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A Disentangled VAE-BiLSTM Model for Heart Rate Anomaly Detection

Cardiovascular diseases (CVDs) remain a leading cause of death globally. According to the American Heart Association, approximately 19.1 million deaths were attributed to CVDs in 2020, in particular, ischemic heart disease and stroke. Several known risk factors for CVDs include smoking, alcohol consumption, lack of regular physical activity, and diabetes. The last decade has been characterized by

The fourteenth data release of the sloan digital sky survey : First spectroscopic data from the extended baryon oscillation spectroscopic survey and from the second phase of the apache point observatory galactic evolution experiment

The fourth generation of the Sloan Digital Sky Survey (SDSS-IV) has been in operation since 2014 July. This paper describes the second data release from this phase, and the 14th from SDSS overall (making this Data Release Fourteen or DR14). This release makes the data taken by SDSS-IV in its first two years of operation (2014-2016 July) public. Like all previous SDSS releases, DR14 is cumulative,

Association of Immune Marker Changes with Progression of Monoclonal Gammopathy of Undetermined Significance to Multiple Myeloma

Importance: Multiple myeloma is consistently preceded by monoclonal gammopathy of undetermined significance (MGUS). Risk models that estimate the risk of progression from MGUS to multiple myeloma use data from a single time point, usually the initial workup. Objective: To longitudinally investigate the alterations of serum immune markers with stable vs progressive MGUS. Design, Setting, and Partic

The TESS-HERMES survey data release 1 : High-resolution spectroscopy of the TESS southern continuous viewing zone

The Transiting Exoplanet Survey Satellite (TESS) will provide high-precision time series photometry for millions of stars with at least a half-hour cadence. Of particular interest are the circular regions of 12° radius centred around the ecliptic poles that will be observed continuously for a full year. Spectroscopic stellar parameters are desirable to characterize and select suitable targets for

A comprehensive approach to rehabilitation interventions following breast cancer treatment - a systematic review of systematic reviews

BACKGROUND: Breast cancer (BC) is the most common type of cancer in women worldwide. Post-treatment, patients suffer from side effects and have various rehabilitation needs, which means that individualization is fundamental for optimal rehabilitation. This systematic review (SR) of SRs aims to evaluate the current evidence on rehabilitation interventions in female patients following BC treatment.M

Econometric analysis of variation in cesarean section rates : A cross- sectional study of 59 obstetrical departments in Sweden

The objective of this study was to explain the variation in cesarean section rates among hospitals (obstetrical departments) in Sweden, and to discuss its potential economic consequences. Using data from The Swedish Medical Birth Registry 1991, we made a cross-sectional study of the cesarean section rate at the departmental level. We identified some 20 determinants, demand-related as well as suppl

Molecular diagnostics of salmonella and campylobacter in human/animal fecal samples remain feasible after long-term sample storage without specific requirements

Rapid advances in the development of sequencing technologies, numbers of commercial providers and diminishing costs have made DNA-based identification and diagnostics increasingly accessible to doctors and laboratories, eliminating the need for local investments in expensive technology and training or hiring of skilled technicians. However, reliable and comparable molecular analyses of bacteria in

Financial Regulation Debates in Hard Times: A Comparative Analysis of Insider and Outsider Pressure during the Global Financial Crisis

This article analyses the nature of policy debates on financial regulation during the onset of the Global Financial Crisis (GFC) by considering three elements that shape them: the salience of the debate, the actors that dominate the debate, and the degree of anti-status quo pressure. Theoretically, it contributes to Culpepper’s quiet/noisy politics framework by clarifying its multidimensionality a

Physiotherapist-led rehabilitation for patients with chronic musculoskeletal pain : interventions and promising long-term outcomes

BACKGROUND: There is no consensus on best content, set-up, category of involved healthcare professionals or duration of rehabilitation-programs for patients with chronic musculoskeletal pain, and outcomes show varying results. Individual care regimes for sub-groups of patients have been proposed.AIM: To describe the type of interventions used in a physiotherapist-led, rehabilitation-program for pa

Automated motion analysis of bony joint structures from dynamic computer tomography images : A multi-atlas approach

