28029Spain Endocrinology and Nutrition Service University Hospital San CecilioGranada 18016Spain Nuclear Medicine Service "Virgen de las Nieves"University HospitalGranada 18014Spain

Purpose:The present work examines the associations of dietary habits,sedentarism,physical activity(PA)levels and sleep habits,with thyroid function in young euthyroid ***:A total of 105 young euthyroid adults participated in this cross-sectional *** function was determined in fasting conditions(>6 h).Dietary habits were measured by a food frequency questionnaire and three non-consecutive 24 h recalls,and different dietary intake and patterns were then *** time spent in sedentary,PA levels and sleep habits were objectively measured using a wrist-worn ***:Energy and carbohydrate intake were positively associated with thyroid stimulating hormone(TSH)(β=0.222;R^(2)=0.102;P=0.022 andβ=0.425;R^(2)=0.129;P=0.007,respectively)whereas fat intake was negatively associated with TSH(β=-0.428;R^(2)=0.137;P=0.004).Energy intake was also positively associated with free triiodothyronine(β=0.277;R^(2)=0.137;P=0.004).Further,adherence to the Mediterranean diet was negatively related to TSH and free thyroxine(FT4)(β=-0.221;R^(2)=0.113;P=0.020 andβ=-0.268;R^(2)=0.071;P=0.007,respectively).Vigorous-intensity and overall PA were negatively associated with FT4(β=-0.227;R^(2)=0.052;P=0.022 andβ=-0.204;R^(2)=0.042;P=0.041,respectively).In contrast,no associations were found between sleep parameters and thyroid ***:Lifestyle factors such as dietary intake and PA levels seems to be related to thyroid function even in young euthyroid adults.

关键词： Thyroid hormones Dietary intake Sleep Physical activity Euthyroid

Transplant-associated thrombotic microangiopathy:a rare but deadly complication post orthotopic heart transplantation

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Journal of Geriatric Cardiology 2022年第6期19卷 485-486页

作者： jose ruiz-Morales Maedeh Ganji Rohan Goswami Division of Advanced Heart Failure&Transplant Cardiology Mayo ClinicJacksonvilleFloridaUSA Cardiology Department University of FloridaJacksonvilleFloridaUSA

Thrombotic microangiopathy(TMA)is potentially life-threatening condition caused by small-vessel microthrombi and is associated with schistocyte formation,low platelets and end-organ damage that may not be reversible.[1,2]As a life-threatening condition,TMA recognition in hospitalized patients after organ transplantation is key to improving ***-associated TMA(TATMA)can occur after both solid organ or hematopoietic stem cell transplantation and often mimics other disease processes such as thrombotic throm-bocytopenic purpura(TTP)with similar constellation of symptoms during *** present a rare case of a patient with TATMA after orthotopic heart transplantation.

关键词： thrombotic microangiopathy orthotopic

OsDMI3,a Ca^(2+)/calmodulin kinase,integrates and amplifies H_(2)O_(2) and Ca^(2+) signaling in ABA-mediated responses

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Molecular Plant 2023年第6期16卷 968-970页

作者： Miguel-Angel torres Diego jose Berlanga Centro de Biotecnologia y Genomica de Plantas Universidad Politecnica de Madrid(UPM)-Instituto Nacional de Investigacion y Tecnologia Agraria y Alimentaria(INIA/CSIC)Campus de Montegancedo UPM28223 Pozuelo de AlarconMadridSpain Departamento de Biotecnologia-Biologia Vegetal Escuela Técnica Superior de Ingenieria AgronomicaAlimentaria y de BiosistemasUPM28040 MadridSpain

Abscisic acid(ABA)is an important hormone that regulates both plant development and stress responses(Chen et al.,2020).In the absence of ABA,group A PROTEIN PHOSPHATASE 2Cs(PP2Cs)interact with and inhibit SUCROSE-NON-FERMENTING 1-RELATED KINASES 2(SnRK2s).When ABA is present,ABA receptor PYRABACTIN RESISTANCE 1 and PYRABACTIN RESISTANCE 1-LIKE PROTEINS bind to and inhibit PP2Cs,allowing phosphorylation and activation of SnRK2s that,in turn,phosphorylate downstream targets,such as transcription factors,ion channels,and transporters(Figure 1).

