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https://www.readbyqxmd.com/read/28213119/the-heterogeneity-of-the-left-dorsal-premotor-cortex-evidenced-by-multimodal-connectivity-based-parcellation-and-functional-characterization
#1
Sarah Genon, Andrew Reid, Hai Li, Lingzhong Fan, Veronika I Müller, Edna C Cieslik, Felix Hoffstaedter, Robert Langner, Christian Grefkes, Angela R Laird, Peter T Fox, Tianzi Jiang, Katrin Amunts, Simon B Eickhoff
Despite the common conception of the dorsal premotor cortex (PMd) as a single brain region, its diverse connectivity profiles and behavioral heterogeneity argue for a differentiated organization of the PMd. A previous study revealed that the right PMd is characterized by a rostro-caudal and a ventro-dorsal distinction dividing it into five subregions: rostral, central, caudal, ventral and dorsal. The present study assessed whether a similar organization is present in the left hemisphere, by capitalizing on a multimodal data-driven approach combining connectivity-based parcellation (CBP) based on meta-analytic modeling, resting-state functional connectivity, and probabilistic diffusion tractography...
February 14, 2017: NeuroImage
https://www.readbyqxmd.com/read/28212974/costs-and-outcomes-of-increasing-access-to-bariatric-surgery-cohort-study-and-cost-effectiveness-analysis-using-electronic-health-records
#2
Martin C Gulliford, Judith Charlton, Toby Prevost, Helen Booth, Alison Fildes, Mark Ashworth, Peter Littlejohns, Marcus Reddy, Omar Khan, Caroline Rudisill
OBJECTIVES: To estimate costs and outcomes of increasing access to bariatric surgery in obese adults and in population subgroups of age, sex, deprivation, comorbidity, and obesity category. METHODS: A cohort study was conducted using primary care electronic health records, with linked hospital utilization data, for 3,045 participants who underwent bariatric surgery and 247,537 participants who did not undergo bariatric surgery. Epidemiological analyses informed a probabilistic Markov model to compare bariatric surgery, including equal proportions with adjustable gastric banding, gastric bypass, and sleeve gastrectomy, with standard nonsurgical management of obesity...
January 2017: Value in Health: the Journal of the International Society for Pharmacoeconomics and Outcomes Research
https://www.readbyqxmd.com/read/28212103/simulation-of-healing-threshold-in-strain-induced-inflammation-through-a-discrete-informatics-model
#3
Israr Ibrahim, Sanjay Venkata Oruganti, Ramana Pidaparti
Respiratory diseases such as asthma and acute respiratory distress syndrome as well as acute lung injury involve inflammation at the cellular level. The inflammation process is very complex and is characterized by the emergence of cytokines along with other changes in cellular processes. Due to the complexity of the various constituents that makes up the inflammation dynamics, it is necessary to develop models that can complement experiments to fully understand inflammatory diseases. In this study, we developed a discrete informatics model based on cellular automata (CA) approach to investigate the influence of elastic field (stretch/strain) on the dynamics of inflammation and account for probabilistic adaptation based on statistical interpretation of existing experimental data...
February 15, 2017: IEEE Journal of Biomedical and Health Informatics
https://www.readbyqxmd.com/read/28210776/cost-effectiveness-of-denosumab-versus-oral-alendronate-for-elderly-osteoporotic-women-in-japan
#4
T Mori, C J Crandall, D A Ganz
: We constructed a Markov microsimulation model among hypothetical cohorts of community-dwelling elderly osteoporotic Japanese women without prior hip or vertebral fractures over a lifetime horizon. Compared with weekly oral alendronate for 5 years, denosumab every 6 months for 5 years is cost-saving or cost-effective at a conventionally accepted threshold. INTRODUCTION: The objective of the study was to examine the cost-effectiveness of subcutaneous denosumab every 6 months for 5 years compared with weekly oral alendronate for 5 years in Japan...
