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Semantic Segmentation of the Intertidal Zone of an Estuary—In Search of the Best Solution

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Journal of Geoscience and Environment Protection 2024年第7期12卷 1-13页

作者： Maria da Conceição Proença ricardo nogueira Mendes ricardo Melo Marine and Environmental Sciences Centre (MARE-ULisboa) & ArNet Lisbon Portugal Department of Physics Faculty of Sciences University of Lisbon Lisbon Portugal Department of Animal Biology Faculty of Sciences University of Lisbon Lisbon Portugal Department of Plant Biology Faculty of Sciences University of Lisbon Lisbon Portugal

An aerial photographic coverage acquired on two consecutive days in October 2021 with a ground resolution of 20 cm and a spectral resolution of 4 bands (red, green, blue and near infrared), allowed to distinguish most of the classes of interest present in the intertidal zone of the Sado estuary. We explored the possibilities of thematic classification in the powerful and complex software ArcGIS Pro;we presented the methodology used in a detailed way that allows others with minimal knowledge of GIS to reproduce the classification process without having to decipher the specifics of the software. The classification implemented used ground truth from four classes related to the macro-occupations of the area. In a first phase we explore the standard algorithms with object-based capabilities, like K-Nearest Neighbor, Random Trees Forest and Support Vector Machine, and in a second phase we proceed to test three deep learning classifiers that provide semantic segmentation: a U-Net configuration, a Pyramid Scene Parsing Network and DeepLabV3. The resulting classifications were quantitatively evaluated with a set of 500 control points in a test area of 37,500 × 12,500 pixels, using confusion matrices and resorting to Cohen’s kappa statistic and the concept of global accuracy, achieving a Kappa in the range [0.72, 0.81] and a global accuracy between 88.9% and 92.9%;the option U-Net had the most interesting results. This work establishes a methodology to provide a baseline for assessing future changes in the distribution of Sado estuarine habitats, which can be replicated in other wetland ecosystems for conservation and management purposes.

关键词： Estuary Intertidal Zone ArcGIS Pro Segmentation Global Changes

Multimodal brain monitoring in fulminant hepatic failure

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World Journal of Hepatology 2016年第22期8卷 915-923页

作者： Fernando Mendes Paschoal Jr ricardo carvalho nogueira Karla De Almeida Lins Ronconi Marcelo de Lima Oliveira Manoel Jacobsen Teixeira Edson Bor-Seng-Shu Laboratory for Neurosonology and Cerebral Hemodynamics Department of Neurology Hospital das Clinicas Sao Paulo University Medical School Department of Neurology Division of Neurosurgery Hospital das Clinicas Sao Paulo University Medical School

Acute liver failure, also known as fulminant hepatic failure(FHF), embraces a spectrum of clinical entities characterized by acute liver injury, severe hepatocellular dysfunction, and hepatic encephalopathy. Cerebral edema and intracranial hypertension are common causes of mortality in patients with FHF. The management of patients who present acute liver failure starts with determining the cause and an initial evaluation of prognosis. Regardless of whether or not patients are listed for liver transplantation, they should still be monitored for recovery, death, or transplantation. In the past, neuromonitoring was restricted to serial clinical neurologic examination and, in some cases, intracranial pressure monitoring. Over the years, this monitoring has proven insufficient, as brain abnormalities were detected at late and irreversible stages. The need for real-time monitoring of brain functions to favor prompt treatment and avert irreversible brain injuries led to the concepts of multimodal monitoring and neurophysiological decision support. New monitoring techniques, such as brain tissue oxygen tension, continuous electroencephalogram, transcranial Doppler, and cerebral microdialysis, have been developed. These techniques enable early diagnosis of brain hemodynamic, electrical, and biochemical changes, allow brain anatomical and physiological monitoring-guided therapy, and have improved patient survival rates. The purpose of this review is to discuss the multimodality methods available for monitoring patients with FHF in the neurocritical care setting.