关键词： SnRK2 Figure

Acute lymphocytic myocarditis

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Journal of Geriatric Cardiology 2018年第7期15卷 527-528页

作者： Maedeh Ganji jose ruiz-Morales Saif Ibrahim Cardiology Department University of Florida Jacksonville FL USA Internal Medicine Department University of Florida Jacksonville FL USA Interventional Cardiology Department University of Alabama-Birmingham Birmingham AL USA

Myocarditis is an inflammatory disease of the myocardium. The clinical presentation of myocarditis may range from subclinical to sudden death. The incidence of fatal myocarditis, which often presents with sudden or rapid death, has been estimated at 0.15/100.000 in the general population and is highest in infants and young adults （but may affect any age group）. However, diffuse myocarditis in autopsies of sudden death is 〈 2% in adult.

关键词： Cardiomyopathy Myoearditis Heart attack STEMI Sudden cardiac death

Recurrent ventricular tachycardia secondary to severe coronary artery ectasia

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Journal of Geriatric Cardiology 2020年第10期17卷 647-648页

作者： William Kogler jose ruiz Maedeh Ganji Ismael Ortiz Department of Internal Medicine University of Florida College of Medicine-JacksonvilleFloridaUSA Department of Cardiology University of Florida College of Medicine-JacksonvilleFloridaUSA

A 64-year-old male with a history of thoracic aortic ulcer s/p thoracic endovascular aortic repair presented to the hospital with typical chest *** initial physical exam was *** biomarkers were negative on admission a... 详细信息

关键词： Coronary artery ectasia

Impact of socioeconomic and health-related factors on consumption of homeopathic and natural remedies in Spain in 2006, 2011 and 2017

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Journal of Integrative Medicine 2022年第1期20卷 52-56页

作者： jose Antonio Castilla-Jimena Isabel ruiz-Perez Jesus Henares-Montiel Andalusian School of Public Health 1801J GranadaSpain Unit of Clinical Management of Preventive Medicine and Public Health and Occupational Medicine Puerto del Mar University Hospital11009 CadizSpain Consortium for Networked Biomedical Research in Epidemiology and Public Health 28029 MadridSpain Institute for Biosanitary Research(ibs.GRANADA) 18012 GranadaSpain

Objective: Complementary and alternative medicine use and type of use may be influenced by sociodemographic and economic determinants through which we could identify characteristics of patients with greater trend to use it. This paper aims to describe the changes in the consumption of homeopathic and natural remedies in Spain for three time points in order to discern changes in rate of consumption, associated factors and whether their use has been affected by a period of economic ***: This study utilized 2006, 2011 and 2017 cross-sectional data from the Spanish National Health Survey, a nationally representative survey of the population aged more than 15 years old and resident in Spain. Independent bivariate and multivariate descriptive analyses for each of the 3 years studied were ***: The rate of consumption of both homeopathic and natural remedies has decreased over the periods studied. In spite of this decrease, the consumer profile appears to remain stable over the three periods. The sociodemographic factors associated with their consumption were being female, being 30–64 years old, being separated/divorced, having higher education qualifications, being employed and belonging to a higher social class. Psychiatric morbidity, chronic health problems such as pain, mental health problems or malignant tumors, and absence of major cardiovascular events were the clinical factors ***: It can be concluded that beyond the economic situation, the use of homeopathic and natural remedies obeys to the needs of the patients related to their state of health and the response they receive from the health system. It may be that women have different needs and expectations of the healthcare system and, given this breach of expectations, seek remedy to alleviate their needs outside the system and conventional medicine.

关键词： Complementary and alternative medicine Homeopathic remedies Natural remedies Economic recession Gender differences

Predicting the clothing insulation through machine learning algorithms:A comparative analysis and a practical approach

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Building Simulation 2024年第5期17卷 839-855页

作者： Pablo Aparicio-ruiz Elena Barbadilla-Martin jose Guadix Jesus Munuzuri Grupo de Ingenieria de Organizacion Escuela Tecnica Superior de IngenieriaUniversidad de SevillaCamino de los Descubrimientos S/N41092SevilleSpain

Since indoor clothing insulation is a key element in thermal comfort models,the aim of the present study is proposing an approach for predicting it,which could assist the occupants of a building in terms of recommendations regarding their *** that,a systematic analysis of input variables is exposed,and 13 regression and 12 classification machine learning algorithms were developed and *** results are based on data from 3352 questionnaires and 21 input variables from a field study in mixed-mode office buildings in *** temperature at 6 a.m.,indoor air temperature,indoor relative humidity,comfort temperature and gender were the most relevant features for predicting clothing *** comparing machine learning algorithms,decision tree-based algorithms with Boosting techniques achieved the best *** proposed model provides an efficient method for forecasting the clothing insulation level and its application would entail optimising thermal comfort and energy efficiency.

关键词： clothing insulation simulation adaptive thermal comfort behavioural adaptive actions machine learning