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https://www.readbyqxmd.com/read/28822323/discriminative-clustering-on-manifold-for-adaptive-transductive-classification
#1
Zhao Zhang, Lei Jia, Min Zhang, Bing Li, Li Zhang, Fanzhang Li
In this paper, we mainly propose a novel adaptive transductive label propagation approach by joint discriminative clustering on manifolds for representing and classifying high-dimensional data. Our framework seamlessly combines the unsupervised manifold learning, discriminative clustering and adaptive classification into a unified model. Also, our method incorporates the adaptive graph weight construction with label propagation. Specifically, our method is capable of propagating label information using adaptive weights over low-dimensional manifold features, which is different from most existing studies that usually predict the labels and construct the weights in the original Euclidean space...
August 1, 2017: Neural Networks: the Official Journal of the International Neural Network Society
https://www.readbyqxmd.com/read/28822294/does-reconsolidation-occur-in-natural-settings-memory-reconsolidation-and-anxiety-disorders
#2
REVIEW
Rodrigo S Fernández, María E Pedreira, Mariano M Boccia
In normal settings, our brain is able to update its stored representations in content, strength, and/or expectations by the memory reconsolidation process. Thus, a reactivated memory enters in a transient labile state (destabilization) followed by a re-stabilization phase in order to persist (memory reconsolidation). Cognitive neuroscience and its insight into psychiatric problems attributed a close relationship between memory (formation, maintenance, and utilization) and several mental disorders. In this framework, the reconsolidation process could be not only the mechanism for maintenance of some psychopathologies, but also open a novel therapeutic window...
August 10, 2017: Clinical Psychology Review
https://www.readbyqxmd.com/read/28821916/relative-social-standing-and-suicide-ideation-among-kenyan-males-the-interpersonal-theory-of-suicide-in-context
#3
M L Goodman, H Serag, P K Keiser, S Gitari, B G Raimer
PURPOSE: The purpose of this study is to investigate the association between subjective social status and suicide ideation in a sample of young Kenyan men (age 18-34 years). Situating insights from the interpersonal theory of suicide within social determinants of health framework, we consider whether lower subjective social status predicts lower collective self-esteem (CSE), hopelessness, less meaning in life and more loneliness, and whether these characteristics mediate associations between subjective social status and suicide ideation...
August 18, 2017: Social Psychiatry and Psychiatric Epidemiology
https://www.readbyqxmd.com/read/28821802/dispersive-regimes-of-the-dicke-model
#4
Diego Barberena, Lucas Lamata, Enrique Solano
We study two dispersive regimes of the Dicke model in the dynamics of N two-level atoms interacting with a bosonic mode for long interaction times. Firstly, we analyze the model for the regime in which the qubit frequencies are equal and smaller than the mode frequency, and for values of the coupling strength similar or larger than the mode frequency, namely, the deep strong coupling regime. Secondly, we address an interaction that is dependent on the photon number, where the coupling strength is comparable to the geometric mean of the qubit and mode frequencies...
August 18, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28821795/unconventional-fractional-quantum-hall-effect-in-bilayer-graphene
#5
Janusz Edward Jacak
Recent experimental progress in Hall measurements in bilayer graphene in the so-called open-face configuration of boron nitride encapsulated samples, together with the earlier technique of suspended samples, allows for precise observation of the fractional quantum Hall effect (FQHE) in all 4 subbands of the Lowest Landau level (with n = 0 and n = 1) and in the next LL subbands (with n = 2) in the bilayer system. Many newly observed FQHE features do not agree with a conventional model of composite fermions and reveal a different hierarchy in comparison to monolayer graphene or GaAs 2DEG...
