Liver PDFF estimation using a multi-decoder water-fat separation neural network with a reduced number of echoes.

OBJECTIVE: To accurately estimate liver PDFF from chemical shift-encoded (CSE) MRI using a deep learning (DL)-based Multi-Decoder Water-Fat separation Network (MDWF-Net), that operates over complex-valued CSE-MR images with only 3 echoes. METHODS: The proposed MDWF-Net and a U-Net model were independently trained using the first 3 echoes of MRI data from 134 subjects, acquired with conventional 6-echoes abdomen protocol at 1.5 T. Resulting models were then evaluated using unseen CSE-MR images obtained from 14 subjects that were acquired with a 3-echoes CSE-MR pulse sequence with a shorter duration compared to the standard protocol. Resulting PDFF maps were qualitatively assessed by two radiologists, and quantitatively assessed at two corresponding liver ROIs, using Bland Altman and regression analysis for mean values, and ANOVA testing for standard deviation (STD) (significance level: .05). A 6-echo graph cut was considered ground truth. RESULTS: Assessment of radiologists demonstrated that, unlike U-Net, MDWF-Net had a similar quality to the ground truth, despite it considered half of the information. Regarding PDFF mean values at ROIs, MDWF-Net showed a better agreement with ground truth (regression slope = 0.94, R2 = 0.97) than U-Net (regression slope = 0.86, R2 = 0.93). Moreover, ANOVA post hoc analysis of STDs showed a statistical difference between graph cuts and U-Net (p < .05), unlike MDWF-Net (p = .53). CONCLUSION: MDWF-Net showed a liver PDFF accuracy comparable to the reference graph cut method, using only 3 echoes and thus allowing a reduction in the acquisition times. CLINICAL RELEVANCE STATEMENT: We have prospectively validated that the use of a multi-decoder convolutional neural network to estimate liver proton density fat fraction allows a significant reduction in MR scan time by reducing the number of echoes required by 50%. KEY POINTS: • Novel water-fat separation neural network allows for liver PDFF estimation by using multi-echo MR images with a reduced number of echoes. • Prospective single-center validation demonstrated that echo reduction leads to a significant shortening of the scan time, compared to standard 6-echo acquisition. • Qualitative and quantitative performance of the proposed method showed no significant differences in PDFF estimation with respect to the reference technique.

An online survey of UK women's attitudes to having children, the age they want children and the effect of the COVID-19 pandemic.

STUDY QUESTION: What are women's views on having children, including the age they want to have them and other influences such as the coronavirus disease 2019 (COVID-19) pandemic? SUMMARY ANSWER: Women's views on having children, at their preferred age of 30 years, included their maternal urge and concerns about their biological clock and stability, while 19% said COVID-19 had affected their views. WHAT IS KNOWN ALREADY: Women globally are delaying the birth of their first child, with the average age of first birth approaching 32 years in some countries. The average age women have their first child in the UK is 30.7 years and over 50% of women aged 30 years are childless. The fertility rate stands at 1.3 in several European Union countries. Some people are not having their desired family size or are childless by circumstance. It is essential to understand people's attitudes to having children in different countries to identify trends so we can develop educational resources in an age-appropriate manner. STUDY DESIGN, SIZE, DURATION: We conducted an anonymous, online survey of multiple choice and open-ended questions. The survey was live for 32 days from 15 May 2020 to 16 June 2020 and was promoted using social media. PARTICIPANTS/MATERIALS, SETTING, METHODS: A total of 887 women from 44 countries participated in the survey. After filtering out women who did not consent, gave blank or incomplete responses, and those not in the UK, 411 responses remained. From the data, three areas of questioning were analysed: their views on having children, the ideal age they want to have children and the effects of the COVID-19 pandemic. Qualitative data were analysed by thematic analysis. MAIN RESULTS AND THE ROLE OF CHANCE: The average age (±SD) of the women who completed the survey was 32.2 years (±5.9), and they were mainly heterosexual (90.8%) and 84.8% had a university education. One-third of women were married/in a civil partnership (37.7%) and 36.0% were cohabitating. In relation to their views on having children, the main themes identified were: the maternal urge, the ticking of the biological clock, why did no one teach us this?, the need for stability and balance in their life, pressure to start a family and considering other ways to have a family. When asked 'In an ideal world, at what age approximately would you like to have had or have children?' a normal distribution was observed with a mean age of 29.9 (±3.3) years. When asked 'What factors have led you to decide on that particular age?' the most frequent choice was 'I am developing my career'. Three themes emerged from the qualitative question on why they chose that age: the need for stability and balance in their life, the importance of finding the right time and life experiences. The majority of women felt that the COVID-19 pandemic had not affected their decision to have children (72.3%), but 19.1% said it had. The qualitative comments showed they had concerns about instability in their life, such as finances and careers, and delays in fertility treatment. LIMITATIONS, REASONS FOR CAUTION: The survey was promoted on social media only and the women who answered the survey were highly educated. WIDER IMPLICATIONS OF THE FINDINGS: The women surveyed ideally want children at age 30 years but there are obstacles in their way, such as the need to develop their career. Global tailored fertility education is essential to ensure people make informed reproductive choices. In addition, it is essential for supportive working environments and affordable childcare to be in place in every country. STUDY FUNDING/COMPETING INTEREST(S): J.C.H. is founder of www.globalwomenconnected.com and Reproductive Health at Work, and author of the book Your Fertile Years. This project was funded by the Institute for Women's Health, UCL. TRIAL REGISTRATION NUMBER: N/A.

