London : Sherwood, Gilbert, & Piper, 1844.

Berlin : J.W. Boike, 1828-49.

München [Munich] : Fr. Hanfstaengl, [between 1870 and 1879?]

Rockville, Maryland : National Institute on Drug Abuse, [1983]

Rockville, Maryland : National Institute on Drug Abuse, 1988.

Methods for generating synthetic data have become of increasing importance to build large datasets required for Convolution Neural Networks (CNN) based deep learning techniques for a wide range of computer vision applications. In this work, we extend existing methodologies to show how 2D thermal facial data can be mapped to provide 3D facial models. For the proposed research work we have used tufts datasets for generating 3D varying face poses by using a single frontal face pose. The system works by refining the existing image quality by performing fusion based image preprocessing operations. The refined outputs have better contrast adjustments, decreased noise level and higher exposedness of the dark regions. It makes the facial landmarks and temperature patterns on the human face more discernible and visible when compared to original raw data. Different image quality metrics are used to compare the refined version of images with original images. In the next phase of the proposed study, the refined version of images is used to create 3D facial geometry structures by using Convolution Neural Networks (CNN). The generated outputs are then imported in blender software to finally extract the 3D thermal facial outputs of both males and females. The same technique is also used on our thermal face data acquired using prototype thermal camera (developed under Heliaus EU project) in an indoor lab environment which is then used for generating synthetic 3D face data along with varying yaw face angles and lastly facial depth map is generated.

Segmentation of cardiac images, particularly late gadolinium-enhanced magnetic resonance imaging (LGE-MRI) widely used for visualizing diseased cardiac structures, is a crucial first step for clinical diagnosis and treatment. However, direct segmentation of LGE-MRIs is challenging due to its attenuated contrast. Since most clinical studies have relied on manual and labor-intensive approaches, automatic methods are of high interest, particularly optimized machine learning approaches. To address this, we organized the "2018 Left Atrium Segmentation Challenge" using 154 3D LGE-MRIs, currently the world's largest cardiac LGE-MRI dataset, and associated labels of the left atrium segmented by three medical experts, ultimately attracting the participation of 27 international teams. In this paper, extensive analysis of the submitted algorithms using technical and biological metrics was performed by undergoing subgroup analysis and conducting hyper-parameter analysis, offering an overall picture of the major design choices of convolutional neural networks (CNNs) and practical considerations for achieving state-of-the-art left atrium segmentation. Results show the top method achieved a dice score of 93.2% and a mean surface to a surface distance of 0.7 mm, significantly outperforming prior state-of-the-art. Particularly, our analysis demonstrated that double, sequentially used CNNs, in which a first CNN is used for automatic region-of-interest localization and a subsequent CNN is used for refined regional segmentation, achieved far superior results than traditional methods and pipelines containing single CNNs. This large-scale benchmarking study makes a significant step towards much-improved segmentation methods for cardiac LGE-MRIs, and will serve as an important benchmark for evaluating and comparing the future works in the field.

Chao Du, S. C. Kou.

Source: Statistical Science, Volume 35, Number 1, 75--91.

Abstract:
Toward the last quarter of the 20th century, the emergence of single-molecule experiments enabled scientists to track and study individual molecules’ dynamic properties in real time. Unlike macroscopic systems’ dynamics, those of single molecules can only be properly described by stochastic models even in the absence of external noise. Consequently, statistical methods have played a key role in extracting hidden information about molecular dynamics from data obtained through single-molecule experiments. In this article, we survey the major statistical methodologies used to analyze single-molecule experimental data. Our discussion is organized according to the types of stochastic models used to describe single-molecule systems as well as major experimental data collection techniques. We also highlight challenges and future directions in the application of statistical methodologies to single-molecule experiments.

