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We need to choose some standard covariate value x and evaluate the treat ment means there womens health mgh dostinex 0.25 mg buy cheap. Covariate-adjusted means are the estimated values in each treatment group when the covariate is set to x·· women's health center uga buy generic dostinex 0.5 mg on-line, the grand mean of the covariates menstrual cycle day 6 dostinex 0.5 mg low cost, or µ + i + x·· womens health 80 maiden lane discount dostinex 0.25 mg with visa. Covariate-adjusted means give us a common basis for comparison, because all treatments are evaluated at the same covariate level. Note that the difference between two covariate-adjusted means is just the difference between the treatment effects; we would get the same differences if we compare the means at the common covariate value x = 0. The plot clearly shows a strong, reasonably linear relationship between the response and the covariate. The figure also shows that the keyboard 1 responses tend to be above the keyboard 2 responses for similar covariate values, and keyboard 2 and 3 responses are somewhat mixed at the low end of the covariate. We can further see that keyboard 3 covariates tend to be a bit smaller than the other two 17. In these data, keyboard 3 averages about 6 to 7 hours less than the other two keyboards y, but the difference is within sampling variability. We conclude that there are differences between the three keyboards, with keyboard 1 leading to about 21 more hours of pain in the 2-week period for an average number of hours keyboarding. First, the linear model is only reliable for the range of data over which it was fit. In these data, the hours of keyboarding ranged from about 50 to 70, so it makes no sense to think that doing no keyboarding with keyboard 1 will lead to -34 hours of pain (34 hours of pleasure? Next, it is instructive to compare the results of this Analysis of Covariance with those that would be obtained if the covariate had been ignored. You would not ordinarily do this as part of your analysis, but it helps us see what the covariate has done for us. Regression on the covariate has explained much of the variation within treatment groups, so that residual variation is reduced. Second, the covariate-adjusted treatment effects { are not the same as the unadjusted treatment effects; likewise, the covariate-adjusted means 73. This shows the effect of comparing the treatments at a common value of the covariate. For these data, the covariate-adjusted means are more tightly clustered than the raw means; other data sets may show other patterns. Some authors prefer to write the covariate model yij = µ + i + xij + ij in the slightly different form yij = µ + i + (xij - x··) + ij. We can ~ see that there is no essential difference between these two models once we realize that µ = µ + x··. When this is true, it makes sense to compare treatments via covariate-adjusted means-that is, to compare treatments at a common value of the covariate-because any differences between covariates are just random variation. When treatments do affect covariates, differences between covariates are partly treatment effect and partly random variation. Forcing treatment comparisons to be at a common value of the covariate obscures the true treatment differences. Expand the covariate into a grand mean, deviations of treatment means from the grand mean, and deviations from treatment means to obtain xij = x·· + (xi· - x··) + (xij - xi·), and substitute it into the model: yij = = = = µ + i + xij + ij µ + i + (x·· + (xi· - x··) + (xij - xi·)) + ij (µ + x··) + (i + (xi· - x··)) + (xij - xi·) + ij µ ~ + i ~ + xij ~ + ij Covariate adjustment can obscure the treatment effect 17. In the preceding equations, i is the covariate-adjusted treatment effect, and i is the unadjusted effect (see Ques~ tion 17. These differ by (xi· - x··), so adjusted and unadjusted effects are the same if all treatments have the same average covariate. If the treatments are affecting the covariate, these adjustments should not be made. We can obtain the variance reduction property of covariance analysis without also doing covariate adjustment by using the covariate x instead of ~ x. Compute x by treating the covariate x as a response with the treatments ~ as explanatory variables; the residuals from this model are x. Covariate adjustment to means is (xi· - x··) Using x gives ~ variance reduction only Keyboarding pain, continued An analysis of variance on the keyboarding times in Table 17. Nonetheless, we use those data here to illustrate the analysis that uses covariates only for variance reduction, and not for covariate adjustment.

