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ML/DL techniques have shown their power in the improvement of several studies and tasks in HEP, especially in physics analysis. Our approach has been to take a number of the ML/DL tools provided by several open-source platforms and apply them to several classification problems, for instance, to the tt¯ resonance extraction in the LHC experiments. Gradient-boosting Trees, Random Forest, Artificial Neural Networks (ANN), etc. have been used and optimized by means of adjusting several hyperparameters to control overfitting. On top of this, data simulation with traditional models is computationally very demanding, making the use of generative models an alternative for generating simulated Monte Carlo events with similar quality at a lower computational cost. This could help to produce more simulated data statistics available for better sensitivity and more accurate assessment of systematic errors in potential Physics Beyond Standard Model discoveries. In this work, we study the use of generative models based on Deep Learning as faster Monte Carlo event generators in the LHC context, reducing the time and energy cost of currently used methods. In particular, we focus on different configurations of Variational Autoencoders, taking as a starting point the well-known β-VAE and proposing the α-VAE as a new and simpler VAE architecture that improves the results in some experiments. Considerations will be made about the reliability of these simulated data when they are produced with very high statistics.

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Oro-facial-digital syndrome (OFD) is a rare congenital disorder. Its incidence in the general population ranges from less than 1/1.000.000 to 1/250.000 living births. Patients usually present developmental disorders that affect the mouth, face, hands and feet. So far, most of the genes involved are unknown, so diagnosis is clinical. We report the case of a child with oral, facial, and digital alterations, and hearing impairment suggestive of the OFD syndrome. Phenotype was consistent with the type II variant. Discussion is based on the criteria for variants of the syndrome.

Copyright of Revista Médica de Panamá is the property of Academia Panamena Medicina CIR and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Intelligent sensing systems based on the edge-computing paradigm are essential for the implementation of Internet of Things (IoT) and Agriculture 4.0 applications. The development of edge-computing wireless sensing systems is required to improve the sensor's accuracy in soil and data interpretation. Therefore, measuring and processing data at the edge, rather than sending it back to a data center or the cloud, is still an important issue in wireless sensor networks (WSNs). The challenge under this paradigm is to achieve a sustainable operation of the wireless sensing system powered with alternative renewable energy sources, such as plant microbial fuel cells (PMFCs). Consequently, the motivation of this study is to develop a sustainable forage-grass-power fuel cell solution to power an IoT Long-Range (LoRa) network for soil monitoring. The stenotaphrum secundatum grass plant is used as a microbial fuel cell proof of concept, implemented in a 0.015 m 3 -chamber with carbon plates as electrodes. The BQ25570 integrated circuit is employed to harvest the energy in a 4 F supercapacitor, which achieves a maximum generation capacity of 1.8 mW. The low-cost pH SEN0169 and the SHT10 temperature and humidity sensors are deployed to analyze the soil parameters. Following the edge-computing paradigm, the inverse problem methodology fused with a system identification solution is conducted, correcting the sensor errors due to non-linear hysteresis responses. An energy power management strategy is also programmed in the MSP430FR5994 microcontroller unit, achieving average power consumption of 1.51 mW, ∼19% less than the energy generated by the forage-grass-power fuel cell. Experimental results also demonstrate the energy sustainability capacity achieving a total of 18 consecutive transmissions with the LoRa network without the system's shutting down. [ABSTRACT FROM AUTHOR]

Melancholy is a feeling that has accompanied the human being since ancient times. Various authors have tried to understand it from a theological, philosophical and psychological perspective; melancholy is associated with sadness, but is best understood as a "bittersweet" feeling, a mixture of happiness and sadness. A review of a historical document of a colonial prescription was carried out where its components were reviewed one by one by means of a review of the literature in electronic databases. At present it has taken great preponderance due to the increase in symptoms associated with sadness and depression. We have found certain effects that could affect the pathophysiology of melancholy found in the components of the prescription. It is interesting and constructive to review the medical management of melancholy, based on medicinal plants, which were known to improve the mood and quality of life of those who suffered from these symptoms during the colonial period in New Granada. [ABSTRACT FROM AUTHOR]

