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https://www.readbyqxmd.com/read/28646763/deep-neural-mapping-support-vector-machines
#1
Yujian Li, Ting Zhang
The choice of kernel has an important effect on the performance of a support vector machine (SVM). The effect could be reduced by NEUROSVM, an architecture using multilayer perceptron for feature extraction and SVM for classification. In binary classification, a general linear kernel NEUROSVM can be theoretically simplified as an input layer, many hidden layers, and an SVM output layer. As a feature extractor, the sub-network composed of the input and hidden layers is first trained together with a virtual ordinary output layer by backpropagation, then with the output of its last hidden layer taken as input of the SVM classifier for further training separately...
June 21, 2017: Neural Networks: the Official Journal of the International Neural Network Society
https://www.readbyqxmd.com/read/28646745/automatic-postural-responses-are-generated-according-to-feet-orientation-and-perturbation-magnitude
#2
Nametala Maia Azzi, Daniel Boari Coelho, Luis Augusto Teixeira
This investigation aimed to assess the effect of feet orientation angle in upright stance on automatic postural responses (APRs) to mechanical perturbations of different magnitudes. Perturbation was produced by releasing suddenly a load attached to the participant's trunk, leading to forward body sway. We evaluated APRs to loads corresponding to 5% (low) and 10% (high) of the participant's body weight, comparing the following feet orientations: parallel, preferred (M=10.46°), 15° and 30° for each foot regarding the body midline...
June 21, 2017: Gait & Posture
https://www.readbyqxmd.com/read/28646530/pirfenidone-reduces-subchondral-bone-loss-and-fibrosis-after-murine-knee-cartilage-injury
#3
Deva D Chan, Jun Li, Wei Luo, Dan N Predescu, Brian J Cole, Anna Plaas
Pirfenidone is an anti-inflammatory and anti-fibrotic drug that has shown efficacy in lung and kidney fibrosis. Because inflammation and fibrosis have been linked to the progression of osteoarthritis, we investigated the effects of oral Pirfenidone in a mouse model of cartilage injury, which results in chronic inflammation and joint-wide fibrosis in mice that lack hyaluronan synthase 1 (Has1(-/-) ) in comparison to wild-type. Femoral cartilage was surgically injured in wild-type and Has1(-/-) mice, and Pirfenidone was administered in food starting after 3 days...
June 23, 2017: Journal of Orthopaedic Research: Official Publication of the Orthopaedic Research Society
https://www.readbyqxmd.com/read/28646516/tofacitinib-restores-the-inhibition-of-reverse-cholesterol-transport-induced-by-inflammation-understanding-the-lipid-paradox-associated-with-rheumatoid-arthritis
#4
S Pérez-Baos, J I Barrasa, P Gratal, A Larrañaga-Vera, I Prieto-Potin, G Herrero-Beaumont, R Largo
BACKGROUND AND PURPOSE: Patients with active rheumatoid arthritis (RA) have increased cardiovascular mortality, paradoxically associated with reduced circulating lipid levels. The Janus kinase (Jak) inhibitor tofacitinib ameliorates systemic and joint inflammation in RA with a concomitant increase in serum lipids. We analyzed the effect of tofacitinib on the lipid profile of hyperlipidemic rabbits with chronic arthritis (CA) and on the regulation of reverse cholesterol transport (RCT) during chronic inflammation...
June 23, 2017: British Journal of Pharmacology
https://www.readbyqxmd.com/read/28646360/does-the-risk-of-rerevision-vary-between-porous-tantalum-cups-and-other-cementless-designs-after-revision-hip-arthroplasty
#5
Inari Laaksonen, Michelle Lorimer, Kirill Gromov, Ola Rolfson, Keijo T Mäkelä, Stephen E Graves, Henrik Malchau, Maziar Mohaddes
BACKGROUND: Earlier results with porous tantalum acetabular cups in revision THA generally have been favorable. Recently there has been some evidence presented that porous tantalum cups might decrease the risk of rerevision in the setting of revision hip surgery performed owing to prosthetic joint infection (PJI). As the data supporting this assertion come from a study with a limited study population, examining this issue with a large registry approach may be enlightening. QUESTIONS/PURPOSES: By combining results from two large, national registries, we asked: (1) Do porous tantalum cups show improved survival after revision THA compared with other cementless designs? (2) Does the use of porous tantalum cups influence survivorship when rerevision for PJI is the endpoint? METHODS: A total of 2442 first-time THA revisions with porous tantalum cups and 4401 first-time revisions with other uncemented cups were included in this collaborative study between the Australian and Swedish national joint registries...