关键词： Fulminant hepatic failure Cerebral edema Multimodality methods Intracranial hypertension Liver trans

Non-alcoholic fatty liver disease and the impact of genetic,epigenetic and environmental factors in the offspring

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World Journal of Gastroenterology 2022年第25期28卷 2890-2899页

作者： Natalia Balassiano Wajsbrot Nathalie carvalho Leite Gil F Salles Cristiane A Villela-nogueira Division of Hepatology Clementino Fraga Filho University HospitalFederal University of Rio de JaneiroRio de Janeiro 20941-913Brazil Department of Internal Medicine Medical SchoolFederal University of Rio de JaneiroRio de Janeiro 22750-240Brazil

Non-alcoholic fatty liver disease(NAFLD)is the most common chronic liver disease worldwide and is strongly associated with metabolic *** recently,a significant impact of parental NAFLD in the offspring was demonstrated and has been widely ***,pathogenetic pathways implicated in the inheritance by the offspring and relatives are still under ***,multiple mechanisms are involved as well as in NAFLD pathogenesis *** the multifactorial involved mechanisms,genetic,epigenetic and environmental backgrounds are strongly related to NAFLD development in the ***,based on recent evidence from the available literature concerning genetic,epigenetic and environmental disease modifiers,this review aimed to discuss the relationship between parental NAFLD and its impact on the offspring.

关键词： Steatosis Genetic Epigenetic Environmental Offspring Non-alcoholic fatty liver disease

Technical Evaluation of Hybrid Clones of Corymbia spp. to Produce Market Pulp

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Paper And Biomaterials 2022年第3期7卷 1-6页

作者： Marcelo Moreira da Costa ricardo de carvalho Bittencourt Thales Augusto Pinto Coelho nogueira Larissa Soares Silva Weslley Henrique Martins da Silva Sebastião Renato Valverde Gleison Augusto Dos Santos Daniel Alexander Fernandes Coelho Claudilene Aparecida Alves Pena Department of Forest Sciences Federal University of VicosaVicosaMinas Gerais36570900Brazil Aperam BioEnergia Co. CapelinhaMinas Gerais39680000Brazil

This study presents hybrid clones of Corymbia *** by Aperam BioEnergia as potential substitutes for Eucalyptus wood in the pulp *** biomass of Eucalyptus *** compared with that of Corymbia *** performing modified kraft pulping and basic density *** were made by analyzing their respective mean annual increments of cellulose(MAI_(cel))and specific wood consumption(SWC),estimated using a kappa number of(19±1).The results showed that one of the hybrid clones(Corymbia citriodora×Corymbia torelliana,ID 4)had higher basic wood density,higher screened yield,better MAI_(cel#k19),and lower SWC than the other samples,reaching values of 0.608 t/m^(3),54.1%,24.6 ADt/ha/year(i.e.,air dry ton/hectare/year),and 2.74 m^(3)/ADt,***,clone ID 4 had the highest MAI_(cel)/SWC ratio score(8.98).Given its high forest productivity and low industrial cost compared with other samples,as well as its advantages over Eucalyptus ***,we concluded that clone ID 4 has great potential as an alternative biomass for pulp production.

关键词： Corymbia hybrids modified kraft pulping mean annual increments of cellulose(MAIcel) specific wood consumption(SWC)

Current role and future perspectives of artificial intelligence in echocardiography

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World Journal of Cardiology 2023年第6期15卷 284-292页

作者： Rafael Vidal-Perez Julia Grapsa Alberto Bouzas-Mosquera ricardo Fontes-carvalho Jose Manuel Vazquez-Rodriguez Servicio de Cardiología Unidad de Imagen y Función CardíacaComplexo Hospitalario Universitario A Coruña Centro de Investigación Biomédica en Red-Instituto de Salud Carlos ⅢA Coruña 15006Spain Department of Cardiology Guys and St Thomas NHS TrustLondon SE17EHUnited Kingdom Cardiology Department Centro Hospitalar de Vila Nova de Gaia/EspinhoVilanova de Gaia 4434-502Portugal Cardiovascular R&D Centre-UnIC@RISE Department of Surgery and PhysiologyFaculty of Medicine of the University of PortoPorto 4200-319Portugal Servicio de Cardiología Complexo Hospitalario Universitario A CoruñaA Coruña 15006Spain

Echocardiography is an essential tool in diagnostic cardiology and is fundamental to clinical *** intelligence(AI)can help health care providers serving as a valuable diagnostic tool for physicians in the field of echocardiography specially on the automation of measurements and interpretation of *** addition,it can help expand the capabilities of research and discover alternative pathways in medical management specially on *** this review article,we describe the current role and future perspectives of AI in echocardiography.