New Approaches to Exciting Exergame-Experiences for People with Motor Function Impairments.

The work presented here suggests new ways to tackle exergames for physical rehabilitation and to improve the players' immersion and involvement. The primary (but not exclusive) purpose is to increase the motivation of children and adolescents with severe physical impairments, for doing their required exercises while playing. The proposed gaming environment is based on the Kinect sensor and the Blender Game Engine. A middleware has been implemented that efficiently transmits the data from the sensor to the game. Inside the game, different newly proposed mechanisms have been developed to distinguish pure exercise-gestures from other movements used to control the game (e.g., opening a menu). The main contribution is the amplification of weak movements, which allows the physically impaired to have similar gaming experiences as the average population. To test the feasibility of the proposed methods, four mini-games were implemented and tested by a group of 11 volunteers with different disabilities, most of them bound to a wheelchair. Their performance has also been compared to that of a healthy control group. Results are generally positive and motivating, although there is much to do to improve the functionalities. There is a major demand for applications that help to include disabled people in society and to improve their life conditions. This work will contribute towards providing them with more fun during exercise.

Efficient Forest Fire Detection Index for Application in Unmanned Aerial Systems (UASs).

This article proposes a novel method for detecting forest fires, through the use of a new color index, called the Forest Fire Detection Index (FFDI), developed by the authors. The index is based on methods for vegetation classification and has been adapted to detect the tonalities of flames and smoke; the latter could be included adaptively into the Regions of Interest (RoIs) with the help of a variable factor. Multiple tests have been performed upon database imagery and present promising results: a detection precision of 96.82% has been achieved for image sizes of 960 × 540 pixels at a processing time of 0.0447 seconds. This achievement would lead to a performance of 22 f/s, for smaller images, while up to 54 f/s could be reached by maintaining a similar detection precision. Additional tests have been performed on fires in their early stages, achieving a precision rate of p = 96.62%. The method could be used in real-time in Unmanned Aerial Systems (UASs), with the aim of monitoring a wider area than through fixed surveillance systems. Thus, it would result in more cost-effective outcomes than conventional systems implemented in helicopters or satellites. UASs could also reach inaccessible locations without jeopardizing people's safety. On-going work includes implementation into a commercially available drone.

Epidermal growth factor receptor expression in different subtypes of oral lichenoid disease.

UNLABELLED: The oral lichenoid disease (OLD) includes different chronic inflammatory processes such as oral lichen planus (OLP) and oral lichenoid lesions (OLL), both entities with controversial diagnosis and malignant potential. Epidermal growth factor receptor (EFGR) is an important oral carcinogenesis biomarker and overexpressed in several oral potentially malignant disorders. OBJECTIVES: To analyze the EGFR expression in the OLD to find differences between OLP and OLL, and to correlate it with the main clinical and pathological features. MATERIAL AND METHODS: Forty-four OLD cases were studied and classified according to their clinical (Group C1: only papular lesions / Group C2: papular and other lesions) and histopathological features (Group HT: OLP-typical / Group HC: OLP-compatible) based in previous published criteria. Standard immunohistochemical identification of EGFR protein was performed. Comparative and descriptive statistical analyses were performed. RESULTS: Thirty-five cases (79.5%) showed EGFR overexpression without significant differences between clinical and histopathological groups (p<0.05). Histological groups showed significant differences in the EGFR expression pattern (p=0.016). Conlusions: All OLD samples showed high EGFR expression. The type of clinical lesion was not related with EGFR expression; however, there are differences in the EGFR expression pattern between histological groups that may be related with a different biological profile and malignant risk.

Psychometric Properties of the Death Anxiety Scale for Adult Chronic Patients.