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Our approach combines methods from information retrieval and supervised machine learning to achieve robust performance in the presence of noise breast cancer financial assistance quality 0.5 mg dostinex. When attempting to eliminate this redundancy menopause 10 years after hysterectomy dostinex 0.5 mg order without a prescription, the main problem arises in determining which of two equivalent sentences to remove breast cancer quotes for family cheap dostinex 0.25 mg buy on-line. In Chapter 3 women's health clinic vancouver wa discount dostinex 0.25 mg with amex, we provide a detailed explanation of our model framework, including the three main components: template creation, excerpt selection, and article assembly. In Chapter 4, we discuss several experiments at both section and article levels to examine the quality of generated articles. Finally, in Chapter 5, we recapitulate the main ideas and contributions of this thesis and discuss a few directions for future research. First, because we are generating individual articles based on a large amount of available data, we must look at text generation, both concept-to-text, for our content planning component, and text-to-text, for the summarization component. Next, our data is drawn from the Internet, which is the subject of a large body of information retrieval and web question answering work. It determines what type of information should be conveyed in the output of a natural language generation system. While traditional methods for content selection are rule-based [20, 28, 30], recent work has focused on corpus-based approaches for this task [3, 12]. Duboue and McKeown [12] create biographical summaries based on fact sheets and descriptive texts. The fact sheets contain brief snippets of information in certain categories, while the descriptive text contains a corresponding written biography. The 14 goal, then, is to find the intersection of both fact sheet and biography to produce a short, coherent summary. In their approach, Duboue and McKeown use the fact sheet to create knowledge frames, which are graphs representing properties of the article subject. Values within the path are clustered to find pieces of text which contain a change of word choice correlated with a change in frame data. This indicates a significant piece of data within the text, which should be retained in the summary. Overall, content selection in this approach is highly dependent on reliable data present in the fact sheet and descriptive text; its main limitation is that without either of these components (as might be the case for an up-and-coming actor), the approach will not produce an optimal result. Barzilay and Lapata [3] present a complex statistical model for content selection. They evaluate their work on a mapping between a database of American football statistics and associated sports news reports. To select which statistics are important to present in the final document, they use a series of constraints to identify related or dependent statistics. They then use a graph-theoretic minimum cut approach to find the globally optimal solution. Unlike our approach, this method generates content based on available information. However, this approach is not feasible in our case, where we do not have all information available prior to content selection. Some use specific methods of representing data [2], while others focus on classifying based on lexical features [14]. There is also an important distinction between sentence fusion [4, 18], which creates new sentences from several existing ones, and sentence extraction [16], which extracts whole sentences from the original document as a unit. They are given a variety of scientific and technical papers in order to create abstracts similar to those created by professional abstractors. They assume that each sentence in a professionally-written abstract is inspired by a certain sentence within the original document, then attempt to extract these inspirational sentences to form a complete abstract. To evaluate which sentences are most relevant, a Bayesian classifier is trained with five features (see Table 2. Many of these features, including length, thematic words, and proper names, are very similar to those used in our system for paragraph classification. These are used to select a user-defined percentage of input sentences for an abstract. Thematic Word Feature True if a sentence contains many thematic words (content words appearing most frequently in the document as a whole). Uppercase Word Feature True if a sentence contains several instances of proper names. Teufel and Moens [31] design a system to create abstracts for scientific conference articles in computational linguistics.