August 18, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28821554/developing-standards-for-the-development-of-glaucoma-virtual-clinics-using-a-modified-delphi-approach
#6
Aachal Kotecha, Simon Longstaff, Augusto Azuara-Blanco, James F Kirwan, James Edwards Morgan, Anne Fiona Spencer, Paul J Foster
PURPOSE: To obtain consensus opinion for the development of a standards framework for the development and implementation of virtual clinics for glaucoma monitoring in the UK using a modified Delphi methodology. METHODS: A modified Delphi technique was used that involved sampling members of the UK Glaucoma and Eire Society (UKEGS). The first round scored the strength of agreement to a series of standards statements using a 9-point Likert scale. The revised standards were subjected to a second round of scoring and free-text comment...
August 18, 2017: British Journal of Ophthalmology
https://www.readbyqxmd.com/read/28821512/protocol-for-an-economic-evaluation-of-the-randomised-controlled-trial-of-culprit-lesion-only-pci-versus-immediate-multivessel-pci-in-acute-myocardial-infarction-complicated-by-cardiogenic-shock-culprit-shock-trial
#7
Zahidul Quayyum, Andrew Briggs, Jose Robles-Zurita, Keith Oldroyd, Uwe Zeymer, Steffen Desch, Suzanne de Waha, Holger Thiele
INTRODUCTION: Emergency percutaneous coronary intervention (PCI) of the culprit lesion for patients with acute myocardial infarctions is an accepted practice. A majority of patients present with multivessel disease with additional relevant stenoses apart from the culprit lesion. In haemodynamically stable patients, there is increasing evidence from randomised trials to support the practice of immediate complete revascularisation. However, in the presence of cardiogenic shock, the optimal management strategy for additional non-culprit lesions is unknown...
August 18, 2017: BMJ Open
https://www.readbyqxmd.com/read/28821484/measurement-and-mathematical-characterization-of-cell-level-pharmacokinetics-of-antibody-drug-conjugates-a-case-study-with-trastuzumab-vc-mmae
#8
Aman P Singh, Dhaval K Shah
The main objective of this work was to understand and mathematically characterize the cellular disposition of a tool ADC, trastuzumab-vc-MMAE (T-vc-MMAE). Towards this goal, three different analytical methods were developed to measure the concentrations of different ADC related analytes in the media and cell lysate. An LC-MS/MS method was developed to quantify unconjugated drug (i.e. MMAE) concentrations, a forced deconjugation method was developed to quantify total drug concentrations, and an ELISA method was developed to quantify total antibody (i...
August 18, 2017: Drug Metabolism and Disposition: the Biological Fate of Chemicals
https://www.readbyqxmd.com/read/28821002/modeling-the-fate-and-transport-of-17%C3%AE-estradiol-in-the-south-river-watershed-in-virginia
#9
Xiaomin Zhao, Wu-Seng Lung
Hormones excreted by livestock metabolisms often enter surface water through feces and urine and can potentially cause adverse impacts to aquatic biota. This study involved a modeling analysis of 17β-estradiol (E2), a prevalent estrogen, in the South River watershed located in Augusta County, Virginia from 2013 to 2015. Cattle manure, poultry litter, biosolids, septic systems, and wastewater treatment plants (WWTPs) were considered as sources of E2 in this study. The EPA's BASINS modeling framework was configured to track the fate and transport of E2...
August 13, 2017: Chemosphere
https://www.readbyqxmd.com/read/28820773/self-care-management-in-corrections-perspectives-from-persons-with-an-incarceration-experience
#10
Annette T Maruca, Kimberly Dion, Adrial A Lobelo, Olivia Ampiah-Bonney, Chunfang Chen, Kirk Sanger, Donna Zucker
The purpose of this study was to explore the perceptions and beliefs of what self-care management looks like for a person with an incarceration experience. This is the first phase of a two-phase study. This qualitative study, held in three county jails in Massachusetts, utilized a focus group methodology. The Rediscovery of Self-Care: A Care Intervention for Persons with Incarceration Experience (RSC) model served as the framework for this study. On the basis of a priori constructs from the RSC model, a protocol was established and targeted questions outlined...