INTRODUCTION: Death anxiety is a predictor of exacerbations in both physical and psychological symptoms of chronic diseases. Therefore, having short and easy-to-apply instruments to assess the presence of death anxiety and adopting a multidisciplinary approach to address it are important. METHOD: This study analyzes the psychometric properties of the Death Anxiety Scale (DAS) developed by Donald Templer in a Colombian population of adult patients diagnosed with a chronic disease. The original instrument was linguistically, conceptually, and culturally adapted to Colombian Spanish to be subsequently applied to 301 adult patients with chronic diseases. RESULTS: The exploratory factor analysis revealed a 3-factor structure, with a variance of 47%. Internal consistency was observed (Cronbach's alpha: 0.71; McDonald's omega: 0.76; Guttman's lambda 6 (G6): 0.74; greatest lower bound: 0.54). A correlation coefficient of 0.64 was found between the total score of the DAS and the Beck Anxiety Inventory. CONCLUSION: When comparing the results with the versions of the DAS in Spanish from Mexico and Spain, variability in the psychometric properties was observed; therefore, language cannot be assumed to be a guarantee of the reliability and validity of the instrument.

[Association between drug consumption and depression among high school students]. / Consumo de sustancias y síntomas depresivos en escolares de liceos municipales de Santiago.

BACKGROUND: The presence of emotional problems may trigger drug abuse. AIM: To determine the association between illicit drug use and severity of depression symptoms among students of public secondary schools in Santiago, Chile. MATERIAL AND METHODS: A probabilistic sample of 2,597 adolescents aged between 12 and 18 years (45% women), attending first year in public high-schools in Santiago, answered self-report questionnaires about consumption, during the last 30 days ,of alcohol, tobacco and marihuana, and the Beck Depression Inventory - II. Logistic regression models were used to study the association between drug use and severity of depression symptoms, adjusting by sex. RESULTS: Tobacco and marihuana use was reported by 38 and 13% of students, respectively. Frequency of consumption was significantly higher among women. Mild, moderate or severe depressive symptoms were found among 16%, 14% and 9% of students, respectively. Depressive symptoms were more common among women. There was a significant association between drug use and severity of depression among participants of both genders. CONCLUSIONS: The association between depressive symptoms and drug use should be considered on the design of treatment guidelines for these health problems in Chile.

Central retinal artery occlusion and subsequent amaurosis fugax in the contralateral eye associated with the G20210A prothrombin gene (F2) variant: a case report.

PURPOSE: Report the case of a patient with a history of central retinal artery occlusion in her right eye and amaurosis fugax associated with acute ischemic changes in her left eye related to a prothrombin G20210A gene variant, in which OCT-A was used as a diagnostic and therapeutic tool. CASE PRESENTATION: 55-year-old woman with a history of central retinal artery occlusion in her right eye and prothrombin gene G20210A (F2) variant diagnosis. She presented to our consultation with amaurosis fugax in her left eye. As medical history, she had an episode of bilateral posterior scleritis diagnosed asynchronously with the current episode. Vascular, autoimmune, and metabolic prothrombotic diseases were ruled out. OCT-A showed areas suggesting acute ischemia consistent with macular retinopathy in her left eye. Anticoagulant therapy with Apixaban was initiated, considering the risk for her vision. Control OCT-A showed perfusion improvement in the previous site of the occlusive vascular event. We also considered the extent of the inflammatory response due to posterior scleritis as a differential diagnosis. Nevertheless, it is less likely, considering the temporality between scleritis and the retinal-vascular episodes. CONCLUSIONS: While the G20210A prothrombin gene (F2) variant is a rare cause of retinal artery occlusion, it is important to consider it a differential diagnosis. Good visual outcomes can be achieved with prompt initiation of antithrombotic treatment. In addition, OCT-A is useful for diagnosing ischemic retinal changes that cannot be observed with other diagnostic methods and monitoring them.

Dmitri Shostakovich: a work of virtuosity or a profitable misfortune?

Dmitri Shostakovich was one of the greatest composers of 20th century, famous for his piano and violin compositions. One of the compositions, the 5th symphony, is arguably his greatest work, which brought him back to the grace of the Soviet authorities in a moment of a political crisis in Russia. Among the experts, there is a theory which supports that Shostakovich's talent was due to a traumatic brain injury involving a shrapnel. Moreover, he might have suffered from a neurodegenerative process throughout his life. In this paper, we intend to discuss these viewpoints.

The Sword of Damocles: Living with Neurofibromatosis Type 1.

Both as a physician and as a patient, having neurofibromatosis type 1 has been an important part of my life. In my practice as a physician and as a professor, I have tried to reflect on the reality of living with a genetic condition and how it affects the way I live and practice medicine.

