Process of image super-resolution

In this paper we explain a process of super-resolution reconstruction allowing to increase the resolution of an image.The need for high-resolution digital images exists in diverse domains, for example the medical and spatial domains. The obtaining of high-resolution digital images can be made at the time of the shooting, but it is often synonymic of important costs because of the necessary material to avoid such costs, it is known how to use methods of super-resolution reconstruction, consisting from one or several low resolution images to obtain a high-resolution image. The american patent US 9208537 describes such an algorithm. A zone of one low-resolution image is isolated and categorized according to the information contained in pixels forming the borders of the zone. The category of it zone determines the type of interpolation used to add pixels in aforementioned zone, to increase the neatness of the images. It is also known how to reconstruct a low-resolution image there high-resolution image by using a model of super-resolution reconstruction whose learning is based on networks of neurons and on image or a picture library. The demand of chinese patent CN 107563965 and the scientist publication "Pixel Recursive Super Resolution", R. Dahl, M. Norouzi, J. Shlens propose such methods. The aim of this paper is to demonstrate that it is possible to reconstruct coherent human faces from very degraded pixelated images with a very fast algorithm, more faster than compressed sensing (CS), easier to compute and without deep learning, so without important technology resources, i.e. a large database of thousands training images (see arXiv:2003.13063). This technological breakthrough has been patented in 2018 with the demand of French patent FR 1855485 (https://patents.google.com/patent/FR3082980A1, see the HAL reference https://hal.archives-ouvertes.fr/hal-01875898v1).Comment: 19 pages, 10 figure

A Study Identifying Information Technology Development Strategies for Nursing Professional Development Specialists Practicing in Healthcare Settings

The increased use of information systems (IS) in healthcare institutions, federal health information technology (IT) policy mandating the use of information systems in patient care, and the nursing informatics agenda force healthcare organizations to address the informatics competency of its workforce (Murphy, 2010). This study validates IT competencies for Nursing Professional Development (NPD) Specialists and determines self-directed, informal learning strategies for developing information technology competency. The NPD Specialist is responsible for the professional development of nursing caregivers in healthcare settings. This study validated 53 IT competencies for the NPD Specialist role in healthcare settings. The validated competencies include current healthcare technology, federal health IT policy, evidence-based practice, and other necessary topics within healthcare. This study regarded 41 competencies (of the 53 validated IT competencies) as high importance, or essential, to the NPD Specialists role in healthcare settings today. Strategies were also identified for developing the essential IT competencies. The NPD Specialists and leaders within healthcare organizations can use the validated essential IT competencies and development strategies from this study to build IT competency amongst its workforce (ANA, 2010)

Les constructions infinitives dans les grammaires d'arbres polychromes hiérarchisées

Dans cet article, nous proposons une analyse syntaxique des constructions infinitives (ou infinitives) en français. Pour nous, suivant en cela Huot (1981) et Baschung (1991), une construction infinitive est le groupe formé par un verbe infinitif et son environnement. Cette définition est plus large que celle de Grevisse (1964) et Lorian (1962), et que celle proposée plus récemment par Legrand (1999) et Leeman (2002). Les premiers considèrent que l'on peut parler de proposition infinitive quan..

Les discours de réception du marquis de Marnésia à l’académie de Besançon : un art de l’écart

À la fi n des années 1770, le marquis de Lezay-Marnésia, de vieille noblesse comtoise, est admis à l’académie de Besançon fondée vingt-cinq ans plutôt. Membre associé, puis titulaire du onzième fauteuil, il adresse à ses confrères des discours de réception dans lesquels le respect des normes génériques se caractérise par son instabilité. Le marquis sait à l’évidence aussi bien appliquer les codes que s’en aff ranchir. Commettant, au sein d’un cadre formel contraint, des écarts qui vont de l’entorse sans gravité à la transgression impertinente, il offre avec ses deux discours l’exemple d’une voix singulière, dont on peut faire l’hypothèse qu’elle surprit probablement une majorité de ses confrères bisontins

A probabilistic approach to emission-line galaxy classification

We invoke a Gaussian mixture model (GMM) to jointly analyse two traditional emission-line classification schemes of galaxy ionization sources: the Baldwin-Phillips-Terlevich (BPT) and $\rm W_{H\alpha}$ vs. [NII]/H$\alpha$ (WHAN) diagrams, using spectroscopic data from the Sloan Digital Sky Survey Data Release 7 and SEAGal/STARLIGHT datasets. We apply a GMM to empirically define classes of galaxies in a three-dimensional space spanned by the $\log$ [OIII]/H$\beta$, $\log$ [NII]/H$\alpha$, and $\log$ EW(H${\alpha}$), optical parameters. The best-fit GMM based on several statistical criteria suggests a solution around four Gaussian components (GCs), which are capable to explain up to 97 per cent of the data variance. Using elements of information theory, we compare each GC to their respective astronomical counterpart. GC1 and GC4 are associated with star-forming galaxies, suggesting the need to define a new starburst subgroup. GC2 is associated with BPT's Active Galaxy Nuclei (AGN) class and WHAN's weak AGN class. GC3 is associated with BPT's composite class and WHAN's strong AGN class. Conversely, there is no statistical evidence -- based on four GCs -- for the existence of a Seyfert/LINER dichotomy in our sample. Notwithstanding, the inclusion of an additional GC5 unravels it. The GC5 appears associated to the LINER and Passive galaxies on the BPT and WHAN diagrams respectively. Subtleties aside, we demonstrate the potential of our methodology to recover/unravel different objects inside the wilderness of astronomical datasets, without lacking the ability to convey physically interpretable results. The probabilistic classifications from the GMM analysis are publicly available within the COINtoolbox (https://cointoolbox.github.io/GMM\_Catalogue/).Comment: Accepted for publication in MNRA

