60 research outputs found
Bryoflora of tbe City of Salamanca (Spain)
Aytjso, i. E.; ELÍAS RivAs, M. i. & RIJP¡OFRA GIRALDo, i. L. 1995. Brioflora de la Ciudad de Salamanca. Bol. Coniplatensis 20: 45-53. Se citan 38 briófitos (37 musgos y 1 hepática) para la ciudad de Salamanca, 6 de los cuales son novedad para la provincia.Ayuso. J. B.~ ELÍAS RIvAS, M. J. & RUPIOBRA GIRALDo, 1. L. ¡995. Brioflora de la Ciudad de Salamanca. Boí. Complatensts 20: 45-53. Thirty eight bryophytes (37 mosses and ¡ liverwort) are reponed from the city of Salamanca (Spain). 6 are newly for the province
Corología de tres táxones de interés en el macizo del Castro Valnera: Eriophorum vaginatum L., Gentiana acaulis L. y Gentiana boryi Boiss
Se ofrece una visión actualizada de la situación en el macizo del Castro
Valnera de tres especies de alto interés regional: Eriophorum vaginatum L., Gentiana
acaulis L. y Gentiana boryi Boiss. Se comentan datos sobre la historia de su descubrimiento
en ese macizo. Se recogen y enumeran para cada uno de ellos los datos de recolecciones,
citas bibliográficas y de campo. Con el conjunto de todas ellas se elaboran varios
mapas. Finalmente, se aportan comentarios que contribuyen al conocimiento de su
comportamiento ecológico y se apuntan algunas pautas y criterios a tener en cuenta para
su protección
Classification of Radiologically Isolated Syndrome and Clinically Isolated Syndrome with Machine-Learning Techniques
Background and purpose: The unanticipated detection by magnetic resonance
imaging (MRI) in the brain of asymptomatic subjects of white matter lesions
suggestive of multiple sclerosis (MS) has been named radiologically isolated
syndrome (RIS). As the difference between early MS [i.e. clinically isolated
syndrome (CIS)] and RIS is the occurrence of a clinical event, it is logical to
improve detection of the subclinical form without interfering with MRI as there
are radiological diagnostic criteria for that. Our objective was to use
machine-learning classification methods to identify morphometric measures that
help to discriminate patients with RIS from those with CIS.
Methods: We used a multimodal 3-T MRI approach by combining MRI biomarkers
(cortical thickness, cortical and subcortical grey matter volume, and white
matter integrity) of a cohort of 17 patients with RIS and 17 patients with CIS
for single-subject level classification.
Results: The best proposed models to predict the diagnosis of CIS and RIS
were based on the Naive Bayes, Bagging and Multilayer Perceptron classifiers
using only three features: the left rostral middle frontal gyrus volume and the
fractional anisotropy values in the right amygdala and right lingual gyrus. The
Naive Bayes obtained the highest accuracy [overall classification, 0.765; area
under the receiver operating characteristic (AUROC), 0.782].
Conclusions: A machine-learning approach applied to multimodal MRI data may
differentiate between the earliest clinical expressions of MS (CIS and RIS)
with an accuracy of 78%.
Keywords: Bagging; Multilayer Perceptron; Naive Bayes classifier; clinically
isolated syndrome; diffusion tensor imaging; machine-learning; magnetic
resonance imaging; multiple sclerosis; radiologically isolated syndrome.Comment: 24 pages, 2 table
Adiciones y revisiones al Atlas de flora vascular silvestre de Burgos, X
Se mencionan 61 táxones con citas y/o comentarios referidos a su existencia en la provincia de Burgos. De ellos, 3 suponen una novedad para el catálogo provincial61 taxa with either quotations or remarks, related to their existence within the province of Burgos, are mentioned. 3 out of these aforementioned ones mean a valuable novelty for the provincial catalogue
Adiciones y revisiones al Atlas de la flora vascular silvestre de Burgos
Se mencionan 31 táxones con citas y/o comentarios referidos a su existencia en la provincia de Burgos. De ellos 8 suponen una novedad para el catálogo provincial.Additions and revisions for the “Atlas de la flora vascular silvestre de Burgos”, IX. 31 Taxa with either quotations or remarks, related to their existence within the province of Burgos, are mentioned. 8 out of these aforementioned ones mean a novelty value for the provincial catalogue
Adiciones y revisiones al Atlas de la flora vascular silvestre de Burgos, VIII
Se mencionan 44 táxones con citas y comentarios referidos a su existencia en la provincia de Burgos. De ellos 3 suponen una novedad para el catálogo provincial.44 Taxa with either quotations or remarks, related to their existence within the province of Burgos, are mentioned. 3 out of these aforementioned ones mean a novelty value for the provincial catalogue
Adiciones y revisiones al Atlas de la flora vascular silvestre de Burgos, XI
38 taxa with either quotations or remarks, related to their existence within the province of Burgos, are mentioned. 7 out of these aforementioned ones mean a valuable novelty for the provincial catalogue
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