Bosch, RJ & Ryan, LM 1998, 'Generalized Poisson models arising from Markov processes', STATISTICS & PROBABILITY LETTERS, vol. 39, no. 3, pp. 205-212.
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We develop a family of distributions which allow for over- and underdispersion relative to the Poisson. This latter feature is particularly appealing since many existing methods only allow for overdispersion. These distributions arise from underlying continuous-time Markov processes in which event rates depend on how many events have already occurred. The results are illustrated with underdispersed count data from a polyspermy study and overdispersed data from the Canadian Sickness Survey. (C) 1998 Elsevier Science B.V. All rights reserved.
Cucchiara, R, Neri, G & Piccardi, M 1998, 'A real-time hardware implementation of the hough transform', Journal of Systems Architecture, vol. 45, no. 1, pp. 31-45.
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The paper presents a hardware implementation of algorithms based on the Hough transform (HT) for real-time straight line detection. In particular, the basic HT on the edge points (EHT) and the Gradient-Weighted Hough transform (GWHT) for gray-level image
Gaylor, D, Ryan, L, Krewski, D & Zhu, YL 1998, 'Procedures for calculating benchmark doses for health risk assessment', REGULATORY TOXICOLOGY AND PHARMACOLOGY, vol. 28, no. 2, pp. 150-164.
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Safety assessment for noncancer health effects generally has been based upon dividing a no observed adverse effect (NOAEL) by uncertainty (safety) factors to provide an acceptable daily intake (ADI) or reference dose (RfD). Since the NOAEL does not utilize all of the available dose-response data, allows higher ADI from poorer experiments, and may have an unknown, unacceptable level of risk, the benchmark dose (BD) with a specified, controlled low level of risk has become popular as an adjunct to the NOAEL or the low observed adverse effect level (LOAEL) in the safety assessment process. The purpose of this paper is to summarize statistical procedures available for calculating BDs and their confidence limits for noncancer endpoints. Procedures are presented and illustrated for quantal (binary), quasicontinuous (proportion), and continuous data. Quasicontinuous data arise in developmental studies where the measure of an effect for a fetus is quantal (normal or abnormal) but the experimental unit is the mother (litter) so that results can be expressed as the proportion of abnormal fetuses per litter. However, the correlation of effects among fetuses within a litter poses some additional statistical problems. Also, developmental studies usually include some continuous measures, such as fetal body weight or length. With continuous data there generally is not a clear demarcation between normal and adverse measurements. In such cases, extremely high and/or low measurements at some designated percentile(s) can be considered abnormal. Then the probability (risk) of abnormal individuals can be estimated as a function of dose. The procedure for estimating a BD with continuous data is illustrated using neurotoxicity data. When multiple measures of adverse effects are available, a BD can be estimated based on a selected endpoint or the appearance of any combination of endpoints. Multivariate procedures are illustrated using developmental and reproductive toxicity data.
Ibrahim, JG, Ryan, LM & Chen, MH 1998, 'Using historical controls to adjust for covariates in trend tests for binary data', JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, vol. 93, no. 444, pp. 1282-1293.
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Historical data often play an important role in helping interpret the results of a current study. This article is motivated primarily by one specific application: the analysis of data from rodent carcinogenicity studies. By proposing a suitable informative prior distribution on the relationship between control outcome data and covariates, we derive modified trend test statistics that incorporate historical control information to adjust for covariate effects. Frequentist and fully Bayesian methods are presented, and novel computational techniques are developed to compute the test statistics. Several attractive theoretical and computational properties of the proposed priors are derived. In addition, a semiautomatic elicitation scheme for the priors is developed. Our approach is used to modify a widely used prevalence test for carcinogenicity studies. The proposed methodology is applied to data from a National Toxicology Program carcinogenicity experiment and is shown to provide helpful insight on the results of the analysis. © 1998 Taylor & Francis Group, LLC.
Ibrahim, JG, Ryan, LM & Chen, M-H 1998, 'Using Historical Controls to Adjust for Covariates in Trend Tests for Binary Data', Journal of the American Statistical Association, vol. 93, no. 444, pp. 1282-1282.
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Keller, SM, Ryan, LM, Coia, LR, Dang, P, Vaught, DJ, Diggs, C, Weiner, LM & Benson, AB 1998, 'High dose chemoradiotherapy followed by esophagectomy for adenocarcinoma of the esophagus and gastroesophageal junction', Cancer, vol. 83, no. 9, pp. 1908-1916.
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Lindsey, JC & Ryan, LM 1998, 'Tutorial in biostatistics - Methods for interval-censored data', STATISTICS IN MEDICINE, vol. 17, no. 2, pp. 219-238.