A probabilistic approach to emission-line galaxy classification

We invoke a Gaussian mixture model (GMM) to jointly analyse two traditional emission-line classification schemes of galaxy ionization sources: the Baldwin–Phillips–Terlevich (BPT) and WH α versus [N ii]/H α (WHAN) diagrams, using spectroscopic data from the Sloan Digital Sky Survey Data Release 7 and SEAGal/STARLIGHT data sets. We apply a GMM to empirically define classes of galaxies in a three-dimensional space spanned by the log [O iii]/H β, log [N ii]/H α and log EW(H α) optical parameters. The best-fitting GMM based on several statistical criteria suggests a solution around four Gaussian components (GCs), which are capable to explain up to 97 per cent of the data variance. Using elements of information theory, we compare each GC to their respective astronomical counterpart. GC1 and GC4 are associated with star-forming galaxies, suggesting the need to define a new starburst subgroup. GC2 is associated with BPT's active galactic nuclei (AGN) class and WHAN's weak AGN class. GC3 is associated with BPT's composite class and WHAN's strong AGN class. Conversely, there is no statistical evidence – based on four GCs – for the existence of a Seyfert/low-ionization nuclear emission-line region (LINER) dichotomy in our sample. Notwithstanding, the inclusion of an additional GC5 unravels it. The GC5 appears associated with the LINER and passive galaxies on the BPT and WHAN diagrams, respectively. This indicates that if the Seyfert/LINER dichotomy is there, it does not account significantly to the global data variance and may be overlooked by standard metrics of goodness of fit. Subtleties aside, we demonstrate the potential of our methodology to recover/unravel different objects inside the wilderness of astronomical data sets, without lacking the ability to convey physically interpretable results. The probabilistic classifications from the GMM analysis are publicly available within the COINtoolbox at https://cointoolbox.github.io/GMM_Catalogue/

Angiotensin Converting Enzyme and Angiotensin II Type 1 Receptor Polymorphisms in Patients with Coronary Aneurysms

BACKGROUND: Conflicting results have been reported regarding the association of gene polymorphisms in the renin-angiotensin system (RAS) with different aspects of coronary artery disease (CAD), such as myocardial infarction, neointimal hyperplasia or coronary artery vasomotion. Since previous studies have linked angiotensin II to aneurysmal disease, our study hypothesis was that RAS gene polymorphisms may be associated with aneurysm remodeling in response to CAD. METHODS: The study population was selected from a series of 3862 consecutive patients who underwent coronary angiography in our institution. One hundred and thirteen consecutive patients with at least one coronary aneurysm (CA) were compared to 226 randomized control patients without CA. DNA was extracted from white blood cells. The angiotensin-converting enzyme (ACE) I/D and angiotensin type 1 receptor (AT1-R) A/C polymorphisms were detected using previously published techniques. RESULTS: The distributions of the three ACE genotypes were similar in both groups: CA: 13%, 46%, and 41% for II, ID, and DD respectively; controls: 18%, 41%, and 41% for II, ID, and DD respectively, p = 0.45. The distributions of the three AT1-R genotypes were also similar in both groups: CA: 54%, 41%, and 5% for AA, AC, and CC respectively; controls: 55%, 33%, and 12%, for AA, AC, and CC respectively, p = 0.08. CONCLUSION: Our results provide further information on the role of RAS polymorphisms on specific mechanisms implicated in CAD. Although an activated RAS may theoretically promote aneurysm formation, the 2 RAS polymorphisms analyzed in this study are not associated with this process in coronary arteries

934-28 Sensitivity and Specificity of Angiographic Markers for Thrombus: A Prospective Comparison with Angioscopy

The limitations of angiography for the detection of intracoronary thrombus are well recognized. Between November 1991 and July 1994, we performed 402 angioscopy procedures in 225 vessels in 202 patients, with the Image-Cath (Baxter).We performed a prospective study in 190 of these patients, who had an interpretable angioscopy performed just before PTCA to determine the sensitivity and specificity of predetermined angiographic criteria that are considered to be indicative of the presence of intracoronary thrombus. Angiographically verified thrombus was used as the gold standard for comparison. Lesions were classified on angiography (2 orthogonal views) by independent observers. The presence of an intraluminal filling defect, of overhanging edges, of haziness, or of ulceration were noted. The characteristic ulceration was not mutually exclusive of the other 3 characteristics.Of 15 filling defects on angiography 14 (93%) had thrombus on angiography; in the 23 lesions with overhanging edges 19 (83%) had thrombus on angioscopy; in the 27 ulcerated lesions 21 (78%) had angioscopic thrombus; in the 6 lesions that were hazy on angiography 5 had angioscopic thrombus.AngioscopyThrombus+Thrombus-AngiographyThrombus+4512Thrombus-4093In our model, using 5 prespecified angiographic characteristics, angiography had high specificity (89%) but relatively low sensitivity (53%) for the detection of thrombus compared to angioscopy