Barbara J. Weiland
Jan 28, 2015; 35:1505-1512
Neurobiology of Disease

Catherine Orr
Mar 6, 2019; 39:1817-1827
BehavioralSystemsCognitive

Although the etiology of schizophrenia is still unknown, it is accepted to be a neurodevelopmental disorder that results from the interaction of genetic vulnerabilities and environmental insults. Although schizophrenia's pathophysiology is still unclear, postmortem studies point toward a dysfunction of cortical interneurons as a central element. It has been suggested that alterations in parvalbumin-positive interneurons in schizophrenia are the consequence of a deficient signaling through NMDARs. Animal studies demonstrated that early postnatal ablation of the NMDAR in corticolimbic interneurons induces neurobiochemical, physiological, behavioral, and epidemiological phenotypes related to schizophrenia. Notably, the behavioral abnormalities emerge only after animals complete their maturation during adolescence and are absent if the NMDAR is deleted during adulthood. This suggests that interneuron dysfunction must interact with development to impact on behavior. Here, we assess in vivo how an early NMDAR ablation in corticolimbic interneurons impacts on mPFC and ventral hippocampus functional connectivity before and after adolescence. In juvenile male mice, NMDAR ablation results in several pathophysiological traits, including increased cortical activity and decreased entrainment to local gamma and distal hippocampal theta rhythms. In addition, adult male KO mice showed reduced ventral hippocampus-mPFC-evoked potentials and an augmented low-frequency stimulation LTD of the pathway, suggesting that there is a functional disconnection between both structures in adult KO mice. Our results demonstrate that early genetic abnormalities in interneurons can interact with postnatal development during adolescence, triggering pathophysiological mechanisms related to schizophrenia that exceed those caused by NMDAR interneuron hypofunction alone.

SIGNIFICANCE STATEMENT NMDAR hypofunction in cortical interneurons has been linked to schizophrenia pathophysiology. How a dysfunction of GABAergic cortical interneurons interacts with maturation during adolescence has not been clarified yet. Here, we demonstrate in vivo that early postnatal ablation of the NMDAR in corticolimbic interneurons results in an overactive but desynchronized PFC before adolescence. Final postnatal maturation during this stage outspreads the impact of the genetic manipulation toward a functional disconnection of the ventral hippocampal-prefrontal pathway, probably as a consequence of an exacerbated propensity toward hippocampal-evoked depotentiation plasticity. Our results demonstrate a complex interaction between genetic and developmental factors affecting cortical interneurons and PFC function.

Female dolphins, it seems, aren’t immune to the allure of a harmonizing boy band

From shy to bold with shades in between, dolphin personalities are surprisingly similar to ours

Researchers tracked changes in the crocodilian creatures’ inner ears to learn how they moved into the sea

A rare bloom of microscopic organisms capable of making their own blue light has transformed several of the state’s beaches

With the release of Trolls World Tour, and a new generation entranced by the ugly-but-cute toy, it appears the troll's lucky streak lives on

Recent literature has highlighted that international trade is mostly priced in a few key vehicle currencies, and is increasingly dominated by intermediate goods and global value chains (GVCs). Taking these features into account, this paper reexamines the business cycle dynamics of international trade and its relationship with monetary policy and exchange rates.

Our ongoing celebration of the Library of Congress National Book Festival continues with former Secretary of State Condoleezza Rice discussing "Democracy: Stories from the Long Road to Freedom" on the Main Stage at the 2017 Festival.

Don Shula, who won the most games of any NFL coach and led the Miami Dolphins to the only perfect season in league history, died Monday at his home, the team said. He was 90.

Daily data on exchange rates against the US dollar have been updated. This covers 81 economies with the earliest data starting in 1949.

Bank for International Settlements BIS Working Papers by David Cook and Nikhil Patel

Almost 1 in 4 adolescents have a sexually transmitted infection (STI). These infections are preventable through safe sexual practices and routine screening. Pediatricians are the first line of clinical care for adolescents and are well positioned to offer sexual and reproductive health care counseling and services to their patients; yet, there is a paucity of sexual health screening provided at routine health supervision visits. This article addresses the epidemiology of STIs in adolescents, reviews the evidence of current clinical practice, presents recommended STI screening from government and medical agencies, and offers strategies to address barriers to providing care for adolescents and for sexual health screening in primary care.