Ondine's curse: the origin of the myth.

Central alveolar hypoventilation syndrome has been known for decades as Ondine's curse. It was named as such after a German myth. Although most of the stories resemble one another, word of mouth has led to misinterpretation of this tale among the medical community. The present paper reviews the original narrative, its characters, and how it is linked to the most relevant aspects of the disease.

Congenital amusia and academic performance among Colombian university students.

BACKGROUND: Congenital amusia is a rare neurogenetic and neuropsychological condition which hinders the ability to recognize variations in all aspects of a musical piece. Although previous studies have determined the prevalence of congenital amusia in the general population, few have studied its presence among university students. Findings regarding the association between this condition and academic performance are equivocal, although evidence suggests that musical training improves scholastic achievement. METHODS: We conducted a cross-sectional study on a sample of 383 university students, all pursuing health-related degrees, comparing their class rank with their performance on the BRAMS Online Test for amusia. RESULTS: We found a prevalence of 0.52% for pitch-based amusia. When applying the Off-Scale test failure criterion for the definition of amusia in our sample, we found a prevalence of 4.4%. Logistic models showed an increase in risk of poor academic performance (lowest quartile) in subjects who failed the off-scale test (Odds Ratio: 7.14 95% CI 2.59-19.6) and who met any of the described definitions of amusia (Odds Ratio: 4.89 95% CI 2.24-10.7). CONCLUSIONS: Both musical training and self-report of musical ability significantly affected test results. Although musical education shows some effect over academic performance, further studies are required to determine if this is due to differential effects in subjects with and without amusia.

Assessment of nutrition and learning skills in children aged 5-11 years old from two elementary schools in Chocó, Colombia.

BACKGROUND: Malnutrition has been identified as a factor in growth and learning. The current study aimed to determine the nutritional status and basic learning skills of children from Chocó, Colombia. METHODS: We conducted a cross-sectional study of 631 children aged 5-11 years from two schools, collecting anthropometric measurements, nutritional quality surveys and sociodemographic data. Neuropsychological batteries were applied. RESULTS: A total of 523 children were evaluated, with an average age of 8.49 ± 2.1 years. The results revealed that 2.9% of children were underweight, 0.4% were severely underweight, and 4.8% were diagnosed as having stunted growth. In addition, 71.8% of children were unable to draw a human figure. Beery-Buktenica Visual-Motor Integration test (VMI) performance was below the scores expected for these age groups in 73.9% of children. Battery of Differential and General Abilities (BADYG) performance revealed limited verbal skills. In a subsample of 117 children, anemia was detected in 12.8% of cases, and iron deficiency was present in 44.4% of cases. Global malnutrition was associated with impairments in BADYG performance (OR: 1.98; 95% CI: 1.07-3.86). CONCLUSIONS: The current results revealed that learning performance was below the expected level for children in these age groups across all of the applied tests. Although malnutrition could partially explain the poor performance of children in tests of learning abilities, additional factors are likely to be involved.

MoKey: A versatile exergame creator for everyday usage.

Currently, virtual applications for physical exercises are highly appreciated as rehabilitation instruments. This article presents a middleware called "MoKey" (Motion Keyboard), which converts standard off-the-shelf software into exergames (exercise games). A configurable set of gestures, captured by a motion capture camera, is translated into the key strokes required by the chosen software. The present study assesses the tool regarding usability and viability on a heterogeneous group of 11 participants, aged 5 to 51, with moderate to severe disabilities, and mostly bound to a wheelchair. In comparison with FAAST (The Flexible Action and Articulated Skeleton Toolkit), MoKey achieved better results in terms of ease of use and computational load. The viability as an exergame creator tool was proven with help of four applications (PowerPoint®, e-book reader, Skype®, and Tetris). Success rates of up to 91% have been achieved, subjective perception was rated with 4.5 points (from 0-5). The middleware provides increased motivation due to the use of favorite software and the advantage of exploiting it for exercise. Used together with communication software or online games, social inclusion can be stimulated. The therapists can employ the tool to monitor the correctness and progress of the exercises.

Désiré-Magloire Bourneville and his contributions to pediatric neurology.

Désiré-Magloire Bourneville ought to be thought of as the father of Pediatric Neurology for his significant contributions to the field. He worked as a physician, politician, writer, and editor. He was the first to describe the autosomal dominant genetic condition known as "tuberous sclerosis complex", after conducting an autopsy on a young female patient, where the main finding in the central nervous system was multiple dense tubers. The patient had refractory epilepsy and intellectual disability. His work was based on the study of epilepsy and idiocy, and he was also an advocate of public health and social medicine education; creating day hospital programs for children with this type of neurologic disease.