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In standard time-to-event or survival analysis, occurrence times of the event of interest are observed exactly or are right-censored, meaning that it is only known that the event occurred after the last observation time, There are numerous methods available for estimating the survival curve and for testing and estimation of the effects of covariates in this context. In some situations, however, the times of the events of interest may only be known to have occurred within an interval of time. In clinical trials, for example, patients are often seen at pre-scheduled visits but the event of interest may occur in between visits. These data are interval-censored. Owing to the lack of well-known statistical methodology and available software, a common ad hoc approach is to assume that the event occurred at the end (or beginning or midpoint) of each interval, and then apply methods for standard time-to-event data. However, this approach can lead to invalid inferences, and in particular will tend to underestimate the standard errors of the estimated parameters. The purpose of this tutorial is to illustrate and compare available methods which correctly treat the data as being interval-censored. It is not meant to be a full review of all existing methods, but only those which are available in standard statistical software, or which can be easily programmed. All approaches will be illustrated on two data sets and compared with methods which ignore the interval-censored nature of the data. We hope this tutorial will allow those familiar with the application of standard survival analysis techniques the option of applying appropriate methods when presented with interval-censored data. (C) 1998 John Wiley & Sons, Ltd.
Padungtod, C, Lasley, BL, Christiani, DC, Ryan, LM & Xu, XP 1998, 'Reproductive hormone profile among pesticide factory workers', JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, vol. 40, no. 12, pp. 1038-1047.
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Serum follicle-stimulating hormone (FSH), luteinizing hormone (LH), and testosterone levels, as well as urinary levels of FSH, LH, and E1C, a metabolite of testosterone, were measured to investigate the adverse reproductive effects of organophosphate pes
Stoianoff, NP 1998, 'Access to Australia's Biological Resources and Technology Transfer', European Intellectual Property Review, vol. 20, no. 8, pp. 298-305.
Stoler, JM, Huntington, KS, Peterson, CM, Peterson, KP, Daniel, P, Aboagye, KK, Lieberman, E, Ryan, L & Holmes, LB 1998, 'The prenatal detection of significant alcohol exposure with maternal blood markers', The Journal of Pediatrics, vol. 133, no. 3, pp. 346-352.
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Objective: To examine the efficacy of a combination of 4 blood markers of alcohol use in detecting alcohol-abusing pregnant women. Study design: Two new markers of alcohol use, whole blood-associated acetaldehyde and carbohydrate-deficient transferrin, and 2 traditional markers of alcohol use, γ-glutamyl transpeptidase and mean red blood cell volume, were measured in the blood of pregnant women. Each woman was interviewed about alcohol and drug use, medical and obstetric histories, and nutrition. Each infant was examined by a clinician who was blinded to exposure status. Results: All of the women who reported drinking an average of 1 or more ounces of absolute alcohol per day had at least 1 positive blood marker. The infants of mothers with 2 or more positive markers had significantly smaller birth weights, lengths, and head circumferences than the infants with negative maternal screens. The presence of 2 or more positive markers was more predictive of infant outcome than any self-reporting measure. Conclusions: These markers, which detect more at-risk pregnant women than self-reporting methods, could lead to better efforts at detection and prevention of alcohol-induced fetal damage.
Wang, N & Xu, G 1998, 'Novel method using light scattering energy spectrum for particle size analysis', Zhongguo Jiguang/Chinese Journal of Lasers, vol. 25, no. 10, pp. 897-900.
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Based on the light scattering principle, a new method for measuring the particle size and distribution was proposed. The new method is different from the traditional light scattering laser particle sizers. It adopts a white light as the light source and only collects the scattered light energy signal within one solid angle. The particle diameter and its size distribution are acquired from the inversion calculation. The theoretical analysis, numerical simulation as well as the experimental investigation of the new method were given.
Weller, EA & Ryan, LM 1998, 'Testing for trend with count data', BIOMETRICS, vol. 54, no. 2, pp. 762-773.
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Among the tests that can be used to detect dose-related trends in count data from toxicological studies axe nonparametric tests such as the Jonckheere-Terpstra and likelihood-based tests, for example, based on a Poisson model. This paper was motivated by a data set of tumor counts in which conflicting conclusions were obtained using these two tests. To define situations where one test may be preferable, we compared the small and large sample performance of these two tests as well as a robust and conditional version of the likelihood-based test in the absence and presence of a dose- related trend for both Poisson and overdispersed Poisson data. Based on our results, we suggest using the Poisson test when little overdispersion is present in the data. For more overdispersed data, we recommend using the robust Poisson test for highly discrete data (response rate lower than 2-3) and the robust Poisson test or the Jonckheere-Terpstra test for moderately discrete or continuous data (average responses larger than 2 or 3). We also studied the effects of dose metameter misspecification. A clear effect on efficiency was seen when the 'wrong' dose metameter was used to compute the test statistic. In general, unless there is strong reason to do otherwise, we recommend the use of equally spaced dose levels when applying the Poisson or robust Poisson test for trend.
