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We investigate Self-Attention (SA) networks for directly learning visual representations for prosthetic vision. Specifically, we explore how the SA mechanism can be leveraged to produce task-specific scene representations for prosthetic vision, overcoming the need for explicit hand-selection of learnt features and post-processing. Further, we demonstrate how the mapping of importance to image regions can serve as an explainability tool to analyse the learnt vision processing behaviour, providing enhanced validation and interpretation capability than current learning-based methods for prosthetic vision. We investigate our approach in the context of an orientation and mobility (OM) task, and demonstrate its feasibility for learning vision processing pipelines for prosthetic vision.
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Prótesis Visuales , Procesamiento de Imagen Asistido por Computador/métodos , Visión Ocular , Percepción Visual , AprendizajeRESUMEN
Although cultural tourists increasingly seek to experience cultural events actively and to directly engage in creative activities, empirical knowledge about the creative tourist remains limited. This study aims to characterize the motivations and profile of creative tourists. The data was collected through a survey of participants in creative tourism activities in Portugal developed by 40 pilot institutions of the CREATOUR project during 2017 and 2018, with 814 usable questionnaires collected and validated. The questionnaire had 30 questions and marked the first time this kind of research was conducted in Portugal. The questionnaire included questions on: the composition of their travel companions, their previous participation in a creative tourism experience, reasons for visiting the destination, their characterization of the creative tourism experience, an evaluation of their creative tourism experience, and their socio-demographic profile. Using a cluster analysis to analyse the data, three clusters were found: Novelty-Seekers, Knowledge and Skills Learners, and Leisure Creative-Seekers.
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AIM: To explore the clinical presentation, course, treatment and impact of early treatment in patients with remethylation disorders from the European Network and Registry for Homocystinurias and Methylation Defects (E-HOD) international web-based registry. RESULTS: This review comprises 238 patients (cobalamin C defect n = 161; methylenetetrahydrofolate reductase deficiency n = 50; cobalamin G defect n = 11; cobalamin E defect n = 10; cobalamin D defect n = 5; and cobalamin J defect n = 1) from 47 centres for whom the E-HOD registry includes, as a minimum, data on medical history and enrolment visit. The duration of observation was 127 patient years. In 181 clinically diagnosed patients, the median age at presentation was 30 days (range 1 day to 42 years) and the median age at diagnosis was 3.7 months (range 3 days to 56 years). Seventy-five percent of pre-clinically diagnosed patients with cobalamin C disease became symptomatic within the first 15 days of life. Total homocysteine (tHcy), amino acids and urinary methylmalonic acid (MMA) were the most frequently assessed disease markers; confirmatory diagnostics were mainly molecular genetic studies. Remethylation disorders are multisystem diseases dominated by neurological and eye disease and failure to thrive. In this cohort, mortality, thromboembolic, psychiatric and renal disease were rarer than reported elsewhere. Early treatment correlates with lower overall morbidity but is less effective in preventing eye disease and cognitive impairment. The wide variation in treatment hampers the evaluation of particular therapeutic modalities. CONCLUSION: Treatment improves the clinical course of remethylation disorders and reduces morbidity, especially if started early, but neurocognitive and eye symptoms are less responsive. Current treatment is highly variable. This study has the inevitable limitations of a retrospective, registry-based design.