June 23, 2017: Clinical Orthopaedics and related Research
https://www.readbyqxmd.com/read/28646319/presence-of-enthesopathy-in-patients-with-primary-sjogren-s-syndrome-ultrasonographic-study-of-a-local-cohort
#6
Sinem Sag, Mustafa Serdar Sag, Ibrahim Tekeoglu, Ayhan Kamanlı, Kemal Nas
BACKGROUND: Musculoskeletal findings in Sjögren's syndrome are arthralgia, arthritis, myalgia, myositis, fibromyalgia, and chronic fatigue. Enthesis zones are important in the formation of pain in the musculoskeletal system. Musculoskeletal ultrasound (US) may show subclinical enthesitis in the synovial joints and in the axial skeleton before joint swelling in inflammatory diseases characterized by arthritis. OBJECTIVE: In this study, we aimed to determine the presence of enthesopathy using the Madrid sonographic enthesitis index (MASEI) in patients with primary Sjögren's syndrome (PSS)...
June 23, 2017: Journal of Medical Ultrasonics
https://www.readbyqxmd.com/read/28646270/release-from-pi-an-analysis-and-a-model
#7
D J K Mewhort, Kevin D Shabahang, D R J Franklin
Recall decreases across a series of subspan immediate-recall trials but rebounds if the semantic category of the words is changed, an example of release from proactive interference (RPI). The size of the rebound depends on the semantic categories used and ranges from 0% to 95%. We used a corpus of novels to create vectors representing the meaning of about 40,000 words using the BEAGLE algorithm. The distance between categories and spread within categories jointly predicted the size of the RPI. We used a holographic model for recall equipped with a lexicon of BEAGLE vectors representing the meaning of words...
June 23, 2017: Psychonomic Bulletin & Review
https://www.readbyqxmd.com/read/28646185/the-relation-between-residual-stress-interfacial-structure-and-the-joint-property-in-the-sio2f-sio2-nb-joints
#8
Qiang Ma, Zhuo Ran Li, Lai Shan Yang, Jing Huang Lin, Jin Ba, Ze Yu Wang, Jun Lei Qi, Ji Cai Feng
In order to achieve a high-quality joint between SiO2f/SiO2 and metals, it is necessary to address the poor wettability of SiO2f/SiO2 and the high residual stress in SiO2f/SiO2-Nb joint. Here, we simultaneously realize good wettability and low residual stress in SiO2f/SiO2-Nb joint by combined method of HF etching treatment and Finite Element Analysis (FEA). After etching treatment, the wettability of E-SiO2f/SiO2 was improved, and the residual stress in the joint was decreased. In order to better control the quality of joints, efforts were made to understand the relationship between surface structure of E-SiO2f/SiO2 and residual stress in joint using FEA...
June 23, 2017: Scientific Reports
https://www.readbyqxmd.com/read/28645978/model-based-methods-for-case-definitions-from-administrative-health-data-application-to-rheumatoid-arthritis
#9
Kristine Kroeker, Jessica Widdifield, Saman Muthukumarana, Depeng Jiang, Lisa M Lix
OBJECTIVE: This research proposes a model-based method to facilitate the selection of disease case definitions from validation studies for administrative health data. The method is demonstrated for a rheumatoid arthritis (RA) validation study. STUDY DESIGN AND SETTING: Data were from 148 definitions to ascertain cases of RA in hospital, physician and prescription medication administrative data. We considered: (A) separate univariate models for sensitivity and specificity, (B) univariate model for Youden's summary index and (C) bivariate (ie, joint) mixed-effects model for sensitivity and specificity...
June 23, 2017: BMJ Open
https://www.readbyqxmd.com/read/28645965/the-perspective-of-european-researchers-of-national-occupational-safety-and-health-institutes-for-contributing-to-a-european-research-agenda-a-modified-delphi-study
#10
Diana Gagliardi, Bruna M Rondinone, Marco Mirabile, Giuliana Buresti, Peter Ellwood, Michel Hery, Peter Paszkiewicz, Antonio Valenti, Sergio Iavicoli
OBJECTIVES: This study, developed within the frame of the Partnership for European Research on Occupational Safety and Health joint research activities and based on the frame designed by the 2013 European Agency for Safety and Health at Work (EU-OSHA) study, is the first example of using the points of view of European occupational safety and health (OSH) researchers.The objective is to identify priorities for OSH research that may contribute to the achievement of present and future sustainable growth objectives set by the European strategies...