Witte, RS, Ryan, LM, Schutt, AJ, Carbone, PP & Engstrom, PF 1998, 'Pala Versus Streptozotocin, Doxorubicin, and Meccnu in the Treatment of Patients With Advanced Pancreatic Carcinoma', Investigational New Drugs, vol. 16, no. 4, pp. 315-318.
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Seventy-three eligible, chemotherapy-naive, ambulatory patients with advanced pancreatic carcinoma were allocated to one of two treatment regimens: 35 received PALA (1250 mg/m2 daily x 5 every 4 weeks) and 38 were given SAM (streptozotocin 400 mg/m2 IV daily x 5, doxorubicin 45 mg/m2 IV on day 1 and 22, and methyl CCNU 60 mg/m2 orally on days 1 and 22 every 6 weeks). Doses were modified for myelo-, gi-, or cardiotoxicity. Adequate organ, bone marrow and cardiac function; a measurable lesion; adequate caloric intake; and a life expectancy of 2 months were required for treatment on this trial. One patient on each regimen had a partial response for response rates of 3% (95% confidence intervals, 0.08 to 17%). Median survival on the PALA arm was 5 months and median time to treatment failure was 2.6 months. SAM patients experienced median overall and progression free survivals of 3.4 and 1.9 months, respectively. The severe toxicity observed was almost exclusively myelosuppression on both regimens. One patient receiving SAM had lethal leukopenic sepsis during the first cycle as the only treatment-related death. Neither PALA nor SAM offer any therapeutic utility to patients with advanced pancreatic cancer.
Xu, XP, Cho, SI, Sammel, M, You, LY, Cui, SC, Huang, YM, Ma, GH, Padungtod, C, Pothier, L, Niu, TH, Christiani, D, Smith, T, Ryan, L & Wang, LH 1998, 'Association of petrochemical exposure with spontaneous abortion', OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, vol. 55, no. 1, pp. 31-36.
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Barattin, M, Cucchiara, R & Piccardi, M 1970, 'A Rule-based Vehicular Traffic Tracking System', Proceedings of the Joint Conference on Information Sciences, pp. 334-337.
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The paper presents a computer vision-based approach to the problem of vehicular traffic monitoring. The approach associates a high-level tracking system to a low-level system that performs moving vehicles detection. The high-level module is based on a large set of rules and is able to keep tracks of all moving or stopped vehicles along the image sequence.
Cucchiara, R & Piccardi, M 1970, 'Exploiting image processing locality in cache pre-fetching', Proceedings. Fifth International Conference on High Performance Computing (Cat. No. 98EX238), Proceedings. Fifth International Conference on High Performance Computing, IEEE Comput. Soc, CHENNAI, INDIA, pp. 466-472.
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Dong, G & Li, J 1970, 'Interestingness of discovered association rules in terms of neighborhood-based unexpectedness', RESEARCH AND DEVELOPMENT IN KNOWLEDGE DISCOVERY AND DATA MINING, 2nd Pacific-Asia Conference on Research and Development in Knowledge Discovery and Data Mining (PAKDD-98), Springer Berlin Heidelberg, MELBOURNE, AUSTRALIA, pp. 72-86.
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Egan, KM, Ryan, LM & Gragoudas, ES 1970, 'Survival implications of enucleation after definitive radiotherapy for choroidal melanoma - An example of regression on time-dependent covariates', ARCHIVES OF OPHTHALMOLOGY, 67th Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology, Amer Medical Assoc, FT LAUDERDALE, FLORIDA, pp. 366-370.
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Objective: To evaluate whether the removal of the eye after radiotherapy alters the rates of metastatic death in patients with melanoma of the choroid. Patients and Methods: Using an extension of the Cox model, we based our analysis on a cohort of 1541 c
Li, W, Wang, Y, Li, W, Zhang, J & Li, J 1970, 'Sparselized higher-order neural network and its pruning algorithm', IEEE International Conference on Neural Networks Conference Proceedings, 2nd IEEE World Congress on Computational Intelligence (WCCI 98), IEEE, ANCHORAGE, AK, pp. 359-362.
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In this paper, the fully-connected higher-order neuron and sparselized higher-order neuron are introduced, the mapping capabilities of the fully-connected higher-order neural networks are investigated, and that arbitrary Boolean function defined from {0,1}N can be realized by fully-connected higher-order neural networks is proved. Based on this, in order to simplify the networks' architecture, a pruning algorithm of eliminating the redundant connection weights is also proposed, which can be applied to the implementation of sparselized higher-order neural classifier and other networks. The simulated results show the effectiveness of the algorithm.
Yue Xu & Chenggi Zhang 1970, 'An efficient and practical diagnosis model', Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294), 10th International Conference on Tools with Artificial Intelligence (ICTA'98), IEEE, TAIPEI, TAIWAN, pp. 367-374.
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