Polycystic ovary syndrome (PCOS) is a common female reproductive disorder that often manifests during adolescence and is associated with disruptions in health-related quality of life. Prompt evaluation and clinical support after diagnosis may prevent associated complications and optimize overall health management. This article incorporates the most recent evidence and consensus guidelines to provide an updated review of the pathogenesis, clinical presentation, diagnostic evaluation, and management strategies for adolescents with this complex condition. We will review the recent international guidelines on PCOS; because the diagnosis of PCOS remains controversial, management of this condition is inconsistent. In 2019, PCOS remains a common, yet neglected, condition, in part, because of the lack of agreement around both diagnosis and management.

Chronic sleep deprivation is a common, treatable condition among adolescents. Growing literature supports a myriad consequences that impact overall health, behavior, mood, and academic performance in this vulnerable age group during a time when there are rapid changes in physical development and emotional regulation. This article reviews the epidemiology and health effects of sleep deprivation in adolescents as well as common disorders leading to sleep loss and evidence to support treatment. Although a variety of important sleep disorders may disrupt quality of sleep in adolescents, such as obstructive sleep apnea, restless leg syndrome, and narcolepsy, this article will focus on common disorders that affect the quantity of sleep, such as poor sleep hygiene, circadian rhythm disorders, and insomnia.

As avid users of technology, adolescents are a key demographic to engage when designing and developing technology applications for health. There are multiple opportunities for improving adolescent health, from promoting preventive behaviors to providing guidance for adolescents with chronic illness in supporting treatment adherence and transition to adult health care systems. This article will provide a brief overview of current technologies and then highlight new technologies being used specifically for adolescent health, such as artificial intelligence, virtual and augmented reality, and machine learning. Because there is paucity of evidence in this field, we will make recommendations for future research.

Adolescent use of electronic cigarettes (e-cigarettes) has increased dramatically, with younger and nicotine-naive adolescents starting to use these devices and use them more frequently than combustible cigarettes. In emerging evidence, it is shown that e-cigarettes are not effective in helping adult smokers quit and that youth using e-cigarettes are at risk for becoming nicotine dependent and continuing to use as adults. Important gaps in our knowledge remain regarding the long-term health impact of e-cigarettes, effective strategies to prevent and reduce adolescent e-cigarette use, and the impact of provider screening and counseling to address this new method of nicotine use.

Poland's Dolny Śląsk came from behind to beat hosts Bavaria 3-2 for the amateur title in a final of five penalties.

Dolny Śląsk beat hosts Bavaria 3-2 in a thrilling final to become only the second two-time winners.

A private equity company plans to acquire Renaissance Learning for $1.1 billion in a deal that will be one of the largest acquisitions ever in educational technology.

Optimism later in life is protective against a range of health problems. It has commonly been a focus in adolescent mental health promotion. Cross-sectional studies suggest a protective effect against adolescent health risks, but prospective studies have been lacking.

Optimism is somewhat protective against adolescent health risks; the strongest effect was seen against the onset of new depressive symptoms. Its protective effect against heavier substance use and antisocial behavior was modest and only for the highest categories compared to the lowest. Promoting optimism along with other positive aspects of psychological and emotional style has a role in mental health promotion that is likely to be enhanced if an intervention also addresses risk and protective factors in an adolescent's social context. (Read the full article)

The associations between food insecurity and child well-being have been well studied on the basis of household levels of food insecurity, as reported by heads of households.

Household measures, however, may not capture gender biases in food insecurity and morbidity. This study assessed adolescents' own experience with food insecurity and how it was associated with morbidity and the effect of gender in this process. (Read the full article)

Internet use has rapidly become a commonplace activity, especially among adolescents. Poor mental health and several somatic health problems are associated with heavy Internet use by adolescents.