February 17, 2017: Osteoporosis International
https://www.readbyqxmd.com/read/28210100/the-cost-effectiveness-of-a-nsclc-patient-assistance-program-for-pemetrexed-maintenance-therapy-in-people-s-republic-of-china
#5
Qiang Shi, Shanlian Hu, Wesley E Furnback, Gregory F Guzauskas, Jiejing Shen, Bruce Cm Wang
BACKGROUND: Eli Lilly and the China Primary Health Care Foundation are currently implementing a patient assistance program (PAP) in China, which allows first-line nonsquamous non-small-cell lung cancer (NSCLC) patients who complete four cycles of pemetrexed induction therapy to receive free, continuous pemetrexed maintenance therapy. OBJECTIVE: To estimate the cost-effectiveness of pemetrexed maintenance therapy vs basic standard care (BSC) and the economic impacts of providing a PAP for pemetrexed maintenance therapy to NSCLC patients who have completed pemetrexed induction therapy in a Chinese health care setting...
2017: ClinicoEconomics and Outcomes Research: CEOR
https://www.readbyqxmd.com/read/28208735/probabilistic-neighborhood-based-data-collection-algorithms-for-3d-underwater-acoustic-sensor-networks
#6
Guangjie Han, Shanshan Li, Chunsheng Zhu, Jinfang Jiang, Wenbo Zhang
Marine environmental monitoring provides crucial information and support for the exploitation, utilization, and protection of marine resources. With the rapid development of information technology, the development of three-dimensional underwater acoustic sensor networks (3D UASNs) provides a novel strategy to acquire marine environment information conveniently, efficiently and accurately. However, the specific propagation effects of acoustic communication channel lead to decreased successful information delivery probability with increased distance...
February 8, 2017: Sensors
https://www.readbyqxmd.com/read/28208427/growing-complex-network-of-citations-of-scientific-papers-modeling-and-measurements
#7
Michael Golosovsky, Sorin Solomon
We consider the network of citations of scientific papers and use a combination of the theoretical and experimental tools to uncover microscopic details of this network growth. Namely, we develop a stochastic model of citation dynamics based on the copying-redirection-triadic closure mechanism. In a complementary and coherent way, the model accounts both for statistics of references of scientific papers and for their citation dynamics. Originating in empirical measurements, the model is cast in such a way that it can be verified quantitatively in every aspect...
January 2017: Physical Review. E
https://www.readbyqxmd.com/read/28204986/validation-workflow-for-a-clinical-bayesian-network-model-in-multidisciplinary-decision-making-in-head-and-neck-oncology-treatment
#8
Mario A Cypko, Matthaeus Stoehr, Marcin Kozniewski, Marek J Druzdzel, Andreas Dietz, Leonard Berliner, Heinz U Lemke
PURPOSE: Oncological treatment is being increasingly complex, and therefore, decision making in multidisciplinary teams is becoming the key activity in the clinical pathways. The increased complexity is related to the number and variability of possible treatment decisions that may be relevant to a patient. In this paper, we describe validation of a multidisciplinary cancer treatment decision in the clinical domain of head and neck oncology. METHOD: Probabilistic graphical models and corresponding inference algorithms, in the form of Bayesian networks, can support complex decision-making processes by providing a mathematically reproducible and transparent advice...
February 15, 2017: International Journal of Computer Assisted Radiology and Surgery
https://www.readbyqxmd.com/read/28203219/toward-a-dynamic-probabilistic-model-for-vestibular-cognition
#9
Andrew W Ellis, Fred W Mast
We suggest that research in vestibular cognition will benefit from the theoretical framework of probabilistic models. This will aid in developing an understanding of how interactions between high-level cognition and low-level sensory processing might occur. Many such interactions have been shown experimentally; however, to date, no attempt has been made to systematically explore vestibular cognition by using computational modeling. It is widely assumed that mental imagery and perception share at least in part neural circuitry, and it has been proposed that mental simulation is closely connected to the brain's ability to make predictions...
2017: Frontiers in Psychology
https://www.readbyqxmd.com/read/28196674/cost-effectiveness-analysis-of-dose-dense-versus-standard-intravenous-chemotherapy-for-ovarian-cancer-an-economic-analysis-of-results-from-the-gynecologic-oncology-group-protocol-262-randomized-controlled-trial
#10
Brandon-Luke L Seagle, Shohreh Shahabi
OBJECTIVES: To determine the cost-effectiveness of dose-dense versus standard intravenous adjuvant chemotherapy for ovarian cancer using results from the no-bevacizumab cohort of the Gynecologic Oncology Group protocol 262 (GOG-262) randomized controlled trial, which reported a smaller absolute progression-free survival (PFS) benefit than the prior Japanese trial. METHODS: A three-state Markov decision model from a healthcare system perspective with a 21day cycle length and 28month time-horizon was used to calculate incremental cost-effectiveness ratio (ICER) values per progression-free life-year saved (PFLYS) using results from GOG-262...