Dynamic computer tomography (CT) is an emerging modality to analyze in-vivo joint kinematics at the bone level, but it requires manual bone segmentation and, in some instances, landmark identification. The objective of this study is to present an automated workflow for the assessment of three-dimensional in vivo joint kinematics from dynamic musculoskeletal CT images. The proposed method relies on

Images of the North : An Analysis of Book Covers of Swedish Crime Fiction in Greek and Spanish Translation

Abstract in Spanish:Este estudio presenta un análisis de las cubiertas de una selección de novelas negras suecas, publicadas en Grecia y en el mundo hispanohablante durante el periodo de 2000-2017. Las imágenes de cubierta son importantes en el sistema paratextual (Genette, 1991); a partir de las teorías sobre el paratexto aplicadas al campo de los estudios de traducción, proponemos comparar las cThis study is an analysis of the book cover images of a selection of Swedish crime literature, published in Greece and the Spanish-speaking world in the period of 2000-2017. Covers are crucial to the paratextual signal system (Genette, 1991); departing from theories on paratext within translation studies, we aim to compare the original book covers to the covers of the translated volumes. Do the Gr

Shame, Blame, and Passion: : Affects of (Un) sustainable Wardrobes

In order to change consumption patterns into something that is more sustainable, it is essential that we consider the various and conflicting meanings clothes have in people's lives. This article presents an analysis of diaries written by consumers of different ages and occupations over a period of three months in 2015. These consumers documented their clothing and shoe purchases, took inventory o

Exploring human-nature relationships in academic literature on the nitrogen cycle

The nitrogen (N) cycle is a familiar concept. As is the much simplified, often diagrammatic, representation commonly used to illustrate the scale, importance and interconnectedness of this global cycle that links air, water, rocks and living beings. However, in this representation, humans are often presented as a seemingly minor entity or not explicitly shown at all. This can obscure the idea that

Expression of UDP-glucuronosyltransferase 1A4 in human placenta at term

The placenta contains a large variety of metabolizing enzymes, among them UDP-glucuronosyltransferase (UGT). Several UGT2B isozymes have so far been detected in human placenta, but little is known on placental expression of UGT1A isozymes. The antiepileptic drug lamotrigine (LTG) is a UGT1A4-substrate, and its serum concentration falls by over 50% during pregnancy, leading to impaired seizure cont

Mitral valve repair using leaflet expansion and subpartial annuloplasty in children

Objective: Mitral valve reconstruction in the pediatric population is a challenge due to the frequent combination of annular dilatation and leaflet restriction and the need for growth. We present a novel strategy using leaflet expansion and subpartial annuloplasty with polytetrafluoroethylene reinforcement. Methods: From January 2014 through May 2021, 11 children aged 5 months to 14 years (median,

"Taken from Dust, Formed from Clay" : Compound allusions & scriptural exegesis in 1QHodayota 11:20-37; 20:27-39 & Ben Sira 33:7-15

This article argues that, in 1QHa 11:20-27; 20:27-39 and Sir 33:7-15, the use of allusions to humanity's creation from dust in Genesis 2-3 and to its formation from clay in Isa 29:16; 45:9; Jer 18:4, 6 represents a conscious exegetical process in which the Genesis and prophetic traditions were read and used in light of one another. Although originating within different social environments - one se

Evaluation of threshold-based models to account for surface moisture in meso-scale aeolian sediment transport simulations

Aeolian transport rates decreases during wet conditions as the threshold shear velocity for initiation of transport increases over moist sand. This study investigates the influence of surface moisture on meso-scale aeolian transport simulations. Yearly transport rates towards the dunes are simulated with ten different threshold-based models to account for moisture effects. The ten models show larg

Dietary intakes of dioxins and polychlorobiphenyls (PCBs) and mortality : EPIC cohort study in 9 European countries

Dioxins and polychlorinated biphenyls (PCBs) are toxic, endocrine disruptors and persistent chemicals for which the main exposure source is diet due to their bioaccumulation and biomagnification in food chains. Cohort studies in the general populations have reported inconsistent associations between these chemicals in serum/plasma and mortality. Our objective was to study the association between d

Shell Money : A Comparative Study

Where, when, and under what circumstances did money first emerge? This Element examines this question through a comparative study of the use of shells to facilitate trade and exchange in ancient societies around the world. It argues that shell money was a form of social technology that expanded political-economic capacities by enabling long-distance trade across boundaries and between strangers. T