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Errores Innatos del Metabolismo de los Aminoácidos/diagnóstico , Errores Innatos del Metabolismo de los Aminoácidos/terapia , Homocistinuria/metabolismo , Metilenotetrahidrofolato Reductasa (NADPH2)/deficiencia , Espasticidad Muscular/metabolismo , Vitamina B 12/metabolismo , Adolescente , Adulto , Edad de Inicio , Niño , Preescolar , Estudios Transversales , Progresión de la Enfermedad , Europa (Continente) , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Metilación , Metilenotetrahidrofolato Reductasa (NADPH2)/metabolismo , Ácido Metilmalónico/orina , Fenotipo , Embarazo , Trastornos Psicóticos/metabolismo , Sistema de Registros , Estudios Retrospectivos , Adulto JovenRESUMEN
No disponible
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Humanos , Masculino , Femenino , Lactante , Preescolar , Niño , Enfermedad de Gaucher/enzimología , Enfermedad de Gaucher/terapia , Infusiones Intravenosas/métodos , Enfermedad de Gaucher/fisiopatología , Estudios Retrospectivos , Leucocitos/enzimología , Hepatomegalia/enzimologíaRESUMEN
Background and objective: Since enzyme replacement treatment (ERT) with idursulfase is available for Hunter syndrome (HS; mucopolysaccharidosis type II), for the first time, disease progression can be limited and organ damage reduced or prevented. Patients and methods: We described retrospectively the clinical evolution of eight HS males, treated with ERT and followed in routine clinical practice in Hospital Infantil La Fe (Valencia, Spain). Results: We studied three children, three adolescents and two adults. Time from diagnosis to ERT ranged from 13.7 to 0.2 years, and duration of ERT ranged from 24 to 77.1 months. From the start of ERT, weight and height increased in children and adolescents and remained stable in adults. Glycosaminoglycans (GAG) decreased in all patients; in patient 5 (aged 23 years), we observed the highest reduction (86%) with recovery of carpal tunnel syndrome, splenomegaly and a decrease in nocturnal oxygen dependence. Conclusion: Our results show that ERT improve respiratory impairment and organomegalies and decrease GAGs levels in all patients including children, adolescent and adults. While cardiac manifestations and facial features stabilized, responses in other parameters were heterogeneous (AU)
Introducción y objetivo: Desde que la Terapia de reemplazo enzimático (TRE) con Idursulfasa está disponible para el Síndrome de Hunter (SH; mucopolisacaridosis tipo II) la progresión de la enfermedad puede limitarse y posiblemente reducir y prevenir el daño orgánico. Pacientes y métodos: Describimos retrospectivamente la evolución de 8 pacientes con SH, tratados con TRE y revisados según práctica clínica habitual en el Hospital Infantil La Fe (Valencia, España). Resultados: Estudiamos 3 niños, 3 adolescentes y 2 adultos El tiempo desde el diagnóstico hasta inicio de TRE fue de 0,2 a 13,7 añosy la duración de la TRE de 24 a 77,1 meses. Tras iniciar la TRE, el peso y la talla de los niños y adolescentes se incrementaron permaneciendo estable en los adultos. Los glucosaminoglicanos (GAG) disminuyeron en todos los pacientes; la mayor reducción (86%) se observó en un adulto que mejoró el túnel carpiano, disminuyó la esplenomegalia y la dependencia nocturna de oxígeno. Conclusión: Nuestros resultados muestran que la TRE mejora la función respiratoria, las organomegalias y reducen los niveles e GAGs urinarios en todos los pacientes incluyendo niños, adolescentes y adultos. Las manifestaciones cardiacas y facials permanecieron estables. Los resultados en otros parámetros fueron heterogéneos (AU)
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Adolescente , Adulto , Niño , Femenino , Humanos , Masculino , Mucopolisacaridosis II/diagnóstico , Mucopolisacaridosis II/terapia , Síndrome del Túnel Carpiano/terapia , Esplenomegalia/terapia , Obstrucción de las Vías Aéreas/complicaciones , Obstrucción de las Vías Aéreas/diagnóstico , Obstrucción de las Vías Aéreas/terapia , Mucopolisacaridosis II/enzimología , Estudios Retrospectivos , Encuestas y Cuestionarios , Espirometría/métodos , EspirometríaRESUMEN
BACKGROUND AND OBJECTIVE: Since enzyme replacement treatment (ERT) with idursulfase is available for Hunter syndrome (HS; mucopolysaccharidosis type II), for the first time, disease progression can be limited and organ damage reduced or prevented. PATIENTS AND METHODS: We described retrospectively the clinical evolution of eight HS males, treated with ERT and followed in routine clinical practice in Hospital Infantil La Fe (Valencia, Spain). RESULTS: We studied three children, three adolescents and two adults. Time from diagnosis to ERT ranged from 13.7 to 0.2 years, and duration of ERT ranged from 24 to 77.1 months. From the start of ERT, weight and height increased in children and adolescents and remained stable in adults. Glycosaminoglycans (GAG) decreased in all patients; in patient 5 (aged 23 years), we observed the highest reduction (86%) with recovery of carpal tunnel syndrome, splenomegaly and a decrease in nocturnal oxygen dependence. CONCLUSION: Our results show that ERT improve respiratory impairment and organomegalies and decrease GAGs levels in all patients including children, adolescent and adults. While cardiac manifestations and facial features stabilized, responses in other parameters were heterogeneous.