February 10, 2017: Gynecologic Oncology
https://www.readbyqxmd.com/read/28196230/association-between-the-probability-of-autism-spectrum-disorder-and-normative-sex-related-phenotypic-diversity-in-brain-structure
#11
Christine Ecker, Derek S Andrews, Christina M Gudbrandsen, Andre F Marquand, Cedric E Ginestet, Eileen M Daly, Clodagh M Murphy, Meng-Chuan Lai, Michael V Lombardo, Amber N V Ruigrok, Edward T Bullmore, John Suckling, Steven C R Williams, Simon Baron-Cohen, Michael C Craig, Declan G M Murphy
Importance: Autism spectrum disorder (ASD) is 2 to 5 times more common in male individuals than in female individuals. While the male preponderant prevalence of ASD might partially be explained by sex differences in clinical symptoms, etiological models suggest that the biological male phenotype carries a higher intrinsic risk for ASD than the female phenotype. To our knowledge, this hypothesis has never been tested directly, and the neurobiological mechanisms that modulate ASD risk in male individuals and female individuals remain elusive...
February 8, 2017: JAMA Psychiatry
https://www.readbyqxmd.com/read/28188484/estimation-of-attachment-regions-of-hip-muscles-in-ct-image-using-muscle-attachment-probabilistic-atlas-constructed-from-measurements-in-eight-cadavers
#12
Norio Fukuda, Yoshito Otake, Masaki Takao, Futoshi Yokota, Takeshi Ogawa, Keisuke Uemura, Ryota Nakaya, Kazunori Tamura, Robert B Grupp, Amirhossein Farvardin, Mehran Armand, Nobuhiko Sugano, Yoshinobu Sato
PURPOSE: Patient-specific musculoskeletal biomechanical simulation is useful in preoperative surgical planning and postoperative assessment in orthopedic surgery and rehabilitation medicine. A difficulty in application of the patient-specific musculoskeletal modeling comes from the fact that the muscle attachment regions are typically invisible in CT and MRI. Our purpose is to develop a method for estimating patient-specific muscle attachment regions from 3D medical images and to validate with cadaver experiments...
February 10, 2017: International Journal of Computer Assisted Radiology and Surgery
https://www.readbyqxmd.com/read/28187936/probabilistic-modeling-of-aggregate-lead-exposure-in-children-of-urban-china-using-an-adapted-ieubk-model
#13
Buqing Zhong, Elisa Giubilato, Andrea Critto, Lingqing Wang, Antonio Marcomini, Jinliang Zhang
Lead, a ubiquitous pollutant throughout the environment, is confirmed to be neurotoxic for children by pulmonary and oral routes. As preschool children in China continue to be exposed to lead, we analyzed the available biomonitoring data for preschool children in urban China collected in the period 2004-2014 through a literature review. To identify apportionment of lead exposure sources for urban children in China, we modified the IEUBK model with a Monte Carlo module to assess the uncertainty and variability of the model output based on limited available exposure data and compared the simulated blood lead levels with the observed ones obtained through literature review...
February 7, 2017: Science of the Total Environment
https://www.readbyqxmd.com/read/28187230/a-simple-way-to-unify-multicriteria-decision-analysis-mcda-and-stochastic-multicriteria-acceptability-analysis-smaa-using-a-dirichlet-distribution-in-benefit-risk-assessment
#14
Gaelle Saint-Hilary, Stephanie Cadour, Veronique Robert, Mauro Gasparini
Quantitative methodologies have been proposed to support decision making in drug development and monitoring. In particular, multicriteria decision analysis (MCDA) and stochastic multicriteria acceptability analysis (SMAA) are useful tools to assess the benefit-risk ratio of medicines according to the performances of the treatments on several criteria, accounting for the preferences of the decision makers regarding the relative importance of these criteria. However, even in its probabilistic form, MCDA requires the exact elicitations of the weights of the criteria by the decision makers, which may be difficult to achieve in practice...