关键词： Echocardiography Artificial intelligence Machine learning Deep learning Prognosis

An Overview of SWIPT Circuits and Systems

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ZTE Communications 2022年第2期20卷 13-18页

作者： ricardo TORRES Diogo MATOS Felisberto PEREIRA ricardo CORREIA Nuno Borges carvalho Department of Electronics telecommunications and informationUniversity of AveiroAveiro 3810Portugal Institute of Telecommunications Aveiro 3800Portugal CISeD-Research Center in Digital Services Polytechnic of ViseuViseu 3500Portugal Sinuta SA. Estarreja 3860Portugal AlmaScience Colab Madan ParqueCaparica 2829-516Portugal

From a circuit implementation perspective,this paper presents a brief overview of simultaneous wireless information and power transmission(SWIPT).By using zero-power batteryless wireless sensors,SWIPT mixes wireless power transmission with wireless communications to allow the truly practical implementation of the Internet of Things as well as many other *** this paper,technical backgrounds,problem formation,state-of-the-art solutions,circuit implementation examples,and system integrations of SWIPT are presented.

关键词： simultaneous wireless information and power transmission(SWIPT)systems backscatter communication low power commu⁃nication

Evaluation of total protein,peroxidase,and nutrients measured by pXRF for the determination of tissue rejuvenation/reinvigoration of Eucalyptus microcorys

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林业研究:英文版 2023年第5期34卷 1563-1576页

作者： Júlio Cézar Tannure Faria Caius Ribeiro-Kumara William Macedo Delarmelina Filipe Aiura Namorato Dione Richer Momolli Anderson Cleiton José Enéas ricardo Konzen Dulcinéia de carvalho Gilvano Ebling Brondani Department of Forestry and Wood Sciences Federal University of Espírito SantoJerônimo MonteiroEspírito SantoBrazil Department of Forest Sciences University of HelsinkiHelsinkiFinland Federal Institute of Education Science and Technology of Espírito SantoIbatibaEspírito SantoBrazil Department of Soil Science Federal University of LavrasLavrasMinas GeraisBrazil Department of Forest Engineering Federal University of Santa MariaSanta MariaRio Grande Do SulBrazil Department of Forestry Sciences Federal University of LavrasLavrasMinas GeraisBrazil Department Interdisciplinary Federal University of Rio Grande Do SulImbéRio Grande Do SulBrazil

Ontogenetic aging of tissues and the gradual decrease of adventitious rooting are known challenges for the clonal propagation of woody species,hampering clonal forestry *** study examined possible signatures of tissue rejuvenation/reinvigoration in different propagated materials of Eucalyptus microcorys by analyzing the total protein profile,peroxidase activity,macro-and micronutrient contents,and adventitious rooting of mini *** analyses were performed on *** shoots which were successfully obtained by seminal and grafting propagation,micropropagation with epicormic shoots,and indirect *** four mature trees used in the propagation,tissues from the one with the best propagation results were investigated for signs of tissue rejuvenation and/or *** individuals from each technique were randomly selected and transferred to a semi-hydroponic"channel"*** four weeks in the seedbed,the total protein,peroxidase activity,nutrient content and rooting of the mini cuttings were ***-PAGE enabled the differentiation of leaf samples obtained by grafting from the other propagation techniques,as revealed by two distinct *** obtained by micropropagation with epicormic shoots showed the highest peroxidase activity,while those obtained by seminal propagation and from the selected mature tree showed the lowest peroxidase activity.A portable X-ray fluorescence spectroscope(pXRF)identified adequate nutrient content in most of the nutrients tested in materials obtained by seminal and grafting propagation,and by indirect *** analysis of adventitious rooting showed that the highest rooting percentage was observed in mini cuttings from seminal propagation(75%)followed by indirect organogenesis(35%).Based on principal component analysis,it was concluded that rooting of mini cuttings from both seminal propagation and indirect organogenesis was associated with phosphorous,sulphur,and potassium

