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https://www.readbyqxmd.com/read/28437615/experimental-demonstration-of-feature-extraction-and-dimensionality-reduction-using-memristor-networks
#1
Shinhyun Choi, Jong Hoon Shin, Jihang Lee, Patrick Sheridan, Wei D Lu
Memristors have been considered as a leading candidate for a number of critical applications ranging from non-volatile memory to non-Von Neumann computing systems. Feature extraction, which aims to transform input data from a high dimensional space to a space with fewer dimensions, is an important technique widely used in machine learning and pattern recognition applications. Here, we experimentally demonstrate that memristor arrays can be used to perform principal component analysis (PCA), one of the most commonly-used feature extraction techniques, through online, unsupervised learning...
April 24, 2017: Nano Letters
https://www.readbyqxmd.com/read/28437511/online-information-on-the-treatment-of-burning-mouth-syndrome-quality-and-readability
#2
Shatha Alnafea, Stefano Fedele, Stephen Porter, Richeal Ni Riordain
AIMS: To evaluate the quality and readability of online information about the treatment of burning mouth syndrome (BMS). METHODS: An internet search using the phrase "burning mouth syndrome treatment" was carried out on the Google search engine (www.google.co.uk) on 8 June 2015, and the first 100 websites listed were examined. Data collection included DISCERN score, the Journal of the American Medical Association (JAMA) benchmarks for website analysis score, the presence of the Health on the Net (HON) Foundation seal, and the Flesch Reading Ease Score (FRES)...
April 2017: Journal of Oral & Facial Pain and Headache
https://www.readbyqxmd.com/read/28437309/pain-management-during-newborn-screening-using-youtube-to-disseminate-effective-pain-management-strategies
#3
Denise Harrison, Jessica Reszel, Bill Dagg, Cheryl Aubertin, Mariana Bueno, Sandra Dunn, Ann Fuller, JoAnn Harrold, Catherine Larocque, Stuart Nicholls, Margaret Sampson
To assess the reach, acceptability, and effect of the BSweet2Babies video showing breast-feeding, skin-to-skin care, and sucrose during blood sampling on intention to recommend the video or advocate for use of the interventions. In July 2014, the video and an electronic survey were produced and posted. After 1 year, the online viewer survey responses and YouTube analytics were analyzed. One year after posting, the BSweet2Babies video had 10 879 views from 125 countries and 187 (1.7%) viewers completed the survey...
April 2017: Journal of Perinatal & Neonatal Nursing
https://www.readbyqxmd.com/read/28436977/provision-of-long-term-monitoring-and-late-effects-services-following-adult-allogeneic-haematopoietic-stem-cell-transplant-a-survey-of-uk-nhs-based-programmes
#4
A Hamblin, D M Greenfield, M Gilleece, N Salooja, M Kenyon, E Morris, N Glover, P Miller, H Braund, A Peniket, B E Shaw, J A Snowden
Despite international guidelines, optimal delivery models of late effects (LE) services for HSCT patients are unclear from the clinical, organizational and economic viewpoints. To scope current LE service delivery models within the UK NHS (National Health Service), in 2014, we surveyed the 27 adult allogeneic HSCT centres using a 30-question online tool, achieving a 100% response rate. Most LE services were led and delivered by senior physicians (>80% centres). Follow-up was usually provided in a dedicated allograft or LE clinic for the first year (>90% centres), but thereafter attrition meant that only ~50% of patients were followed after 5 years...
April 24, 2017: Bone Marrow Transplantation
https://www.readbyqxmd.com/read/28436974/high-dose-thiotepa-based-chemotherapy-with-autologous-stem-cell-support-in-elderly-patients-with-primary-central-nervous-system-lymphoma-a-european-retrospective-study
#5
E Schorb, C P Fox, K Fritsch, L Isbell, A Neubauer, A Tzalavras, R Witherall, S Choquet, O Kuittinen, D De-Silva, K Cwynarski, C Houillier, K Hoang-Xuan, V Touitou, N Cassoux, J-P Marolleau, J Tamburini, R Houot, V Delwail, G Illerhaus, C Soussain, B Kasenda
In this retrospective multicentre study, we investigated the outcomes of elderly primary central nervous system lymphoma (PCNSL) patients (⩾65 years) who underwent high-dose chemotherapy followed by autologous stem cell transplantation (HDT-ASCT) at 11 centres between 2003 and 2016. End points included remission, progression-free survival (PFS), overall survival (OS) and treatment-related mortality. We identified 52 patients (median age 68.5 years, median Karnofsky Performance Status before HDT-ASCT 80%) who all underwent thiotepa-based HDT-ASCT...
