Digital Mammography texture analysis by computer assisted image processing

We investigate the use of mammograms texture features in a clinical evaluation in mammography in order to assist in the classification of an image based on the breast tissue index. Breast tissue! indices give the possibility to analyze images and determine the similarity of the Images. and evaluate the classification of the obtained image The measures of similarity of images used for the texture analysis are based upon textural characteristics and the distribution of density in the breast. The features used include the gray-level histogram, and texture features based upon the gray-level co-occurrence matrix, moment-based features obtained by Matlab program application. The performance of the method was measured in terms of precision of retrieval measurements. The results indicate improvement that is related to breast density classification in mammograms. Image processing assisted by computer give the characterization of masses and micro-calcification texture. The methodology proposed in the present work is generic, and can be applied also to other imaging modalities and clinical applications, as for example, Ultrasound breast evaluation and Scintimammograph

New Cerebral Ischemic Lesions After Carotid Endarterectomy

Background: We sought to investigate the incidence and location of new cerebral ischemic lesions after carotid endarterectomy (CEA) using diffusion-weighted magnetic resonance imaging (DW-MRI). Methods: Sixty-six consecutive patients (50 males with a mean [+/- SD] age of 69 +/- 9 years) who underwent CEA were included in this prospective study. Seventeen patients were symptomatic and 49 patients were asymptomatic. CEA was performed with patch closure without using a shunt. Carotid plaque echostructure was evaluated with the grayscale median (GSM) score. DW-MRI scanning of the brain was performed 24 hours before and 48 to 72 hours after the procedure. Results: Thirty-day stroke and mortality rates were 0%. The mean GSM score for symptomatic patients was 27 +/- 15; for asymptomatic patients, the mean GSM score was 39 +/- 18 (P = 0.006). Patients were divided into 2 groups according to GSM score: GSM scores <= 25 (22 patients) and GSM scores >26 (44 patients). New brain lesions were detected after 6 endarterectomies (8.9%), and all were clinically silent. These lesions were ischemic in 5 cases (7.5%) and micro-hemorrhagic in 1 case (1.4%). In 3 cases, new ischemic lesions were located within the treated carotid artery territory. In 2 cases, new lesions on DW-MRI were located outside of the treated carotid artery territory. There was no significant difference in the incidence of ischemic lesions between the 2 groups (GSM scores <= 25, 2 lesions; GSM scores >26, 3 lesions; P = 0.544). Conclusions: New ischemic lesions on DW-MRI are detected in 7.5% of patients after CEA, and most of these lesions are clinically silent. Plaque echogenicity does not affect their incidence. New lesions seen on DW-MRI may be generated outside of the treated carotid artery territory

Recurrent Inguinal Hernia Repair: What is the Evidence of Case Series? A Meta-Analysis and Metaregression Analysis

To examine, if case series considered together with observational studies tend to produce similar results as randomized-controlled trials (RCTs), on recurrent hernia repair. A systematic literature review and meta-analysis between 1990 and 2013 revealed 46 nonrandomized studies (NRCTs) and 5 RCTs including 25,730 patients. A direct comparison of the summary estimates between RCTs and NRCTs is presented. Outcomes, within or across studies, were compared. Comparisons of all outcomes in NRCTs and RCTs failed to show statistical significance. Prospective/retrospective cohort studies, case series, and RCTs did not differ significantly in their estimates. Adjusted testing for metaregression disclosed that rerecurrence among NRCTs was independent of the study design. The number of included patients and study setting were independent predictors of outcome. Our proposed methodology for a systematic review could potentially give answers where level I evidence is missing or could be a tool for optimization of a RCT design

Evaluation of a quality improvement intervention to reduce anastomotic leak following right colectomy (EAGLE): pragmatic, batched stepped-wedge, cluster-randomized trial in 64 countries

Background Anastomotic leak affects 8 per cent of patients after right colectomy with a 10-fold increased risk of postoperative death. The EAGLE study aimed to develop and test whether an international, standardized quality improvement intervention could reduce anastomotic leaks. Methods The internationally intended protocol, iteratively co-developed by a multistage Delphi process, comprised an online educational module introducing risk stratification, an intraoperative checklist, and harmonized surgical techniques. Clusters (hospital teams) were randomized to one of three arms with varied sequences of intervention/data collection by a derived stepped-wedge batch design (at least 18 hospital teams per batch). Patients were blinded to the study allocation. Low- and middle-income country enrolment was encouraged. The primary outcome (assessed by intention to treat) was anastomotic leak rate, and subgroup analyses by module completion (at least 80 per cent of surgeons, high engagement; less than 50 per cent, low engagement) were preplanned. Results A total 355 hospital teams registered, with 332 from 64 countries (39.2 per cent low and middle income) included in the final analysis. The online modules were completed by half of the surgeons (2143 of 4411). The primary analysis included 3039 of the 3268 patients recruited (206 patients had no anastomosis and 23 were lost to follow-up), with anastomotic leaks arising before and after the intervention in 10.1 and 9.6 per cent respectively (adjusted OR 0.87, 95 per cent c.i. 0.59 to 1.30; P = 0.498). The proportion of surgeons completing the educational modules was an influence: the leak rate decreased from 12.2 per cent (61 of 500) before intervention to 5.1 per cent (24 of 473) after intervention in high-engagement centres (adjusted OR 0.36, 0.20 to 0.64; P < 0.001), but this was not observed in low-engagement hospitals (8.3 per cent (59 of 714) and 13.8 per cent (61 of 443) respectively; adjusted OR 2.09, 1.31 to 3.31). Conclusion Completion of globally available digital training by engaged teams can alter anastomotic leak rates. Registration number: NCT04270721 (http://www.clinicaltrials.gov)