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Terapia de Reemplazo Enzimático , Iduronato Sulfatasa/uso terapéutico , Mucopolisacaridosis II/tratamiento farmacológico , Adolescente , Síndrome del Túnel Carpiano/tratamiento farmacológico , Síndrome del Túnel Carpiano/etiología , Niño , Facies , Glicosaminoglicanos/orina , Hepatomegalia/tratamiento farmacológico , Hepatomegalia/etiología , Humanos , Masculino , Mucopolisacaridosis II/complicaciones , Mucopolisacaridosis II/patología , Mucopolisacaridosis II/orina , Calidad de Vida , Trastornos Respiratorios/tratamiento farmacológico , Trastornos Respiratorios/etiología , Estudios Retrospectivos , Esplenomegalia/tratamiento farmacológico , Esplenomegalia/etiología , Evaluación de Síntomas , Resultado del Tratamiento , Adulto JovenRESUMEN
Although dietary fat and its role in cardiovascular prevention has been one of the most extensively studied nutritional topics, it continues to be an ever-expanding research area. Particularly thanks to studies on Mediterranean diet, we now know that fat quality is more relevant than the amount of fat we eat in the diet. Thus, saturated and trans fats have been found to increase the risk of atherogenic disease. This is why it is recommended to substitute complex carbohydrates or unsaturated fat for unsaturated and trans fats with the aim of reducing saturated and trans fat intake to <10% and <1%, respectively, of the total calorie intake. Recent population studies, particularly that conducted in Kuopio, Finland, and those on Mediterranean diet, stress the important role of monounsaturated and polyunsaturated fats as key nutrients in preventing cardiovascular disease in modern societies. Furthermore, a special type of polyunsaturated fatty acids, i.e. those of the omega-3 (n-3) series, is increasingly becoming essential nutrients for a healthy diet, especially in the case of children. Therefore, there is a rationale for four the Scientific Societies that are strongly committed to disseminate the benefits of a healthy diet in preventing cardiovascular disease, and to prepare a joint statement with the purpose of spreading improved knowledge on the importance of changing to a healthy diet with a well-balanced fat intake for industrialized populations. Accordingly, a multidisciplinary panel of experts from the following institutions has developed the present joint statement targeted at both adults and children of different ages: Spanish Society of Arteriosclerosis, Spanish Society of Family and Community Medicine, Spanish Association of Paediatrics, Spanish Society of Gastroenterology, Hepatology and Paediatric Nutrition and Dietetics, and Spanish Society for Food Sciences.