Copyright of Revista Médica de Panamá is the property of Academia Panamena Medicina CIR and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Medicina Interna de Mexico is the property of Colegio de Medicina Interna de Mexico and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Plant and soil microbial fuel cells (PMFCs and SMFCs, respectively) are bioelectrochemical systems that produce energy using microorganisms as catalysts. This energy can be harvested; however, its impact on biological activity has seldom been explored. To reveal the main characteristics of this impact, we monitored four experimental designs for 20 days under open-sky conditions. The effect of PMFC/SMFC start-up on metabolism was evaluated by photosynthesis of Codiaeum variegatum and heterotrophic soil respiration to determine the short-term effects. To compare the results, a normalized parameter of power density, which considered the PMFC/SMFC configurations, solar irradiance, and soil temperature, was introduced. The highest energy was obtained for the PMFC configuration. The energy harvesting stimulated the photosynthetic rate of C. variegatum up to two times with respect to its normal values, while the heterotrophic soil respiration decreased 30%. Thus, in the PMFC and SMFC start-up operations, the increase in soil temperature due to energy harvesting suggests that soil temperature is the most relevant parameter influencing plant metabolism and energy generation. These results open a new pathway for understanding the bioregulation of plants/soil when subjected to energy harvesting. [ABSTRACT FROM AUTHOR]

Copyright of Gaceta Médica de Caracas is the property of Academia Nacional de Medicina and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Gaceta Médica de Caracas is the property of Academia Nacional de Medicina and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Multimodality is an integral characteristic of Audiovisual Translation. Regardless of type and genre, audiovisual texts (i.e. film, TV series, videogame) are above all semiotic constructs comprising several signifying codes that operate simultaneously in the production of meaning. While audiences mechanically receive and interpret the information transmitted by each of these codes and signs, audiovisual translators must know their functioning and consider their possible impact on translation operations. In this context, images represent one of the major challenges to ensure coherence within audiovisual translation. This paper sets out to explore the main strategies used to explicit iconographic information in the target text. These practices typically involve, but are not limited to, the inclusion of linguistic signs related to the icon as well as the inclusion of signs belonging to other meaning codes, thanks to the possibilities that new technologies and digitalization now offer. Linked to the notions of transcreation and localization, these help target audiences fill gaps in the understanding of audiovisual texts, but also promote overtranslation. This may lead to an extreme domestication, a phenomenon in which foreign cultures would be erased. In this regard, we wonder if such practices will not assume a paternalistic approach to target audiences. [ABSTRACT FROM AUTHOR]

Copyright of Gaceta Médica de Caracas is the property of Academia Nacional de Medicina and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Revista Mexicana de Anestesiología is the property of Colegio Mexicano de Anestesiologia and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Gaceta Médica de Caracas is the property of Academia Nacional de Medicina and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Gaceta Médica de Caracas is the property of Academia Nacional de Medicina and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Cirugía y Cirujanos is the property of Publicidad Permanyer SLU and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Archivos de Cardiología de México is the property of Publicidad Permanyer SLU and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Revista Colombiana de Obstetricia y Ginecologia is the property of Federacion Colombiana de Asociaciones de Obstetricia y Ginecologia and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Copyright of Colombia Medica is the property of Universidad del Valle and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Starting from a study on the centralized system of conditioned air of a hotel of Varadero, that at the moment presents problems with area number one of rooms in relation to their air conditioning, an analysis is made evaluating the secondary system of cold water of this system. Of the existing problems are solved with this investigation, economic benefits it would be obtained for the hotel as well as a greater comfort in the rooms, making this hotel a competitive one, without any unjustified consumption of energy. [ABSTRACT FROM AUTHOR]