April 24, 2017: Bone Marrow Transplantation
https://www.readbyqxmd.com/read/28436941/insr-gene-polymorphisms-correlate-with-sensitivity-to-platinum-based-chemotherapy-and-prognosis-in-patients-with-epithelial-ovarian-cancer
#6
J-L Hu, X-L Hu, Q Han, A-Y Guo, C-J Wang, Y-Y Wen, S-D Cang
This study aimed to investigate the correlation between INSR gene polymorphisms on platinum-based chemotherapy sensitivity and prognosis in epithelial ovarian cancer (EOC). A total of 339 EOC patients receiving postoperative chemotherapy were recruited for the study. Tag single nucleotide polymorphism (tag SNP) of INSR gene was screened from HapMap combined with available literature. Frequency distribution of genotypes and alleles in INSR gene was sequenced by ABI3100-Avant. Compared with CC+GC genotype, INSR rs2252673 GG genotype and rs3745546 CC genotype showed less platinum-based chemotherapy sensitivity in EOC patients (OR=0...
April 24, 2017: Gene Therapy
https://www.readbyqxmd.com/read/28436894/online-learning-algorithms-can-converge-comparably-fast-as-batch-learning
#7
Junhong Lin, Ding-Xuan Zhou
Online learning algorithms in a reproducing kernel Hilbert space associated with convex loss functions are studied. We show that in terms of the expected excess generalization error, they can converge comparably fast as corresponding kernel-based batch learning algorithms. Under mild conditions on loss functions and approximation errors, fast learning rates and finite sample upper bounds are established using polynomially decreasing step-size sequences. For some commonly used loss functions for classification, such as the logistic and the p-norm hinge loss functions with p ∈ [1,2], the learning rates are the same as those for Tikhonov regularization and can be of order O(T-(1/2) log T), which are nearly optimal up to a logarithmic factor...
April 24, 2017: IEEE Transactions on Neural Networks and Learning Systems
https://www.readbyqxmd.com/read/28436836/enhancing-detection-of-ssveps-for-a-high-speed-brain-speller-using-task-related-component-analysis
#8
Masaki Nakanishi, Yijun Wang, Xiaogang Chen, Yu-Te Wang, Xiaorong Gao, Tzyy-Ping Jung
OBJECTIVE: This study proposes and evaluates a novel data-driven spatial filtering approach for enhancing steady-state visual evoked potentials (SSVEPs) detection towards a high-speed brain-computer interface (BCI) speller. METHODS: Task-related component analysis (TRCA), which can enhance reproducibility of SSVEPs across multiple trials, was employed to improve the signal-to-noise ratio (SNR) of SSVEP signals by removing background electroencephalographic (EEG) activities...
April 19, 2017: IEEE Transactions on Bio-medical Engineering
https://www.readbyqxmd.com/read/28435769/gambling-behavior-among-macau-college-and-university-students
#9
Sut Mei Kam, Irene Lai Kuen Wong, Ernest Moon Tong So, David Kin Cheong Un, Chris Hon Wa Chan
This survey investigated gambling behavior among Chinese students studying in Macau colleges and universities. It also aimed to examine the relationship between problem gambling, affect states and sensation seeking propensity. A convenience sample of 999 students (370 men, 629 women) filled a self-administered questionnaire consisted of the Problem Gambling Severity Index (PGSI) (Ferris and Wynne in The Canadian problem gambling index: User manual. Canadian Centre on Substance Abuse, Toronto 2001a), the 8-item Brief Sensation Seeking Scale (BSSS-8) (Hoyle et al...
2017: Asian journal of gambling issues and public health
https://www.readbyqxmd.com/read/28435569/complications-of-open-tibial-fracture-management-risk-factors-and-treatment
#10
Jyc Lua, V H Tan, H Sivasubramanian, Ebk Kwek
Open tibial fractures result in high rates of complications. This study aims to elucidate the risk factors causing these complications, and suggest antimicrobial regimens based on the organisms grown in post-operative infections. Over a period of five years, 173 patients had sustained open tibial fractures and undergone operative treatment at a single institution. All surgical data was gathered retrospectively through online medical records. Thirty-one patients (17.9%) had sustained post-operative bony complications, while infective complications were reported in 37 patients (21...