June 23, 2017: BMJ Open
https://www.readbyqxmd.com/read/28645904/intra-articular-lipoma-of-the-hip
#11
Anthony J Mells, G Max Gosey, Michael P Muldoon
Intra-articular lipoma of the hip is a rare entity, with only two reports published in the English-language literature. We present a case of successful arthroscopic resection of an intra-articular peripheral compartment lipoma in a 69-year-old woman with a coincident labral tear. This woman presented with left hip pain that developed gradually over 2 years and increased over 2 months. MRI showed a fat-intense mass in the anterior aspect of the hip joint, convincing for intra-articular lipoma. Physical examination in the operating room reproduced decreased range of motion and evidence of impingement but with a soft endpoint...
June 23, 2017: BMJ Case Reports
https://www.readbyqxmd.com/read/28645795/high-frame-rate-power-doppler-ultrasound-is-more-sensitive-than-conventional-power-doppler-in-detecting-rheumatic-vascularisation
#12
Myrthe van der Ven, Jolanda J Luime, Levinia L van der Velden, Johan G Bosch, Johanna M W Hazes, Hendrik J Vos
Early recognition of joint inflammation will increase treatment efficacy in rheumatoid arthritis (RA). Yet, conventional power Doppler (PD) ultrasound might not be sufficiently sensitive to detect minor inflammation. We investigated the sensitivity of high-frame rate Doppler, combined with singular value decomposition technique, to suppress tissue signals, for microvascular flow in a flow phantom setup and in a proof-of-principle study in healthy controls and in RA patients with different disease activities...
June 20, 2017: Ultrasound in Medicine & Biology
https://www.readbyqxmd.com/read/28645703/mapping-of-the-anterior-tibial-profile-to-identify-accurate-reference-points-for-sagittal-alignment-of-tibial-component-in-total-knee-arthroplasty
#13
Gianluca Cinotti, Ettore Caruso, Luigi Orsina, Giuseppe La Torre, Francesca Romana Ripani
BACKGROUND: Although standard instrumentation is the procedure most frequently used to implant a total knee arthroplasty (TKA), high rates of malalignment of tibial component are reported using this technique. Anatomical landmarks for sagittal alignment have been little investigated and the best reference axis which parallels the mechanical axis is yet to be established. HYPOTHESIS: Mapping the anterior tibial profile (ATP) may allow the identification of segmental zones of the ATP parallel to the mechanical axis which can be use to align the extramedullary rod...
June 20, 2017: Orthopaedics & Traumatology, Surgery & Research: OTSR
https://www.readbyqxmd.com/read/28645697/clinical-high-resolution-mapping-of-the-proteoglycan-bound-water-fraction-in-articular-cartilage-of-the-human-knee-joint
#14
Mustapha Bouhrara, David A Reiter, Kyle W Sexton, Christopher M Bergeron, Linda M Zukley, Richard G Spencer
PURPOSE: We applied a recently introduced method to achieve clinically-feasible in-vivo mapping of the proteoglycan water fraction (PgWF) of human knee cartilage with improved spatial resolution and stability as compared to existing methods. MATERIAL AND METHODS: Multicomponent driven equilibrium single-pulse observation of T1 and T2 (mcDESPOT) datasets were acquired from the knees of two healthy young subjects and one older subject with previous knee injury. Each dataset was processed using Bayesian Monte Carlo (BMC) analysis incorporating a two-component tissue model...
June 20, 2017: Magnetic Resonance Imaging
https://www.readbyqxmd.com/read/28645547/an-alternative-strategy-for-treatment-of-distal-tibiofibular-syndesmotic-disruption-a-technical-note
#15
Jin-Tao Qu, Guo-Hua Shi, Yang-Cai Wang, Jian Li, Ji-Wu Dong, Yue Hu
Metal screws are the most widely used in treating syndesmotic injuries; however, failure and the rigidity of the screws can threaten the success of the treatment and increase the cost of care. We performed open reduction and internal fixation of a fibula fracture followed by fixation of the tibiofibular joint with an olive wire and one half of an external fixator. We present a review of 1 patient treated with this material. We believe this method to be a physiologic fixation system with the advantage of being safe, inexpensive, adjustable, and effective; however, further clinical investigation and comparison to other methods is needed in order to better understand it clinical utility...