Distinguishing the pleomorphic histology of mesotheliomas from that of other neoplasms can be difficult womens health care proven 0.25 mg dostinex, especially for the pure epithelial mesotheliomas that may closely resemble metastatic adenocarcinoma breast cancer 2nd stage survival rate 0.5 mg dostinex order free shipping. Therefore menstrual molimina 0.5 mg dostinex purchase amex, confirmation of the histological diagnosis by immunohistochemistry and/or electron microscopy is essential women's health center tuscaloosa al buy generic dostinex 0.25 mg on-line. During the past 30 years, many staging systems have been proposed for malignant pleural mesothelioma. This system has been validated by several surgical reports, but will likely require revision in the future as further data in larger numbers of patients become available. The mesothelium covers the external surface of the lungs and the inside of the chest wall. It is usually composed of flat tightly connected cells no more than one layer thick. For pN, histologic examination of a mediastinal lymphadenectomy or lymph node sampling specimen will ordinarily include regional nodes taken from the ipsilateral N1 and N2 nodal stations. In addition, mesotheliomas often metastasize to lymph nodes not involved by lung cancers, most commonly the internal mammary and peridiaphragmatic nodes. Contralateral mediastinal and supraclavicular nodes may be available if a mediastinoscopy or node biopsy is also performed. Patient age, gender, symptoms (absence or presence of chest pain), and history of asbestos exposure are also cited in various studies as potential prognostic factors. Further analysis of these various factors in a large multicenter database is needed to determine their true prognostic validity. Advanced malignant pleural mesotheliomas often metastasize widely to uncommon sites, including retroperitoneal lymph nodes, the brain, and spine, or even to organs such as the thyroid or prostate. However, the most frequent sites of metastatic disease are the peritoneum, contralateral pleura, and lung. In some cases, complete N classification may not be possible, especially if technical unresectable tumor (T4) is found at thoracotomy which prevents access to both N1 and N2 lymph nodes. Histological subtype and patient performance status are consistently 272 American Joint Committee on Cancer · 2010 In order to view this proof accurately, the Overprint Preview Option must be set to Always in Acrobat Professional or Adobe Reader. Desmoplastic In general, the pure epithelioid tumors are associated with a better prognosis than the biphasic or sarcomatoid tumors. Despite their bland histological appearance, desmoplastic tumors appear to have the worst prognosis. Symptoms and patientreported well being: Do they predict survival in malignant pleural mesothelioma? Thoracoscopy in pleural malignant mesothelioma: a prospective study of 188 consecutive patients. The pattern of lymph node involvement influences outcome after extrapleural pneumonectomy for malignant mesothelioma. Prognostic factors in the treatment of malignant pleural mesothelioma at a large tertiary referral center. The impact of lymph node station on survival in 348 patients with surgically resected malignant pleural mesothelioma: Implications for revision of the American Joint Committee on Cancer staging system. Diffuse malignant mesothelioma of the pleura in Ontario and Quebec: a retrospective study of 332 patients. If a grading system is not specified, generally the following system is used: 26 Pleural Mesothelioma 273 In order to view this proof accurately, the Overprint Preview Option must be set to Always in Acrobat Professional or Adobe Reader. The importance of surgical staging in the treatment of malignant pleural mesothelioma. Important prognostic factors in patients with malignant pleural mesothelioma, managed surgically. Node status has prognostic significance in the multimodality therapy of diffuse, malignant mesothelioma. Resection margins, extrapleural nodal status, and cell type determine postoperative long-term survival in trimodality therapy of malignant pleural mesothelioma: results of 183 patients. Job Name: - /381449t 27 Bone (Primary malignant lymphoma and multiple myeloma are not included. Data from these three histologies analyzed at multiple institutions, predominantly influence this staging system. Staging of bone sarcomas is the process whereby patients are evaluated with regard to histology, as well as the local and distant extent of disease. Bone sarcomas are staged based on grade, size, and the presence and location of metastases.

