Comparación entre regresión logística y redes neuronales para predecir cáncer de piel en perros

Determinar si un perro tiene la predisposición de desarrollar cáncer a la piel es uno de los desafíos tanto de los veterinarios como de los dueños de las mascotas. Los modelos de regresión logística y redes neuronales han sido ampliamente utilizados para realizar predicciones en el ámbito de la medicina humana, el presente estudio aborda la comparación de éstas dos técnicas para la predicción de cáncer de piel en perros. Las características que se han analizado son la edad, el sexo, raza, exposición al sol, albinismo y la aparición de dermatitis. Dichas características fueron validadas por el método de coeficiente de correlación y el análisis de componente principal. Los resultados obtenidos demostraron que la red neuronal backpropagation con validación cruzada supera al modelo de regresión logística. El valor de predicción generado por la red neuronal fue de 89.6% mientras que la regresión logística obtuvo un 84%.To ascertain if a dog has the predisposition to develop skin cancer is a challenge for both veterinarians and pet owners. Logistic regression models and neural networks have been used widely in the field of human medicine to make predictions; the present study approaches the comparison between these two technics to predict skin cancer in dogs. The variables we analyzed were age, sex, breed, sun exposition, albinism and, dermatitis. These variables were validated by the correlation coefficient and the principal component analysis. The obtained results showed that the backpropagation neural network technique with a cross validation is better than the logistic regression. The neural network’s accuracy value was 89.6% while only 84% for the logistic regression

Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries

Abstract Background Healthcare cannot achieve net-zero carbon without addressing operating theatres. The aim of this study was to prioritize feasible interventions to reduce the environmental impact of operating theatres. Methods This study adopted a four-phase Delphi consensus co-prioritization methodology. In phase 1, a systematic review of published interventions and global consultation of perioperative healthcare professionals were used to longlist interventions. In phase 2, iterative thematic analysis consolidated comparable interventions into a shortlist. In phase 3, the shortlist was co-prioritized based on patient and clinician views on acceptability, feasibility, and safety. In phase 4, ranked lists of interventions were presented by their relevance to high-income countries and low–middle-income countries. Results In phase 1, 43 interventions were identified, which had low uptake in practice according to 3042 professionals globally. In phase 2, a shortlist of 15 intervention domains was generated. In phase 3, interventions were deemed acceptable for more than 90 per cent of patients except for reducing general anaesthesia (84 per cent) and re-sterilization of ‘single-use’ consumables (86 per cent). In phase 4, the top three shortlisted interventions for high-income countries were: introducing recycling; reducing use of anaesthetic gases; and appropriate clinical waste processing. In phase 4, the top three shortlisted interventions for low–middle-income countries were: introducing reusable surgical devices; reducing use of consumables; and reducing the use of general anaesthesia. Conclusion This is a step toward environmentally sustainable operating environments with actionable interventions applicable to both high– and low–middle–income countries

Cultivable psychrotolerant yeasts associated with Antarctic marine sponges

Unlike filamentous fungi and bacteria, very little is known about cultivable yeasts associated with marine sponges, especially those from Antarctic seas. During an expedition to King George Island, in the Antarctica, samples of 11 marine sponges were collected by scuba-diving. From these sponges, 20 psychrotolerant yeast isolates were obtained. Phylogenetic analyses of D1/D2 and ITS rRNA gene sequences revealed that the marine ascomycetous yeast Metschnikowia australis is the predominant organism associated with these invertebrates. Other species found belonged to the Basidiomycota phylum: Cystofilobasidium infirmominiatum, Rhodotorula pinicola, Leucosporidiella creatinivora and a new yeast from the Leucosporidiella genus. None of these yeasts have been previously associated with marine sponges. A screening to estimate the ability of these yeasts as producers of extracellular enzymatic activities at several pH and temperature conditions was performed. Several yeast isolates demonstrated amylolytic, proteolytic, lipolytic or cellulolytic activity, but none of them showed xylanolytic activity under the conditions assayed. To our knowledge, this work is the first description of cultivable yeasts associated with marine sponges from the Antarctic sea.This work was supported by Instituto Anta´rtico Chileno (INACH) grant G_06-10, FONDECYT grant 11090192, ‘‘Programa Bicentenario de Ciencia y Tecnologı´a’’ (Chile) project PDA13, and DICYT-USACH

Tendencias en la circulación, experiencias y resignificaciones de la migración y el retorno en el Estado de Méxíco

