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 7,412 document(s) hit in 31,850,051 MEDLINE articles (0.00 seconds)

In this paper, a unified framework of iterative algebraic reconstruction for emission computed tomography (ECT) and its application to positron emission tomography (PET) is presented. The unified framework is based on an algebraic image restoration model and contains conventional iterative algebraic reconstruction algorithms: ART, SIRT, Landweber iteration (LWB), the generalized Landweber iteration (GLWB), the steepest descent method (STP), as well as iterative filtered backprojection (IFBP) reconstruction algorithms: Chang's method, Walters' method, and a modified iterative MAP. The framework provides an effective tool to systematically study conventional iterative algebraic algorithms and IFBP algorithms. Based on this framework, conventional iterative algebraic algorithms and IFBP algorithms are generalized. It is shown from the algebraic point of view that IFBP algorithms are not only excellent methods for correction of attenuation (either uniform or nonuniform) but are also good general iterative reconstruction algorithms (they can be applied to either attenuated or attenuation-free projections and converge very fast). The convergence behavior of iterative algebraic algorithms is discussed and insight is drawn into the fast convergence property of IFBP algorithms. A simulated PET system is used to evaluate IFBP algorithms and LWB in comparison with the maximum likelihood estimation via expectation maximization algorithm (MLE-EM) and the filtered backprojection (FBP) algorithm. The simulation results indicate that for both attenuation-free projection and attenuated projection cases IFBP algorithms have a significant computational advantage over LWB and MLE-EM, and have performance advantages over FBP in terms of contrast recovery and/or noise-to-signal ratios (NSRs) in regions of interest.
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PMID:Iterative algebraic reconstruction algorithms for emission computed tomography: a unified framework and its application to positron emission tomography. 830 40

Hycones II is a tool that facilitates the construction of hybrid connectionist expert systems to solve problems in classification. Hycones II provides a hybrid system that integrates frames with three types of neural network: the "combinatorial" neural model (CNM), the "Fuzzy ARTMAP" model, and the "Semantic ART" (SMART) model, a combination of the CNM and Fuzzy ART-MAP. We will compare the ability of these three models to solve diagnostic problems in two medical domains.
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PMID:Hycones: a hybrid approach to designing decision support systems. 868 79

In this paper, five ongoing or completed research projects in medicine using fuzzy sets and logic are summarized. They are, a lightweight fuzzy process for diagnosis using fuzzy symptoms, prediction of pulmonary embolisms from linguistic descriptions of perfusion and ventilation scans, application of the fuzzy ART/MAP and MinMax/MAP neural network models to radiographic image classification, the development of a fuzzy expert system for the analysis of umbilical cord blood, modeling nursing intuition using type 2 fuzzy sets. These projects use a variety of fuzzy methods including clustering, simple set aggregation and type 2 inferencing to achieve their aims. The ongoing research projects reflect an interest in using type 2 fuzzy sets for dealing with vagueness and linguistic knowledge which is commonly found in medical areas where perceptions rather than measurements are the norm.
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PMID:The fuzzy medical group in the centre for computational intelligence. 1115 81

The presence of adrenocorticotropic hormone (ACTH)-immunoreactive cells and melanocortin (MC) receptors (MC4 and to a lesser extent MC3) has been demonstrated in the medullary reticular formation in the general area where rostral ventrolateral medullary pressor area (RVLM) is located. The importance of RVLM in the regulation of cardiovascular function is well established. Based on these reports, it was hypothesized that ACTH may play a role in the regulation of cardiovascular function. To test this hypothesis, experiments were carried out on artificially ventilated, adult male, urethane-anesthetized and unanesthetized mid-collicular decerebrate rats. The RVLM was identified by microinjections (100 nl) of L-glutamate (L-Glu). Microinjections (100 nl) of ACTH (0.5, 1 and 2 mmol/l) into the RVLM elicited increases in MAP and HR; tachycardic responses were relatively inconsistent. The effects of ACTH were blocked by SHU9119 and agouti-related protein (AGRP). SHU9119 (a synthetic compound) and AGRP (an endogenous peptide) are antagonists for MC4, and to a lesser extent MC3, receptors. The specificity of these antagonists for MC receptors was indicated by their lack of effect on l-Glu responses. Microinjection of ACTH into the RVLM increased the efferent discharge in the greater splanchnic nerve. It was concluded that (1) ACTH exerts excitatory effects on RVLM neurons resulting in pressor and tachycardic responses, (2) these responses were mediated via MC4 and to a lesser extent MC3 receptors in the RVLM, and (3) the pressor effects of ACTH were mediated via sympathetic activation. This is the first report showing central cardiovascular actions of ACTH.
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PMID:Cardiovascular effects of adrenocorticotropin microinjections into the rostral ventrolateral medullary pressor area of the rat. 1679