Background: Colombia has a mestizo population and the prevalence of haemoglobin variants varies according to each region, but heterozygous carriers can be found in all of them., Aim: To characterise sickle cell disease (SCD) haematologically, biochemically, and molecularly, and detect classic haplotypes by DNA sequencing in a group of samples from Bolívar, Colombia., Subjects and Methods: Blood samples were collected after informed consent from volunteers from eight communities in the Bolívar department, plus samples from the Pacific region, Providencia Island, and Bogotá were included. Data were obtained from: (1) haematological analyses; (2) biochemical tests: dHPLC was used to determine haemoglobin (Hb); and (3) DNA sequencing data through five SNPs., Results: 101 samples were identified by rs334 through Sanger's Sequencing, structural haemoglobinopathies HbAS (34.65%), HbSS (2.97%) and HbAC (1.98%) were found. When contrasting the Hb identification results between SNP rs334 Vs. dHPLC/Isoelectric Focusing (IEF), a coincidence was found in 39/43 samples analysed, therefore, when comparing these techniques, a significant correlation was found (Pearson's correlation coefficient r  = 0.998). 26 samples previously analysed by rs334 were classified into classical haplotypes CAR (50.0%), BEN (30.76%), CAM (7.69%), SEN (3.84%), and ATP-I (7.69%)., Conclusions: SCD characterisation and SNPs-based classification through Sanger's DNA sequencing have not been performed before in Colombia. The results of this work will make it possible to expand the data or records of carriers and those affected, which will benefit patients and their families.

Sickle cell anemia is a type of hemoglobinopathy characterized by a specific mutation in the beta globin gene with the consequent generation of an unstable hemoglobin that crystallizes in a state of hypoxia. This causes a change in the structure of the red blood cell, which ends up producing vaso-occlusion with the corresponding clinical complications for the patient. Worldwide, various diagnostic tests have been developed that allow the appropriate approach to the affected patient. These include techniques for the determination of hemoglobin and the use of molecular markers, among others. There are new therapeutic alternatives to the use of hydroxyurea and L-glutamine, such as the use of gene therapy tools. The most recent experimental trials are exploring gene editing techniques.

Objective: To analyze a medical prescription from the 18th century in the New Kingdom of Granada, nowadays Colombia, used in the treatment of soft tissue injuries, specifically wounds and skin ulcers., Method: A documentary search was conducted in the Cipriano Rodríguez Santamaria Historical Archive of the Octavio Arizmendi Posada Library, at Universidad de La Sabana (Chía, Colombia), and a review of the literature available in electronic databases., Results and Conclusion: The colonial medical prescription mentions the benefits of lead acetate in poultice for inflammatory processes in general and skin alterations. However, its use is not recommended due to its potential cytotoxic effect at tissue level in various organs., (Copyright: © 2021 Permanyer.)

The 22q11.2 deletion syndrome (22q11.2DS) is present in approximately 5 to 8% of patients with cleft lip, palate, or both (CL/P) and 75 to 80% of patients with congenital heart disease (CHD). In a literature review, we consider this association of 22q11.2DS in pediatric patients with CL/P and CHD. Early diagnosis of 22q11.2DS in pediatric patients with CL/P and CHD helps to optimize a multidisciplinary treatment approach for 22q11DS. Early diagnosis, thereby, can improve quality of life for these patients and awareness of other potential clinical implications that may require attention throughout the patient's life., Competing Interests: Conflict of Interest None declared., (© Thieme Medical Publishers.)

The human being, throughout history, has used plants to prevent and cure diseases. It is important to know that for a long time, the mechanism through which those plants worked was unknown, making herbal medicine a purely empirical science. Medical prescriptions in the 19 th century in the Kingdom of Nueva Granada were considered a significant medical advance as a result of knowledge and medical practices in the old continent. Medical literature of the time achieved, despite the lack of studies, the development of new schemes with exact dosages and new therapeutic possibilities. The medical prescription presented in this article was used in the management of heart palpitations, a frequent symptom nowadays, described as thoracic and/or neck beating, underlying various cardiac and non-cardiac diseases. The recipe for the palpitations of the historical archive "Cipriano Rodríguez Santa María" is a mixture of herbal agents that, as reviewed in the medical literature, showed to have anti-inflammatory, anxiolytic, and antioxidant effects, among others, allowing a beneficial effect on cardiac palpitations. Due to the lack of information on the posology, safety in its use, contraindications, and possible adverse effects, its potential use should have been underestimated at that time for the control of palpitations or as phytochemical agents directed to treat diseases causing this symptom., (Copyright: © 2020 Permanyer.)