February 10, 2017: Biometrical Journal. Biometrische Zeitschrift
https://www.readbyqxmd.com/read/28185583/probabilistic-inference-of-lateral-gene-transfer-events
#15
Mehmood Alam Khan, Owais Mahmudi, Ikram Ullah, Lars Arvestad, Jens Lagergren
BACKGROUND: Lateral gene transfer (LGT) is an evolutionary process that has an important role in biology. It challenges the traditional binary tree-like evolution of species and is attracting increasing attention of the molecular biologists due to its involvement in antibiotic resistance. A number of attempts have been made to model LGT in the presence of gene duplication and loss, but reliably placing LGT events in the species tree has remained a challenge. RESULTS: In this paper, we propose probabilistic methods that samples reconciliations of the gene tree with a dated species tree and computes maximum a posteriori probabilities...
November 11, 2016: BMC Bioinformatics
https://www.readbyqxmd.com/read/28185563/exploring-phylogenetic-hypotheses-via-gibbs-sampling-on-evolutionary-networks
#16
Yun Yu, Christopher Jermaine, Luay Nakhleh
BACKGROUND: Phylogenetic networks are leaf-labeled graphs used to model and display complex evolutionary relationships that do not fit a single tree. There are two classes of phylogenetic networks: Data-display networks and evolutionary networks. While data-display networks are very commonly used to explore data, they are not amenable to incorporating probabilistic models of gene and genome evolution. Evolutionary networks, on the other hand, can accommodate such probabilistic models, but they are not commonly used for exploration...
November 11, 2016: BMC Genomics
https://www.readbyqxmd.com/read/28185547/a-novel-scan-statistics-approach-for-clustering-identification-and-comparison-in-binary-genomic-data
#17
Danilo Pellin, Clelia Di Serio
BACKGROUND: In biomedical research a relevant issue is to identify time intervals or portions of a n-dimensional support where a particular event of interest is more likely to occur than expected. Algorithms that require to specify a-priori number/dimension/length of clusters assumed for the data suffer from a high degree of arbitrariness whenever no precise information are available, and this may strongly affect final estimation on parameters. Within this framework, spatial scan-statistics have been proposed in the literature, representing a valid non-parametric alternative...
September 22, 2016: BMC Bioinformatics
https://www.readbyqxmd.com/read/28182672/phenotypic-equilibrium-as-probabilistic-convergence-in-multi-phenotype-cell-population-dynamics
#18
Da-Quan Jiang, Yue Wang, Da Zhou
We consider the cell population dynamics with n different phenotypes. Both the Markovian branching process model (stochastic model) and the ordinary differential equation (ODE) system model (deterministic model) are presented, and exploited to investigate the dynamics of the phenotypic proportions. We will prove that in both models, these proportions will tend to constants regardless of initial population states ("phenotypic equilibrium") under weak conditions, which explains the experimental phenomenon in Gupta et al...
2017: PloS One
https://www.readbyqxmd.com/read/28182121/deep-recurrent-neural-network-based-autoencoders-for-acoustic-novelty-detection
#19
Erik Marchi, Fabio Vesperini, Stefano Squartini, Björn Schuller
In the emerging field of acoustic novelty detection, most research efforts are devoted to probabilistic approaches such as mixture models or state-space models. Only recent studies introduced (pseudo-)generative models for acoustic novelty detection with recurrent neural networks in the form of an autoencoder. In these approaches, auditory spectral features of the next short term frame are predicted from the previous frames by means of Long-Short Term Memory recurrent denoising autoencoders. The reconstruction error between the input and the output of the autoencoder is used as activation signal to detect novel events...
2017: Computational Intelligence and Neuroscience
https://www.readbyqxmd.com/read/28181186/an-automated-behavioral-measure-of-mind-wandering-during-computerized-reading
#20
Myrthe Faber, Robert Bixler, Sidney K D'Mello
Mind wandering is a ubiquitous phenomenon in which attention shifts from task-related to task-unrelated thoughts. The last decade has witnessed an explosion of interest in mind wandering, but research has been stymied by a lack of objective measures, leading to a near-exclusive reliance on self-reports. We addressed this issue by developing an eye-gaze-based, machine-learned model of mind wandering during computerized reading. Data were collected in a study in which 132 participants reported self-caught mind wandering while reading excerpts from a book on a computer screen...
February 8, 2017: Behavior Research Methods
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