June 20, 2017: Journal of Foot and Ankle Surgery: Official Publication of the American College of Foot and Ankle Surgeons
https://www.readbyqxmd.com/read/28645466/the-scottish-enhanced-staphylococcus-aureus-bacteraemia-surveillance-program-the-first-18-months-data-in-children
#16
F Murdoch, J Danial, A K Morris, E Czarniak, J L Bishop, E Glass, L J Imrie
BACKGROUND: National enhanced surveillance of Staphylococcus aureus Bacteraemia (SAB) commenced on the 1(st) of October 2014 to gain a more in-depth understanding of the epidemiology of SAB within Scotland. Children under 16 were analysed separately from adults because previous studies had demonstrated differences in the epidemiology. AIM: The aim was to identify risk factors and patient populations most at risk to allow focused improvement plans to be developed...
June 20, 2017: Journal of Hospital Infection
https://www.readbyqxmd.com/read/28645452/thrust-magnitudes-rates-and-3-dimensional-directions-delivered-in-simulated-lumbar-spine-high-velocity-low-amplitude-manipulation
#17
Edward F Owens, Ronald S Hosek, Linda Mullin, Lydia Dever, Stephanie G B Sullivan, Brent S Russell
OBJECTIVES: The purpose of this study was to measure faculty performance of simulated spinal manipulation on a mannequin to help identify teaching standards. METHODS: We measured 3-dimensional transmitted loads using a force plate mounted in the table. Thrusts were delivered through a compliant, jointed mannequin by faculty members along predefined "listings" as taught in lumbopelvic technique courses. RESULTS: Eleven chiropractic faculty members participated, delivering 9 thrusts at 3 loads (light, moderate, and heavy) along 9 different prone and side-posture listings, totaling 81 thrusts per participant...
June 20, 2017: Journal of Manipulative and Physiological Therapeutics
https://www.readbyqxmd.com/read/28645272/prosthetic-joint-infection-caused-by-granulicatella-adiacens-a-case-series-and-review-of-literature
#18
Fanny Quénard, Piseth Seng, Jean-Christophe Lagier, Florence Fenollar, Andreas Stein
BACKGROUND: Bone and joint infection involving Granulicatella adiacens is rare, and mainly involved in cases of bacteremia and infectious endocarditis. Here we report three cases of prosthetic joint infection involving G. adiacens that were successfully treated with surgery and prolonged antimicrobial treatment. We also review the two cases of prosthetic joint infection involving G. adiacens that are reported in the literature. CASE PRESENTATION: Not all five cases of prosthetic joint infection caused by G...
June 23, 2017: BMC Musculoskeletal Disorders
https://www.readbyqxmd.com/read/28645223/decline-in-literacy-and-incident-ad-dementia-among-community-dwelling-older-persons
#19
Lei Yu, Robert S Wilson, S Duke Han, Sue Leurgans, David A Bennett, Patricia A Boyle
OBJECTIVE: To quantify longitudinal change in financial and health literacy and examine the associations of declining literacy with incident Alzheimer's disease (AD) dementia and mild cognitive impairment (MCI). METHOD: Data came from 799 participants of an ongoing cohort study. Literacy was measured using a battery of 32 questions. Clinical diagnoses were made annually following uniform structured procedures. The associations of declining literacy with incident AD dementia and MCI were tested using a joint model for longitudinal and time-to-event data...
June 1, 2017: Journal of Aging and Health
https://www.readbyqxmd.com/read/28644963/self-report-and-subjective-history-in-the-diagnosis-of-painful-neck-conditions-a-systematic-review-of-diagnostic-accuracy-studies
#20
REVIEW
Adam Mizer, Alexa Bachmann, Jessie Gibson, Megan Burrowbridge Donaldson
Rising healthcare costs and inherent risks with over-utilizing diagnostic imaging require a quality subjective examination to improve effectiveness and time management of physical examinations. This systematic review investigates the diagnostic accuracy of subjective history and self-report items to determine if there is significant alteration in the probability of identifying specific painful neck conditions. Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines were followed. INCLUSION CRITERIA: 1) Written in the English language 2) Cervical pain with/without referred upper extremity or head pain 3) Subjective history or self-report items 4) Study designs that reported diagnostic statistics or allowed calculation of sensitivities, specificities, diagnostic odds ratios, and likelihood ratios 5) used a reference standard that has a sensitivity or specificity ≥75% or a diagnostic tool that is strongly supported in the literature where this data is not available...
June 8, 2017: Musculoskeletal Science & Practice
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