关键词： Adventitious rooting Juvenility Reinvigoration Rejuvenation Ontogenetic age

The Role of Phytochrome in Stress Tolerance

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Journal of Integrative Plant Biology 2011年第12期53卷 920-929页

作者： Rogério Falleiros carvalho Marcelo Lattarulo Campos ricardo Antunes Azevedo Department of Applied Biology UNESP Jaboticabal SP CEP 14884-900 Brazil Department of Energy Plant Research Laboratory Michigan State University East Lansing MI 48824 USA Department of Genetics ESALQ University of Sao Paulo Piracicaba SP CEP 13418-900 Brazil

It is well-documented that phytochromes can control plant growth and development from germination to flowering. Additionally, these photoreceptors have been shown to modulate both biotic and abiotic stress. This has led to a series of studies exploring the molecular and biochemical basis by which phytochromes modulate stresses, such as salinity, drought, high light or herbivory. Evidence for a role of phytrochromes in plant stress tolerance is explored and reviewed.

关键词： abiotic stress biotic stress photoreceptors phytochromes stress modulation.

Value of cardiac magnetic resonance on the risk stratification of cardiomyopathies

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World Journal of Cardiology 2023年第10期15卷 487-499页

作者： Rafael Vidal-Perez Mariana Brandao Wael Zaher Ruben Casado-Arroyo Alberto Bouzas-Mosquera ricardo Fontes-carvalho Jose Manuel Vazquez-Rodriguez Servicio de Cardiologia Unidad de Imagen y Funcion CardiacaComplexo Hospitalario Universitario A Coruña Centro de Investigacion Biomedica en Red de Enfermedades Cardiovasculares(CIBERCV)A Coruna 15006GaliciaSpain Department of Cardiology Centro Hospitalar de Vila Nova de Gaia/EspinhoVila Nova de Gaia 4434-502Portugal Department of Cardiology Hôpital ErasmeUniversite Libre de BruxellesBrussels 1070BrusselsBelgium Cardiovascular R&D Centre-UnIC@RISE Department of Surgery and PhysiologyFaculty of Medicine of the University of PortoPorto 4200-319Portugal Servicio de Cardiología Complexo Hospitalario Universitario A CoruñaA Coruña 15006A CoruñaSpain

Cardiomyopathies represent a diverse group of heart muscle diseases with varying etiologies,presenting a diagnostic challenge due to their heterogeneous *** evaluation using cardiac imaging techniques is impera-tive as symptoms can evolve over *** imaging approaches are pivotal for accurate diagnosis,treatment planning,and optimizing prognostic *** these,cardiovascular magnetic resonance(CMR)stands out for its ability to provide precise anatomical and functional *** manuscript ex-plores the significant contributions of CMR in the diagnosis and management of patients with cardiomyopathies,with special attention to risk ***’s high spatial resolution and tissue characterization capabilities enable early detec-tion and differentiation of various cardiomyopathy ***,it offers valuable insights into myocardial fibrosis,tissue viability,and left ven-tricular function,crucial parameters for risk stratification and predicting adverse cardiac *** integrating CMR into clinical practice,clinicians can tailor patient-specific treatment plans,implement timely interventions,and optimize long-term *** non-invasive nature of CMR reduces the need for invasive procedures,minimizing patient *** review highlights the vital role of CMR in monitoring disease progression,guiding treatment decisions,and identifying potential complications in patients with *** utilization of CMR has significantly advanced our understanding and management of these complex cardiac conditions,leading to improved patient outcomes and a more personalized approach to care.

关键词： Cardiac magnetic resonance Cardiomyopathies Prognosis Dilated cardiomyopathy Hypertrophic cardiomyopathy Restrictive cardiomyopathy