Splitting Arabic Texts into Elementary Discourse Units

International audienceIn this article, we propose the first work that investigates the feasibility of Arabic discourse segmentation into elementary discourse units within the segmented discourse representation theory framework. We first describe our annotation scheme that defines a set of principles to guide the segmentation process. Two corpora have been annotated according to this scheme: elementary school textbooks and newspaper documents extracted from the syntactically annotated Arabic Treebank. Then, we propose a multiclass supervised learning approach that predicts nested units. Our approach uses a combination of punctuation, morphological, lexical, and shallow syntactic features. We investigate how each feature contributes to the learning process. We show that an extensive morphological analysis is crucial to achieve good results in both corpora. In addition, we show that adding chunks does not boost the performance of our system

A review of the efficacy of mitomycin C in glaucoma filtration surgery

Ahmed Al Habash,1,2 Leyla Ali Aljasim,1 Ohoud Owaidhah,1 Deepak P Edward1,3 1King Khaled Eye Specialist Hospital, Riyadh, Kingdom of Saudi Arabia; 2Department of Ophthalmology, University of Dammam, Dammam, Saudi Arabia; 3Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA Abstract: The success of trabeculectomy, which is considered the gold standard in the surgical treatment of glaucoma, depends on the wound healing response. The introduction of antiproliferative agents such as mitomycin C (MMC) has increased the success rates of trabeculectomy. However, complications due to these agents can be challenging to manage. Hence, it is important to determine the most efficacious dose and duration of exposure. Multiple studies suggest that many factors, including but not limited to MMC preparation, different concentrations, different exposure times, and method of application may affect success rate, and these factors were reviewed in this article. We concluded that lower concentrations of MMC that are prepared and applied in a standardized fashion, such as that using the Mitosol® kit (for 2–3 minutes) during trabeculectomy, could potentially provide trabeculectomy success rates similar to that reported with off-label preparations, and that such a treatment regime could result in in lower complication rates than higher doses of MMC. Keywords: mitomycin C, Mitosol, filtering surgery, trabeculectomy, outcome

Creation of software to help cardiac surgeons

Abstract Background: The writing of surgical and hospitalization reports is time-consuming and does not necessarily enable the increment of a statistical database, tool that is indispensable nowadays to evaluate unit activity or to carry out scientific studies. In order to prevent this double data capture, a computer tool, named CordaBase, has been developed by surgeons and set up in a cardiac surgery unit. Materials and Methods: CordaBase is an interactive software that stores medical data. Thanks to its intuitive interface, CordaBase stores data which is classified chronologically in the following categories: past medical history, preoperative assessment, operating gesture, stay in intensive care unit, stay in wards and evolution/monitoring after discharge. This date, stored in an Access base, are then used in the creation of personalized surgical and hospitalization reports. All the data is permanently available and can be used for the carrying out of scientific works or for the evaluation of the unit activity. Results: From March 2009 to December 2010, 2617 consecutive patients operated on in a Cardiac Surgery Unit were recorded prospectively in the software. All of this stored data assisted the surgeon in his or her administrative tasks, thanks to personalized surgical and hospitalization reports, immediately at the secretariat’s disposal. The database, which is requisitely filled by administrative work, enables the carrying out of any statistical study on all unit activity. Conclusion: With a hindsight of almost 2 years, CordaBase has proven its usefulness in an active cardiac surgery unit, both on an administrative and scientific level. The computerized reports have lightened the medical secretariat’s workload and statistical studies have now become possible without having to take the paper medical files out again. In the years to come, the accumulation of medical data prospectively or retrospectively stored will surely confirm the potential of the use of such a software

The MITRA-HR study: design and rationale of a randomised study of MITRACLIP(R) transcatheter mitral valve repair in patients with severe primary mitral regurgitation eligible for high-risk surgery

International audienceAIMS: Percutaneous mitral valve repair has become an alternative to conventional surgery in patients suffering primary mitral regurgitation (MR) with a contraindication to surgery and could benefit patients at high surgical risk. The aim of the MITRA-HR study is to raise the level of evidence supporting the use of the MitraClip(R) device in primary MR patients with a pre-defined high risk for surgery. METHODS AND RESULTS: MITRA-HR is a prospective, multicentre, randomised study designed to compare mitral valve repair using MitraClip(R) with conventional surgery in patients with severe primary mitral regurgitation at high risk for surgery. The surgical risk is defined by age, Society of Thoracic Surgeons (STS) risk estimate score, frailty, major organ system dysfunction, and procedure-specific impediments. The study will enrol 330 patients randomised between conventional surgery and MitraClip(R) with a 1:1 ratio. The composite primary endpoint includes all-cause mortality, unplanned rehospitalisation for cardiovascular reasons, and mitral valve reintervention at 12 months. The main secondary safety endpoint is a major adverse event composite assessment evaluated 30 days after the procedure. CONCLUSIONS: The randomised MITRA-HR study is designed to provide additional supportive evidence of non-inferiority in efficacy and superiority in safety for percutaneous mitral valve repair using MitraClip(R) compared to conventional surgery in high surgical risk patients