July 2017: Journal of Forensic Nursing
https://www.readbyqxmd.com/read/28820311/clinical-radiobiology-of-proton-therapy-modeling-of-rbe
#11
B Jones
PURPOSE: To better estimate relative biological effectiveness (RBE) in therapeutic proton beams by using a modeled approach, in order to improve their clinical safety and effectiveness. INTRODUCTION: Concerns exist about the 1.1 RBE used in proton therapy, since it may lead to unintentional over- and under-dosage in patients and so lead to unexpected clinical outcomes. Late reacting normal tissues (with low α/β values), might be overdosed if RBE >1.1; very radiosensitive tumors (with high α/β), might be under-dosed if RBE <1...
August 18, 2017: Acta Oncologica
https://www.readbyqxmd.com/read/28820235/tio2-containing-carbon-derived-from-a-metal-organic-framework-composite-a-highly-active-catalyst-for-oxidative-desulfurization
#12
Biswa Nath Bhadra, Ji Yoon Song, Nazmul Abedin Khan, Sung Hwa Jhung
A new metal-organic framework (MOF) composite consisting of Ti- and Zn-based MOFs (ZIF-8(x)@H2N-MIL-125; in brief, ZIF(x)@MOF) was designed and synthesized. The pristine MOF [H2N-MIL-125 (MOF)]- and an MOF-composite [ZIF(30)@MOF]-derived mesoporous carbons consisting of TiO2 nanoparticles were prepared by pyrolysis (named MDC-P and MDC-C, respectively). MDC-C showed a higher surface area, larger pore sizes, and larger mesopore volumes than MDC-P. In addition, the TiO2 nanoparticles on MDC-C have more uniform shapes and sizes, and are smaller than those of MDC-P...
August 18, 2017: ACS Applied Materials & Interfaces
https://www.readbyqxmd.com/read/28819758/an-in-silico-biomechanical-analysis-of-the-stent-esophagus-interaction
#13
Mathias Peirlinck, Nic Debusschere, Francesco Iannaccone, Peter D Siersema, Benedict Verhegghe, Patrick Segers, Matthieu De Beule
Despite all technological innovations in esophageal stent design over the past 20 years, the association between the stent design's mechanical behavior and its effect on the clinical outcome has not yet been thoroughly explored. A parametric numerical model of a commercially available esophageal bioresorbable polymeric braided wire stent is set up, accounting for stent design aspects such as braiding angle, strut material, wire thickness, degradation and friction between the wires comprising a predictive tool on the device's mechanical behavior...
August 17, 2017: Biomechanics and Modeling in Mechanobiology
https://www.readbyqxmd.com/read/28819462/virtual-factory-framework-for-supporting-production-planning-and-control
#14
Deogratias Kibira, Guodong Shao
Developing optimal production plans for smart manufacturing systems is challenging because shop floor events change dynamically. A virtual factory incorporating engineering tools, simulation, and optimization generates and communicates performance data to guide wise decision making for different control levels. This paper describes such a platform specifically for production planning. We also discuss verification and validation of the constituent models. A case study of a machine shop is used to demonstrate data generation for production planning in a virtual factory...
2017: IFIP Advances in Information and Communication Technology
https://www.readbyqxmd.com/read/28818579/developing-integrated-pbpk-pd-coupled-mechanistic-pathway-model-mirna-bdnf-an-approach-towards-system-toxicology
#15
Raju Prasad Sharma, Marta Schuhmacher, Vikas Kumar
Integration of a dynamic signal transduction pathway into the tissue dosimetry model is a major advancement in the area of computational toxicology. This paper illustrates the ways to incorporate the use of existing system biological model in the field of toxicology via its coupling to the Physiological based Pharmacokinetics and Pharmacodynamics (PBPK/PD) model.This expansion framework of integrated PBPK/PD coupled mechanistic system pathway model can be called as system toxicology that describes the kinetics of both -the chemicals and -biomolecules, help us to understand the dynamic and steady-state behaviors of molecular pathways under perturbed condition...