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This will stretch the walls of the stomach cardiac orifice and the attached local esophagus menopause 51 discount dostinex 0.5 mg buy on-line. The walls of the stomach are lined with rugae which can unfold to accommodate stretch in the associated muscle layers pregnancy weight gain chart buy generic dostinex 0.5 mg on line. Such joins of materials of different elasticities are known to produce stress concentrations when stretched pregnancy zinc dostinex 0.5 mg purchase on-line. When the Z-line region is excessively stretched by the lumen pressure the mucosa may tear menstrual itching buy 0.5 mg dostinex with visa, Mallory-Weiss tears [15-17]. Once the mucosa is torn it will heal in a few days if undisturbed, but if another surge occurs the wound will be re-opened. In the meantime any reflux will bring acid stomach contents into contact with the wound leading to erosion, as Weiss found [11]. Injury threshold: With the coming of electron microscopy it became known that the arachnoid and pia structures are stitched together by collagen fibres crossing the subarachnoid space within trabeculae [7-9]. The brain surface cannot move relative to the skull without tearing these trabeculae off the brain surface. Obviously, if the skull is subject to sufficiently violent movement severe brain damage can be induced. Concussion was judged by loss of behaviour responses and loss of corneal and palpebral reflexes. They found there was an all or nothing threshold, below which concussion did not occur. Fifteen of these 19 monkeys were found to have visual evidence for macroscopic hemorrhage damage as marked by surface hemorrhages which were primarily subdural in nature. In the nonconcussed group there were 22 in whom adequate post-mortem studies have been completed. Not a single animal in the nonconcussed group showed any macroscopic evidence of brain damage; in particular there were no surface haemorrhages". Mallory weiss tears: a source of pain: Tearing of the cardiac orifice of the stomach and the adjoining esophagous during vomiting was discovered by Mallory and Weiss during a study of alchoholic adults in whom vomiting was frequent [11]. This results in the gastro-esophageal junction following a Zig-Zag path around their extensions, the Z-line. Medline Plus Medical Encyclopedia [15] says "A Mallory-Weiss tear occurs in the mucus membrane of the lower part of the esophagus or upper part of the stomach, nearby where they join. Forceful vomiting is associated with some form of obstruction of the alimentary canal, typically a sign of pyloric stenosis. The pyloric muscle may go into spasm, or grow so thick that its lumen cannot become patent even when the muscle is completely relaxed. This causes the brain to call for maximum effort from the diaphragm and abdominal muscles to clear the blockage. The excessive intra-abdominal pressure produced drives venous blood up into the head [18]. It would be impracticable, and probably unethical, to attempt to measure the intra-abdominal pressure in an infant during forceful vomiting, but non-bilious projectile vomiting in an infant with pyloric stenosis is known to throw vomit several feet across the room [20], requiring really high intra-abdominal pressures. The pylorus: physiology and function: One form of alimentary obstruction, particularly relevant in the first few months of post-natal life is Pyloric Stenosis. The canal muscular wall (Figure 3) is much thicker than that in the cardiac parts of the stomach. During the first stage of digestion (in the stomach) the pyloric sphincter is held closed while the canal contracts vigorously and repeatedly to reduce food items to a paste. This process is often referred to as "grinding", but mammals have no grinding mechanism. Birds and reptiles have a specialised grinding organ, the "gizzard", separate from the stomach [21] but the mammalian pyloric canal, (Figure 3), is streamlined and lubricated. The mammalian system is optimised to produce high viscous shearing forces on any lumps in the path of powerful jets of digestive fluid driven from the pyloric canal back into the stomach [22]. Pyloric development: this stripping action requires powerful systolic action by the pyloric canal musculature, but at birth the pylorus muscle is still immature, longer but thinner compared to its adult form (Figure 4) [23,24]. Alarotu, in his survey of the anatomy and physiology of the pylorus [25] comments that "The circular muscle system of the stomach has been observed to develop in the human embryo at the 23-41 mm stage, but the longitudinal muscle layer does not develop until the 41-75 mm stage. However, segments in the longitudinal muscle are still absent at birth, and they do not achieve full development until about one year subsequently". Lewis [23], commenting on the form of the stomach in 10 mm human embryos observes that "Since the incisure in the adult is perhaps twice as far from the cardia as from the pylorus, it is evident that the pars pyloric are relatively long in early stages".