The presence of adrenocorticotropin (ACTH) containing cells and melanocortin (MC) receptors has been reported in the nucleus tractus solitarius (NTS) of the rat. The importance of the NTS in the regulation of cardiovascular function is also well established. Based on these reports, it was hypothesized that ACTH acting within the NTS may modulate the central regulation of cardiovascular function. To test this hypothesis, cardiovascular effects of ACTH in the NTS were investigated in intact urethane-anesthetized and unanesthetized decerebrate, artificially ventilated, adult male Wistar rats. Microinjections of ACTH (0, 0.5, 1, 2, and 4 mM) into the medial subnucleus of NTS (mNTS) elicited decreases in mean arterial pressure (MAP; 0+/-0, 24.4+/-3.5, 35.7+/-4.3, 44.5+/-5.8 and 53.7+/-5.6 mm Hg, respectively) and heart rate (HR; 0+/-0, 25.7+/-5.3, 35.5+/-6.4, 47.5+/-12.1 and 55.0+/-5.6 beats/min, respectively). The onset and duration of the responses to microinjections of ACTH (0.5-4 mM) were 5-10 s and 45-120 s, respectively. Control microinjections of artificial cerebrospinal fluid (aCSF) did not elicit any response. The volume of all microinjections was 100 nl. The concentrations of ACTH that elicited depressor and bradycardic responses when microinjected into the mNTS (e.g. 1 or 2 mM, 100 nl), did not elicit a response when injected i.v. (n=5) or i.c.v. (n=2) indicating that there was no leakage of the drug from the injection site in the mNTS. Microinjections of MC3/4 receptor antagonists (acetyl-[Nle(4), Asp(5), d-2-Nal(7), Lys(10)]-cyclo-alpha-MSH amide, fragments 4-10 (SHU9119) and agouti-related protein (83-132) amide) into the mNTS blocked the responses to ACTH. Microinjections of ACTH (2 mM) into the mNTS decreased efferent greater splanchnic nerve activity. Bilateral vagotomy significantly attenuated ACTH-induced bradycardia. These results indicated that: 1) microinjections of ACTH into the mNTS elicited depressor and bradycardic responses, 2) these responses were mediated via MC3/4 receptors, 3) the depressor effects were mediated via a decrease in the activity of the sympathetic nervous system, and 4) the bradycardic responses were vagally mediated.
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PMID:Cardiovascular actions of adrenocorticotropin microinjections into the nucleus tractus solitarius of the rat. 1699 87

The follow-up of women after ART is for the most part related, over the short and long term, to the follow-up of the child born through ART. What is important to know is the possible repercussions of treatment on women's health over the short and long term. To date, no study has proven that menopause comes on earlier after ART treatments. Similarly, none of the international studies has demonstrated a significant increase in breast, ovary, uterus, or colon cancer related to ovulation-inducing treatment. However, for reasons of safety, vigilance is required. Large-scale follow-up of this nature essentially involves crossing registries (cancers, ART), but must respect the desires of women not to be indefinitely reminded of their past infertility. In addition, a study is reported on pursuing the parental project in a cohort of 1200 women who delivered at least one child conceived through MAP more than 3 years before.
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PMID:[Post-ART follow-up for women]. 1878 70

The automatic place recognition problem is one of the key challenges in SLAM approaches for loop closure detection. Most of the appearance-based solutions to this problem share the idea of image feature extraction, memorization, and matching search. The weakness of these solutions is the storage and computational costs which increase drastically with the environment size. In this regard, the major constraints to overcome are the required visual information storage and the complexity of similarity computation. In this paper, a novel formulation is proposed that allows the computation time reduction while no visual information are stored and matched explicitly. The proposed solution relies on the incremental building of a bio-inspired visual memory using a Fuzzy ART network. This network considers the properties discovered in primate brain. The performance evaluation of the proposed method has been conducted using two datasets representing different large scale outdoor environments. The method has been compared with RatSLAM and FAB-MAP approaches and has demonstrated a decreased time and storage costs with broadly comparable precision recall performance.
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PMID:Fuzzy ART-based place recognition for visual loop closure detection. 2322 95