August 14, 2017: Toxicology Letters
https://www.readbyqxmd.com/read/28818420/predicting-sexual-assault-perpetration-in-the-u-s-army-using-administrative-data
#16
Anthony J Rosellini, John Monahan, Amy E Street, Maria V Petukhova, Nancy A Sampson, David M Benedek, Paul Bliese, Murray B Stein, Robert J Ursano, Ronald C Kessler
INTRODUCTION: The Department of Defense uses a universal prevention framework for sexual assault prevention, with each branch implementing its own branch-wide programs. Intensive interventions exist, but would be cost effective only if targeted at high-risk personnel. This study developed actuarial models to identify male U.S. Army soldiers at high risk of administratively recorded sexual assault perpetration. METHODS: This study investigated administratively recorded sexual assault perpetration among the 821,807 male Army soldiers serving 2004-2009...
August 14, 2017: American Journal of Preventive Medicine
https://www.readbyqxmd.com/read/28817592/using-k-dependence-causal-forest-to-mine-the-most-significant-dependency-relationships-among-clinical-variables-for-thyroid-disease-diagnosis
#17
LiMin Wang, FangYuan Cao, ShuangCheng Wang, MingHui Sun, LiYan Dong
Numerous data mining models have been proposed to construct computer-aided medical expert systems. Bayesian network classifiers (BNCs) are more distinct and understandable than other models. To graphically describe the dependency relationships among clinical variables for thyroid disease diagnosis and ensure the rationality of the diagnosis results, the proposed k-dependence causal forest (KCF) model generates a series of submodels in the framework of maximum spanning tree (MST) and demonstrates stronger dependence representation...
2017: PloS One
https://www.readbyqxmd.com/read/28817561/comparing-efficacies-of-moxifloxacin-levofloxacin-and-gatifloxacin-in-tuberculosis-granulomas-using-a-multi-scale-systems-pharmacology-approach
#18
Elsje Pienaar, Jansy Sarathy, Brendan Prideaux, Jillian Dietzold, Véronique Dartois, Denise E Kirschner, Jennifer J Linderman
Granulomas are complex lung lesions that are the hallmark of tuberculosis (TB). Understanding antibiotic dynamics within lung granulomas will be vital to improving and shortening the long course of TB treatment. Three fluoroquinolones (FQs) are commonly prescribed as part of multi-drug resistant TB therapy: moxifloxacin (MXF), levofloxacin (LVX) or gatifloxacin (GFX). To date, insufficient data are available to support selection of one FQ over another, or to show that these drugs are clinically equivalent. To predict the efficacy of MXF, LVX and GFX at a single granuloma level, we integrate computational modeling with experimental datasets into a single mechanistic framework, GranSim...
August 2017: PLoS Computational Biology
https://www.readbyqxmd.com/read/28817515/the-competency-outcomes-model-advancing-academic-progression
#19
Maureen Sroczynski, Liz Close, Mary Sue Gorski, Pat Farmer, Jean Wortock
AIM: This article describes the Competency Model (CM) as a promising curriculum framework to foster academic progression from the associate to the baccalaureate degree in nursing. BACKGROUND: The CM was identified by the Center to Champion Nursing in America as one of four seamless nursing academic progression models to streamline nursing academic progression. It is built on a foundation of authentic collaboration between education and practice partners to develop and maintain explicit, current, practice-relevant nursing education outcomes...
September 2017: Nursing Education Perspectives
https://www.readbyqxmd.com/read/28816683/cardiorespiratory-model-based-data-driven-approach-for-sleep-apnea-detection
#20
Sandeep Gutta, Qi Cheng, Hoa Nguyen, Bruce Benjamin
Obstructive sleep apnea (OSA) is a chronic sleep disorder affecting millions of people worldwide. Individuals with OSA are rarely aware of the condition and are often left untreated, which can lead to some serious health problems. Nowadays, several low-cost wearable health sensors are available that can be used to conveniently and noninvasively collect a wide range of physiological signals. In this paper, we propose a new framework for OSA detection in which we combine the wearable sensor measurement signals with the mathematical models of the cardiorespiratory system...
August 14, 2017: IEEE Journal of Biomedical and Health Informatics
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