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The (sn) modifier indicates that nodal classification is based on less than an axillary dissection pregnancy diarrhea order dostinex 0.5 mg mastercard. When the combination of sentinel and nonsentinel nodes removed is less than a standard low axillary dissection (less than six nodes) the (sn) modifier is used women's health center riverside hospital dostinex 0.5 mg buy without a prescription. The number of quantified nodes for staging is generally the number of grossly identified breast cancer 9 lymph nodes dostinex 0.25 mg low cost, histologically confirmed lymph nodes menopause at 40 dostinex 0.5 mg buy low price. Care should be taken to avoid overcounting sectioned nodes or sectioned adipose tissue with no grossly apparent nodes. The first priority in pathologic evaluation of lymph nodes is to identify all macrometastases (metastases larger than 2. The entire lymph node should be submitted for evaluation and larger nodes should be bisected or thinly sliced no thicker than 2. A single histologic section of each slice has a high probability of detecting all macrometastases present although the largest dimension of the metastases may not be represented. More comprehensive evaluation of lymph node paraffin blocks is not required for staging; however, techniques such as multilevel sectioning and immunohistochemistry will identify additional tumor deposits, typically less than or equal to 2. It is not recommended that nodal tissue that may contain a macrometastasis be diverted for experimental or alternative testing, such as molecular analysis, if this diversion would potentially result in the pathologist missing macrometastases detectable by routine microscopic examination. Job Name: - /381449t in largest dimension, or single cells, usually with little if any histologic stromal reaction. Thus, if more than 200 individual tumor cells are identified as single dispersed tumor cells or as a nearly confluent elliptical or spherical focus in a single histologic section of a lymph node there is a high probability that more than 1,000 cells are present in the lymph node. In these situations, the node should be classified as containing a micrometastasis (pN1mi). Cells in different lymph node cross or longitudinal sections or levels of the block are not added together; the 200 cells must be in a single node profile even if the node has been thinly sectioned into multiple slices. Thus, the threshold of 200 cells in a single cross-section is a guideline to help pathologists distinguish between these two categories. The pathologist should use judgment regarding whether it is likely that the cluster of cells represents a true micrometastasis or is simply a small group of isolated tumor cells. Cases in which at least one micrometastasis is detected but no metastases greater than 2 mm (macrometastases) are detected, regardless of the number of involved nodes, are classified pN1mi or pN1mi(sn), as appropriate, and the number of involved nodes should be noted. The size of a tumor deposit is determined by measuring the largest dimension of any group of cells that are touching one another (confluent or contiguous tumor cells) regardless of whether the deposit is confined to the lymph node, extends outside the node (extranodal or extracapsular extension), or is totally present outside the lymph node and invading adipose. When a tumor deposit has induced a fibrous (desmoplastic) stromal reaction, the combined contiguous dimension of tumor cells and fibrosis determines size of the metastasis. Sacrificing lymph node tissue for molecular analysis that would otherwise be available for histologic evaluation and staging is not recommended particularly when the size of the sacrificed tissue is large enough to contain a macrometastasis. Cases in which there are no distant metastases as determined by clinical and/or radiographic methods are designated cM0, and cases in which one or more distant metastases are identified by clinical and/or radiographic methods are designated cM1. Positive supraclavicular lymph nodes are classified as N3 (see previous discussion). A case is classified as clinically free of metastases (cM0) unless there is documented evidence of metastases by clinical means (cM1) or by biopsy of a metastatic site (pM1). M stage of breast cancer refers to the classification of clinically significant distant metastases, which typically distinguishes whether or not there is a potential for long-term cure. The ascertainment of M stage requires evaluations consisting of a review of systems, physical examination and often also includes radiographic imaging, blood work, and tissue biopsy. The types of examinations needed in each case may vary and guidelines for these are available. Additionally, M stage assessment may not yield a definitive answer on the initial set of evaluations, and follow-up studies may be needed such that the final determination is a recursive and iterative process, assuming that the area of question was present at the time of diagnosis of the primary breast cancer. In these cases, the designated stage should remain M0 unless a definitive designation is made that the patient truly had detectable metastases at the time of diagnosis, based on the guidelines that follow. Detection of metastatic disease by clinical exam should include a full physical examination with focused detail based on symptoms and radiographic findings. When appropriate, serial physical examinations based on evolving symptoms, physical findings, radiographic findings, and/or laboratory findings should be done on an iterative basis. Physical findings alone rarely will provide the basis for assigning M1 stage, and radiographic studies are almost always required. It is not necessary for the patient to have radiological evaluation of distant sites to be classified as clinically free of metastases.

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