Results of this study provide evidence of a U-shaped relationship between intensity of Internet use and poorer mental health of adolescents. Heavy Internet users were also confirmed to be at increased risk for somatic health problems in this nationally representative sample of adolescents. (Read the full article)

Preventive asthma medications (PAMs) are a primary management strategy to control asthma morbidity. Little is known about changes over time in prevalence of PAM use among children and adolescents in the United States.

Our analysis demonstrates an increase in use of PAMs among children and adolescents with current asthma in the United States from 1988–1994 to 2005–2008, but racial and ethnic disparities in use of PAMs persist. (Read the full article)

Primary hypertension is a growing concern in adolescents due to its association with the obesity epidemic. Recent studies have examined underdetection and underdiagnosis of hypertension in adolescents but medical management of primary hypertension in adolescents is not well-described.

Our study describes patterns of antihypertensive prescribing for adolescents with primary hypertension including the use of monotherapy versus combination therapy by physicians of different specialties and factors associated with receipt of antihypertensive therapy over a multi-year period. (Read the full article)

Conduct problems, substance use, substance use problems, and depressive symptoms increase as black adolescents enter high school. Although family-centered prevention programs deter these problems during middle school, no such programs have been developed and evaluated for black high school students.

This study demonstrates that participation in a family-centered preventive intervention reduces conduct problems, substance use, and substance use problems among black adolescents by more than 30% compared with adolescents in an attention control condition across nearly 2 years. (Read the full article)

The prevalence of asthma and smoking among adolescents in Jordan is high. Well-designed, school-based, peer-led education programs can have a positive impact on asthma self-management in adolescents. Student peer leaders can be useful and responsible partners in health promotion programs.

A peer-led asthma education program —Adolescent Asthma Action—for adolescents developed in Australia was adapted to suit non–English-speaking cultures in the Middle East. Peer-led education led to improved self-management of asthma and motivated students to avoid smoking. (Read the full article)

The quality of the relationship between mother and child affects the child’s neurodevelopment, emotion regulation, and stress response. Extreme or sustained stress responses are associated with dysregulation of physiologic systems involved in energy balance, which could lead to obesity.

The prevalence of obesity in adolescence was more than twice as high among those youth who in early childhood had poor-quality relationships with their mothers compared with those with better relationships. (Read the full article)

The American Academy of Pediatrics recommends routine alcohol screening for all adolescents. Problem-based substance use screens for adolescents exist, but have limitations. A consumption-based alcohol screen could provide an empirically validated, very brief method to screen youth for alcohol-related problems.

National sample data indicate that frequency of alcohol use has high sensitivity and specificity in identifying youth with alcohol-related problems. A range of age-specific frequency cut scores perform well; specific cut points can be selected based on the screening context. (Read the full article)

Eating disorders are characterized by preoccupation with weight and shape, which is manifested by a refusal to maintain a normal weight. An exact determination of expected body weight (EBW) is critical for diagnosis and clinical management of these disorders.

The McLaren and Moore methods present with several limitations when calculating EBW for adolescents with eating disorders. A commonly agreed upon method for EBW calculation such as the BMI percentile method is recommended for clinical and research purposes. (Read the full article)

Studies on vaccine safety are crucial to the ongoing success of our national immunization program. ITP has a known association with MMR in young children, occurring in 1 in 40 000 doses. The risk after other childhood vaccines is unknown.

This study found no increased risk of ITP after vaccines other than MMR in young children, confirmed an association of ITP with MMR, and also found that ITP may occur after certain other vaccines in older children. (Read the full article)

Hepatitis A infection causes severe disease among adolescents and adults. Hepatitis A vaccination (HepA) is recommended universally at 1 year, with vaccination through 18 years based on risk or desire for protection.

This is the first study to evaluate adolescent HepA coverage in the United States using provider-reported vaccination data. HepA coverage was low among adolescents, leaving a large population susceptible to hepatitis A infection maturing into adulthood. (Read the full article)

Childhood UV light exposures, specifically sunburns, have been shown to be associated with melanoma development later in life.

To date, most studies in this age group have been cross sectional in nature. This is the first prospective study of sunburn and sun behaviors in this age group. (Read the full article)