March 2017: Malaysian Orthopaedic Journal
https://www.readbyqxmd.com/read/28435318/prevalence-characteristics-and-burden-of-failed-back-surgery-syndrome-the-influence-of-various-residual-symptoms-on-patient-satisfaction-and-quality-of-life-as-assessed-by-a-nationwide-internet-survey-in-japan
#11
Shinsuke Inoue, Mitsuhiro Kamiya, Makoto Nishihara, Young-Chang P Arai, Tatsunori Ikemoto, Takahiro Ushida
We conducted a cross-sectional, Internet-based survey with a nationally representative sample of Japanese adults to assess the prevalence and characteristics of failed back surgery syndrome (FBSS). Data regarding the residual symptoms and patient satisfaction from an online survey of 1842 lumbar surgery patients revealed the prevalence of FBSS to be 20.6% (95% confidence interval [CI], 18.8-22.6). The prevalence of low back pain, dull ache, numbness, cold sensations, and paresthesia after surgery was 94.0%, 71...
2017: Journal of Pain Research
https://www.readbyqxmd.com/read/28435174/therapist-training-on-cognitive-behavior-therapy-for-anxiety-disorders-using-internet-based-technologies
#12
Kenneth A Kobak, Kate Wolitzky-Taylor, Michelle G Craske, Raphael D Rose
This study investigated a technology-enhanced training protocol to facilitate dissemination of therapist training on cognitive behavior therapy (CBT) for anxiety disorders. Seventy community clinicians received an online tutorial followed by live remote observation of clinical skills via videoconference. Impact of training on patient outcomes was also assessed. Training resulted in a significant increase in both trainee knowledge of CBT concepts and techniques and therapist competence in applying these skills...
April 2017: Cognitive Therapy and Research
https://www.readbyqxmd.com/read/28434747/bivariate-threshold-models-for-genetic-evaluation-of-susceptibility-to-and-ability-to-recover-from-mastitis-in-danish-holstein-cows
#13
B G Welderufael, L L G Janss, D J de Koning, L P Sørensen, P Løvendahl, W F Fikse
Mastitis in dairy cows is an unavoidable problem and genetic variation in recovery from mastitis, in addition to susceptibility, is therefore of interest. Genetic parameters for susceptibility to and recovery from mastitis were estimated for Danish Holstein-Friesian cows using data from automatic milking systems equipped with online somatic cell count measuring units. The somatic cell count measurements were converted to elevated mastitis risk, a continuous variable [on a (0-1) scale] indicating the risk of mastitis...
April 20, 2017: Journal of Dairy Science
https://www.readbyqxmd.com/read/28434278/electronic-health-record-use-among-cancer-patients-insights-from-the-health-information-national-trends-survey
#14
Yulia A Strekalova
Over 90% of US hospitals provide patients with access to e-copy of their health records, but the utilization of electronic health records by the US consumers remains low. Guided by the comprehensive information-seeking model, this study used data from the National Cancer Institute's Health Information National Trends Survey 4 (Cycle 4) and examined the factors that explain the level of electronic health record use by cancer patients. Consistent with the model, individual information-seeking factors and perceptions of security and utility were associated with the frequency of electronic health record access...
April 1, 2017: Health Informatics Journal
https://www.readbyqxmd.com/read/28433866/the-effect-of-vacuum-assisted-socket-suspension-on-prospective-community-based-falls-by-users-of-lower-limb-prostheses
#15
Noah J Rosenblatt, Tess Ehrhardt
Individuals with lower limb amputation are at increased risk of falling compared to age-matched peers. The purpose of this study was to quantify the effect of socket suspension on the risk of falling, by comparing prospectively tracked falls between a group of participants that used vacuum assisted socket suspension (VASS) and a group that did not use this system. Fifteen current users of VASS and 12 non-VASS users received an email every two weeks for one year, with a link to an online survey that asked whether they fell (i...