Conformación de la red de gestión de conocimiento, investigación e innovación en salud materna en Colombia

Objetivo: Establecer la metodología y los principales actores en la conformación de una red de gestión de conocimiento, investigación e innovación en salud materna en Colombia. Metodología: Enfoque triangular, cuyo componente principal es cualitativo con complemento cuantitativo, de alcance descriptivo, articulado en tres procesos centrales: levantamiento de información, sistemas de información y generación del conocimiento; dividido en dos etapas: planificación - conformación y madurez - sostenibilidad. Resultados: La información recolectada permitió identificar los actores que trabajan en áreas relacionadas a la salud materna en los territorios y los tipos de actividades que estos realizan: social, académica, investigativa, prestación de servicios de salud. Se delimitaron cinco regiones geográficas de influencia donde intervienen los actores, el 66,7% (97) se encuentran ubicados en la región andina, el 21,1% (31) se encuentran ubicados en la región caribe; el 6,1% (9) se encuentran ubicado en la región amazonia y el 2,7 % (4) se encuentra ubicados tanto en la región de la Orinoquia y 3,4% (5) de la región pacífica. Conclusiones: La conformación de esta red proporcionará una plataforma estratégica para la generación y gestión del conocimiento en salud materna que permitirá impulsar proyectos de investigación e innovación de manera colaborativa, apoyando la toma de decisiones para la intervención, desarrollo e implementación de políticas nacionales de salud pública en el marco del cumplimiento de los Objetivos de Desarrollo Sostenible en Colombia

Objective: To establish the methodology and the main actors to forming a knowledge management, research, and innovation network in maternal health in Colombia. Methods: A triangular approach, whose main component is qualitative with a quantitative complement, with a descriptive scope, articulated in three main processes: information gathering, information systems and knowledge generation; divided into two stages: planning - conformation and maturity - sustainability. Results: The information collected made it possible to identify the actors who work in areas related to maternal health in the territories and the types of activities they carry out: social, academic, research, provision of health services. Five geographical regions of influence where the actors intervene were delimited, 66.7% (97) are in the Andean region, 21.1% (31) are located in the Caribbean region; 6.1% (9) are located in the Amazon region and 2.7% (4) are located both in the Orinoquia region and 3.4% (5) in the Pacific region. Conclusions: The formation of this network will provide a strategic platform for the generation and management of knowledge in maternal health that allows promoting research and innovation projects in a collaborative manner, supporting decision-making for the intervention, development, and implementation of national health policies in the framework of compliance with the Sustainable Development Goals in Colombia

The Sound of Jacqueline du Pré: Revisiting her Medical and Musical History.

Jacqueline du Pré was a British cellist, famous for her masterful interpretations and her passionate style of playing. Her outstanding musical career was, unfortunately, cut short by multiple sclerosis. In the present paper, we conduct a historical and medical analysis of her life story, discussing a few aspects regarding her illness and treatment options available at the time of her diagnosis.

Stendhal syndrome: a clinical and historical overview.

It could be argued that one of the few unifying qualities all human beings share is the ability to appreciate beauty. While the object of beauty may change from one person to another, the awe and the thrill experienced by an enthralled beholder remains the same. Sometimes, this experience can be so overwhelming it can bring someone to the edge of existence. A very rare condition, known as aesthetic syndrome and, more commonly, Stendhal syndrome, entails a clinical phenomenon in which the presence of a beautiful piece of work or architecture causes dysautonomic symptoms such as tachycardia, diaphoresis, chest pains and loss of consciousness. We present an historical and clinical review of this condition.

James Parkinson and his essay on "shaking palsy", two hundred years later.

In 1817, British physician James Parkinson published a 66-page document entitled "Essay on the Shaking Palsy". This brief text became a classical and fundamental piece in the history of medicine and, in particular, of neurology. The authors of this article wish to pay tribute to this great pioneer of neurology, 200 years after the publication of his findings, which would, in turn, immortalize his name and give rise to the renaming on the entity in 1860 by Professor Jean Martin Charcot, father of neurology. It would be known, henceforth as Parkinson's disease.

Pan, Syrinx and syringomyelia.

Many myths and legends have had a deep influence on modern language, and on modern medical vernacular. The terms "syrinx" and "panic"are two of the most characteristic examples and their use in neurology and other specialties is well known. This article reviews the history of these words in Greek mythology and their use in modern medicine. It is known by very few that clinical symptoms or conditions, such as syringomyelia and panic attacks, have a mythological origin in their definition and naming.