The human being, throughout history, has used plants to prevent and cure diseases. It is important to know that for a long time, the mechanism through which those plants worked was unknown, making herbal medicine a purely empirical science. Medical prescriptions in the 19th century in the Kingdom of Nueva Granada were considered a significant medical advance, as a result of knowledge and medical practices in the old continent. Medical literature of the time achieved, despite the lack of studies, the development of new schemes with exact dosages and new therapeutic possibilities. The medical prescription presented in this article was used in the management of heart palpitations, a frequent symptom nowadays, described as thoracic and/or neck beating, underlying various cardiac and non-cardiac diseases. The recipe for the palpitations of the historical archive "Cipriano Rodríguez Santa María" is a mixture of herbal agents that, as reviewed in the medical literature, showed to have anti-inflammatory, anxiolytic, and antioxidant effects, among others, allowing a beneficial effect on cardiac palpitations. Due to the lack of information on the posology, safety in its use, contraindications and possible adverse effects, its potential use should have been underestimated at that time for the control of palpitations or as phytochemical agents directed to treat diseases causing this symptom., (Copyright: © 2020 Permanyer.)

Glial cells (also known as glia or neuroglia) are structures which are found in large numbers throughout the nervous system, fulfilling multiple functions, such as regulating the synapses, providing structure, support and nutrition, contributing towards the immune response and tissue oxygenation. Knowledge regarding glial cells has increased during the last few years, since Virchow defined them as supporting connective tissue, followed by Ramón y Cajal who described them as tissue in themselves, until today when a first order physiological role has been recognised for them and a leading role in the appearance and progression of various pathological processes, primarily in the group of Neurodegenerative Diseases (ND). The ND represents a group of pathologies which gradually cause the degeneration of nervous tissue, have a broad spectrum regarding their appearance and, in some cases, are the direct consequence of genetic alterations leading to physiological changes in the nervous system. The present article has thus been aimed at describing glial cells' genetic interaction with ND through a systemic review of the pertinent literature. The mechanisms through which the different classes of glial cells become involved in the appearance of ND are poorly understood; however, evidence indicates that their role could be a critical factor in these pathologies' appearance, regulation and chronicity, these being largely determined by different types of cellular interactions and interaction with the microenvironment. This review shows that ND genetics regarding glial cells' cellular, molecular and genetic functioning represents a complex and understudied process; studying these factors could be a key step for ascertaining the origin of these pathologies, thereby leading to more effective therapies being developed., (Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.org.)

Introduction: The totally extraperitoneal endoscopic approach in the surgery of the inguinal hernia has experienced an important change, enabling a mesh to be implanted in the pre-peritoneal space with a comfortable access, as well as contributing to the advantages of minimally invasive surgery (less post-operative pain and a faster recovery). The objective of this study is to analyse the results of TEP endoscopic hernioplasty, mainly in the repair of bilateral hernias and recurrences or multiple recurrences., Material and Methods: A total of 250 TEP endoscopic hernioplasties have been performed on 150 patients in the las 5 years. The majority (63%) of the patients subjected to surgery had bilateral hernias, and 16%, recurrent. Large and complicated iguinal-scrotal hernias were excluded. A short stay regimen was followed, establishing a protocol of, analgesia, antibiotic, antithrombotic prophylaxis, and collection of post-surgical data such as analgesia demand. The patients were given a questionnaire on discharge, in which they filled in the fields on post-surgical pain, as well as an attached satisfaction questionnaire., Results: The reduced need for post-surgical analgesia was noteworthy in this series, being totally unnecessary at 24h in 70 patients (46.6%), reaching 121 (80.6%) one month after surgery. There were 6 cases (4%) of reconversion, always due to opening of the peritoneal sac. There were no wound infections, 2% mild orchiepididymitis, 6 (2.4%) recurrence, and one (0.4%) inguinal neuralgia. There was a high level of satisfaction (95%)., Conclusions: TEP endoscopic hernioplasty is a very effective and safe procedure in the hands of experienced surgeons with specific training. It is an interesting option in bliateral and recurrent hernia as it obtains satisfactory results in terms of postoperative pain and morbidity., (Copyright © 2011 AEC. Published by Elsevier Espana. All rights reserved.)