April 8, 2017: Gait & Posture
https://www.readbyqxmd.com/read/28433405/epidemiology-of-toxoplasma-gondii-among-blood-donors-in-iran-a-systematic-review-and-meta-analysis
#16
REVIEW
Akram Mansouri, Mohammad Reza Adhami Mojarad, Gholamreza Badfar, Lila Abasian, Shoboo Rahmati, Wesam Kooti, Mohammad Hossein YektaKooshali, Ali Soleymani, Milad Azami
INTRODUCTION: Asymptomatic Toxoplasma gondii transmitted from blood donors to receiving patients has become a concern. Numerous articles have been published on the epidemiology of T. gondii in blood donors in Iran and a systematic review of the results shows quite different findings, hence this study was conducted to determine the seroprevalence of T. gondii in Iranian blood donors using meta-analysis. METHODS: We searched for epidemiological studies that were published until July 2016 in eight English databases including: Scopus, PubMed, Ovid, Science Direct, Cochrane, Web of Science, Springer, Wiley Online Library, and four Iranian databases: Magiran, Iranmedex, SID and Medlib as well as Google Scholar...
March 29, 2017: Transfusion and Apheresis Science
https://www.readbyqxmd.com/read/28433091/internet-delivered-parenting-program-for-prevention-and-early-intervention-of-anxiety-problems-in-young-children-randomized-controlled-trial
#17
Amy J Morgan, Ronald M Rapee, Agus Salim, Nahal Goharpey, Elli Tamir, Lauren F McLellan, Jordana K Bayer
OBJECTIVE: The Cool Little Kids parenting group program is an effective intervention for preventing anxiety disorders in young children who are at risk because of inhibited temperament. The program has six group sessions delivered by trained psychologists to parents of 3- to 6-year-old children. An online adaptation (Cool Little Kids Online) has been developed to overcome barriers to its wide dissemination in the community. This study tested the efficacy of Cool Little Kids Online in a randomized controlled trial...
May 2017: Journal of the American Academy of Child and Adolescent Psychiatry
https://www.readbyqxmd.com/read/28432846/pathological-internet-use-cyberbullying-and-mobile-phone-use-in-adolescence-a-school-based-study-in-greece
#18
Zoi Tsimtsiou, Anna-Bettina Haidich, Anastasios Drontsos, Fotini Dantsi, Zafiria Sekeri, Evangelos Drosos, Nikolaos Trikilis, Theodoros Dardavesis, Panagiotis Nanos, Malamatenia Arvanitidou
Purpose This study investigated the prevalence of Internet addiction (IA) and cyberbullying and examined profiles of adolescents with increased risk to develop pathological behaviors. Methods In this cross-sectional, school-based study, 8053 students of 30 middle and 21 high schools (12-18 years old) were invited to participate, based on a multistage stratified random sampling technique. The Internet aiddiction test (IAT) was used along with information on socio-demographics, Internet activities and cyberbullying experience...
April 22, 2017: International Journal of Adolescent Medicine and Health
https://www.readbyqxmd.com/read/28432655/direct-analysis-of-organic-compounds-in-liquid-using-a-miniature-photoionization-ion-trap-mass-spectrometer-with-pulsed-carrier-gas-capillary-inlet
#19
Xinqiong Lu, Quan Yu, Qian Zhang, Kai Ni, Xiang Qian, Fei Tang, Xiaohao Wang
A miniature ion trap mass spectrometer with capillary direct sampling and vacuum ultraviolet photoionization source was developed to conduct trace analysis of organic compounds in liquids. Self-aspiration sampling is available where the samples are drawn into the vacuum chamber through a capillary with an extremely low flow rate (less than 1 μL/min), which minimizes sample consumption in each analysis to tens of micrograms. A pulsed gas-assisted inlet was designed and optimized to promote sample transmission in the tube and facilitate the cooling of ions, thereby improving instrument sensitivity...
April 21, 2017: Journal of the American Society for Mass Spectrometry
https://www.readbyqxmd.com/read/28432417/exploring-the-possibility-of-a-retrograde-embolism-pathway-from-the-facial-artery-to-the-ophthalmic-artery-system-in-vivo
#20
Hui Zheng, Lihong Qiu, Zonghui Liu, Yingjun Su, Xinyuan Pan, Sha Liu, Chenggang Yi
BACKGROUND: Blindness caused by soft tissue fillers is an extremely low-probability event, but it results in great concern because of its devastating consequences. Currently, the mechanism of an embolism is usually considered to be an accidental injection of fillers into the blood vessels of the face, such as a facial artery, and then retrograding into the ophthalmic artery system, which causes retinal ischemic necrosis. In addition, previous studies have shown that there are anastomoses between facial arteries and branches of the ophthalmic artery in cadavers...
April 21, 2017: Aesthetic Plastic Surgery
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