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Enfermedades Cardiovasculares/prevención & control , Grasas de la Dieta/administración & dosificación , Adolescente , Adulto , Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , España , Adulto JovenRESUMEN
La importancia de la grasa en la dieta, y su papel en la prevención cardiovascular, es uno de los tópicos nutricionales mejor estudiados y, a pesar de ello, está en continua revisión. Ahora ya conocemos, en especial gracias a los estudios relacionados con la dieta mediterránea, que es más importante la calidad de la grasa, que la cantidad de su ingesta. En ese sentido, la grasa saturada y la grasa trans están implicadas en el riesgo aterogénico, por lo que se recomienda que para el diseño de una dieta sana dichos nutrientes se deben sustituir por hidratos de carbono complejos o por grasas insaturadas, manteniendo el consumo de grasa saturada en < 10% y el de trans en < 1% de la ingesta calórica. Estudios poblacionales recientes, en especial el estudio de Kuopio y los trabajos realizados con el modelo de dieta mediterránea, están afianzando cada vez más la importancia de las grasas monoinsaturadas y poliinsaturadas, como nutrientes claves para la prevención de las enfermedades crónicas de las sociedades modernas(AU)
Por otra parte, un tipo especial de ácidos grasos poliinsaturados, los de la serie omega 3 (n-3), están gradualmente convirtiéndose en nutrientes claves de una dieta sana, especialmente en niños. Por ello parece razonable, que cuatro sociedades, fuertemente implicadas en difundir los beneficios de la dieta como herramienta para prevenir las enfermedades cardiovasculares, desarrollen un consenso para difundir los nuevos conocimientos sobre la importancia de conseguir un aporte equilibrado y adecuado de grasa, en la dieta de las poblaciones industrializadas. Esto justifica este documento realizado por un grupo de expertos de la Sociedad Española de Arteriosclerosis, la Sociedad Española de Medicina Familiar y Comunitaria, la Asociación Española de Pediatría, la Sociedad Española de Gastroenterología, Hepatología y Nutrición Pediátrica y la Sociedad Española de Dietética y Ciencias de la Alimentación, en un esfuerzo porque resulte un trabajo multidisciplinar, orientado tanto a los adultos como a los niños, en distintos tramos de edad(AU)
Although dietary fat and its role in cardiovascular prevention has been one of the most extensively studied nutritional topics, it continues to be an ever-expanding research area. Particularly thanks to studies on Mediterranean diet, we now know that fat quality is more relevant than the amount of fat we eat in the diet. Thus, saturated and trans fats have been found to increase the risk of atherogenic disease. This is why it is recommended to substitute complex carbohydrates or unsaturated fat for unsaturated and trans fats with the aim of reducing saturated and trans fat intake to <10% and <1%, respectively, of the total calorie intake. Recent population studies, particularly that conducted in Kuopio, Finland, and those on Mediterranean diet, stress the important role of monounsaturated and polyunsaturated fats as key nutrients in preventing cardiovascular disease in modern societies. Furthermore, a special type of polyunsaturated fatty acids, i.e. those of the omega-3 (n-3) series, is increasingly becoming essential nutrients for a healthy diet, especially in the case of children. Therefore, there is a rationale for four the Scientific Societies that are strongly committed to disseminate the benefits of a healthy diet in preventing cardiovascular disease, and to prepare a joint statement with the purpose of spreading improved knowledge on the importance of changing to a healthy diet with a well-balanced fat intake for industrialized populations. Accordingly, a multidisciplinary panel of experts from the following institutions has developed the present joint statement targeted at both adults and children of different ages: Spanish Society of Arteriosclerosis, Spanish Society of Family and Community Medicine, Spanish Association of Paediatrics, Spanish Society of Gastroenterology, Hepatology and Paediatric Nutrition and Dietetics, and Spanish Society for Food Sciences(AU)
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Humanos , Grasas de la Dieta/efectos adversos , Enfermedades Cardiovasculares/epidemiología , Factores de Riesgo , Ácidos Grasos Monoinsaturados/administración & dosificación , Ácidos Linoleicos/administración & dosificación , MargarinaRESUMEN
En diferentes zonas de Chile se ha comprobado el inicio precoz del consumo de tabaco en los adolescentes. Es necesario programar estrategias de intervención específicamente dirigidas, que incluyan talleres de prevención y programas de cesación del uso del tabaco.
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Humanos , Masculino , Femenino , Adolescente , Recolección de Datos , Conocimientos, Actitudes y Práctica en Salud , Tabaquismo/epidemiología , Tabaquismo/psicología , Factores de Edad , Chile/epidemiología , Medio RuralRESUMEN
No disponible