Para abonar al estudio de las migraciones entre México y Estados Unidos y en especial de las migraciones y los migrantes desde el Estrado de México, el libro Continuidades y Cambios en las Migraciones de México a Estados Unidos. Tendencia en la circulación, experiencia y significaciones de la migración y el retorno en el ]Estado de México compila un total de 16 Capítulos que con diferentes acercamientos posicionamientos teóricos y metodologías basadas en estudios de caso y análisis cuantitativo y cualitativo exponen diversas temáticas que revisten la complejidad que ha adquirido el fenómeno migratorio. También exponen la migración internacional desde el Estado de México, entidad que además de constituirse como un Territorio expulsor de migrantes internacionales, ha incrementado su importancia como receptor de migrantes de retorno(no necesariamente originarios del Estado de México) y migrantes en transito que buscan llegar al vecino país del norte

La gestión de la responsabilidad social en las universidades Iberoamericanas

La presente aportación recoge el trabajo de 47 especialistas de 14 países iberoamericanos que aportan sus estudios y valoraciones sobre la temática. Se proporciona así una visión amplia del desarrollo de esta en los distintos países, proporcionando para cada uno de ellos referencias normativas, la realidad en sus universidades, algún ejemplo relevante y algunas reflexiones y propuestas para la mejora. Se cumple así y una vez más el compromiso social de la Red de Apoyo a la Gestión Educativa (RedAGE) de emitir un informe anual sobre aspectos relevantes de la organización y gestión de la educación. La temática y estructura del informe fue debatido y aprobado en la reunión anual celebrada en Barcelona el 9 de abril de 2019, donde también se analizaron algunas de las problemáticas y retos que la vinculación con el entorno supone para los administradores y gestores de las universidades. Las diferentes aportaciones tratan de reflejar la realidad en los distintos países desde los redactores de los informes nacionales. El propósito no es tanto el de identificar todas las realizaciones existentes como el de conocer aportaciones significativas y tener una valoración cualificada de la realidad y perspectivas en la temática abordada. Esperemos se haya cumplido el propósito mencionado y el resultado sea de interés para los especialistas e interesados

NEOTROPICAL CARNIVORES: a data set on carnivore distribution in the Neotropics

Mammalian carnivores are considered a key group in maintaining ecological health and can indicate potential ecological integrity in landscapes where they occur. Carnivores also hold high conservation value and their habitat requirements can guide management and conservation plans. The order Carnivora has 84 species from 8 families in the Neotropical region: Canidae; Felidae; Mephitidae; Mustelidae; Otariidae; Phocidae; Procyonidae; and Ursidae. Herein, we include published and unpublished data on native terrestrial Neotropical carnivores (Canidae; Felidae; Mephitidae; Mustelidae; Procyonidae; and Ursidae). NEOTROPICAL CARNIVORES is a publicly available data set that includes 99,605 data entries from 35,511 unique georeferenced coordinates. Detection/non-detection and quantitative data were obtained from 1818 to 2018 by researchers, governmental agencies, non-governmental organizations, and private consultants. Data were collected using several methods including camera trapping, museum collections, roadkill, line transect, and opportunistic records. Literature (peer-reviewed and grey literature) from Portuguese, Spanish and English were incorporated in this compilation. Most of the data set consists of detection data entries (n = 79,343; 79.7%) but also includes non-detection data (n = 20,262; 20.3%). Of those, 43.3% also include count data (n = 43,151). The information available in NEOTROPICAL CARNIVORES will contribute to macroecological, ecological, and conservation questions in multiple spatio-temporal perspectives. As carnivores play key roles in trophic interactions, a better understanding of their distribution and habitat requirements are essential to establish conservation management plans and safeguard the future ecological health of Neotropical ecosystems. Our data paper, combined with other large-scale data sets, has great potential to clarify species distribution and related ecological processes within the Neotropics. There are no copyright restrictions and no restriction for using data from this data paper, as long as the data paper is cited as the source of the information used. We also request that users inform us of how they intend to use the data

Charged-particle multiplicity fluctuations in Pb–Pb collisions at √sNN = 2.76 TeV

Measurements of event-by-event fluctuations of charged-particle multiplicities in Pb–Pb collisions at sNN−−−√ = 2.76 TeV using the ALICE detector at the CERN Large Hadron Collider (LHC) are presented in the pseudorapidity range |η|<0.8 and transverse momentum 0.2<pT<2.0 GeV/c. The amplitude of the fluctuations is expressed in terms of the variance normalized by the mean of the multiplicity distribution. The η and pT dependences of the fluctuations and their evolution with respect to collision centrality are investigated. The multiplicity fluctuations tend to decrease from peripheral to central collisions. The results are compared to those obtained from HIJING and AMPT Monte Carlo event generators as well as to experimental data at lower collision energies. Additionally, the measured multiplicity fluctuations are discussed in the context of the isothermal compressibility of the high-density strongly-interacting system formed in central Pb–Pb collisions