Mohsen Sharifi

Bio: Mohsen Sharifi is an academic researcher from Iran University of Science and Technology. The author has contributed to research in topics: Wireless sensor network & Key distribution in wireless sensor networks. The author has an hindex of 23, co-authored 245 publications receiving 3073 citations. Previous affiliations of Mohsen Sharifi include PayPal & National Center for Toxicological Research.

Moderate pulmonary embolism treated with thrombolysis (from the "MOPETT" Trial).

Abstract: The role of low-dose thrombolysis in the reduction of pulmonary artery pressure in moderate pulmonary embolism (PE) has not been investigated. Because the lungs are very sensitive to thrombolysis, we postulated that effective and safe thrombolysis might be achieved by a lower dose of tissue plasminogen activator. The purpose of the present study was to evaluate the role of this “safe dose” thrombolysis in the reduction of pulmonary artery pressure in moderate PE. During a 22-month period, 121 patients with moderate PE were randomized to receive a “safe dose” of tissue plasminogen activator plus anticoagulation (thrombolysis group [TG], n [ 61 patients) or anticoagulation alone (control group [CG], n [ 60). The primary end points consisted of pulmonary hypertension and the composite end point of pulmonary hypertension and recurrent PE at 28 months. Pulmonary hypertension and the composite end point developed in 9 of 58 patients (16%) in the TG and 32 of 56 patients (57%) in the CG (p <0.001) and 9 of 58 patients (16%) in the TG and 35 of 56 patients (63%) in the CG (p <0.001), respectively. The secondary end points were total mortality, the duration of hospital stay, bleeding at the index hospitalization, recurrent PE, and the combination of mortality and recurrent PE. The duration of hospitalization was 2.2 – 0.5 days in the TG and 4.9 – 0.8 days in the CG (p <0.001). The combination of death plus recurrent PE was 1 (1.6%) in TG and 6 (10%) in the CG (p [ 0.0489). No bleeding occurred in any group, and despite a positive trend in favor of a “safe dose” thrombolysis, no significant difference was noted in the rate of individual outcomes of death and recurrent PE when assessed independently. In conclusion, the results from the present prospective randomized trial suggests that “safe dose” thrombolysis is safe and effective in the treatment of moderate PE, with a significant immediate reduction in the pulmonary artery pressure that was maintained at 28 months. 2012 Elsevier Inc. All rights reserved. (Am J Cardiol 2012;-:-e-)

A classified and comparative study of edge detection algorithms

Abstract: Since edge detection is in the forefront of image processing for object detection, it is crucial to have a good understanding of edge detection algorithms. This paper introduces a new classification of most important and commonly used edge detection algorithms, namely ISEF, Canny, Marr-Hildreth, Sobel, Kirsch, Lapla1 and Lapla2. Five categories are included in our classification, and then advantages and disadvantages of some available algorithms within this category are discussed. A representative group containing the above seven algorithms are the implemented in C++ and compared subjectively, using 30 images out of 100 images. Two sets of images resulting from the application of those algorithms are then presented. It is shown that under noisy conditions, ISEF, Canny, Marr-Hildreth, Kirsch, Sobel, Lapla2, Lapla1 exhibit better performance, respectively.

A Survey and Taxonomy of Cyber Foraging of Mobile Devices

Abstract: With the ever-increasing advancement of mobile device technology and their pervasive usage, users expect to run their applications on mobile devices and get the same performance as if they used to run their applications on powerful non-mobile computers. There is a challenge though in that mobile devices deliver lower performance than traditional less-constrained and non-mobile computers because they are constrained by weight, size, and mobility in spite of all their advancements in recent years. One of the most common solutions that has ameliorated this performance disparity is cyber foraging, wherein nearby non-mobile computers called surrogates are utilized to run the whole or parts of applications on behalf of mobile devices. In this paper, we present a survey of cyber foraging as a solution to resolve the challenges of computing on resource-constrained mobile devices. We also explain the most notable cyber foraging systems and present a categorization of existing cyber foraging approaches considering their type of dynamicity, granularity, metrics used, surrogate types and scale, location of their decision maker unit, remoteness of execution, migration support, and their overheads.

Endovenous therapy for deep venous thrombosis: the TORPEDO trial.

Abstract: Objectives. We compared the efficacy and safety of percutaneous endovenous intervention (PEVI) plus anticoagulation with anticoagulation alone in the reduction of venous thromboembolism (VTE) and post-thrombotic syndrome (PTS) in acute proximal deep venous thrombosis (DVT). Background. Recurrent VTE and PTS are common complications of DVT. There are no randomized trials investigating the efficacy of PEVI in the reduction of the above complications. Methods. Patients with symptomatic proximal DVT were randomized to receive PEVI plus anticoagulation or anticoagulation alone. Anticoagulation consisted of intravenous unfractionated heparin or subcutaneous low-molecular weight heparin plus warfarin. PEVI consisted of one or more of a combination of thrombectomy, balloon venoplasty, stenting, or local low-dose thrombolytic therapy. Results. At 6 months follow-up, recurrent VTE developed in 2 of 88 patients of the PEVI plus anticoagulation group versus 12 of 81of the anticoagulation-alone group (2.3% vs. 14.8%, P = 0.003). PTS developed in 3 of 88 patients of the PEVI plus anticoagulation Group and 22 of 81 of the anticoagulation-alone group (3.4% vs. 27.2%, P < 0.001). Conclusions. In patients with symptomatic proximal DVT, PEVI plus anticoagulation may be superior to anticoagulation—alone in the reduction of VTE and PTS at 6 months. © 2010 Wiley-Liss, Inc.

Thrombus Obliteration by Rapid Percutaneous Endovenous Intervention in Deep Venous Occlusion (TORPEDO) trial: midterm results.

Abstract: PurposeTo present midterm results from a randomized study comparing the safety and efficacy of percutaneous endovenous intervention (PEVI) + anticoagulation vs. anticoagulation alone in the reducti...

Machine learning

Abstract: Machine Learning is the study of methods for programming computers to learn. Computers are applied to a wide range of tasks, and for most of these it is relatively easy for programmers to design and implement the necessary software. However, there are many tasks for which this is difficult or impossible. These can be divided into four general categories. First, there are problems for which there exist no human experts. For example, in modern automated manufacturing facilities, there is a need to predict machine failures before they occur by analyzing sensor readings. Because the machines are new, there are no human experts who can be interviewed by a programmer to provide the knowledge necessary to build a computer system. A machine learning system can study recorded data and subsequent machine failures and learn prediction rules. Second, there are problems where human experts exist, but where they are unable to explain their expertise. This is the case in many perceptual tasks, such as speech recognition, hand-writing recognition, and natural language understanding. Virtually all humans exhibit expert-level abilities on these tasks, but none of them can describe the detailed steps that they follow as they perform them. Fortunately, humans can provide machines with examples of the inputs and correct outputs for these tasks, so machine learning algorithms can learn to map the inputs to the outputs. Third, there are problems where phenomena are changing rapidly. In finance, for example, people would like to predict the future behavior of the stock market, of consumer purchases, or of exchange rates. These behaviors change frequently, so that even if a programmer could construct a good predictive computer program, it would need to be rewritten frequently. A learning program can relieve the programmer of this burden by constantly modifying and tuning a set of learned prediction rules. Fourth, there are applications that need to be customized for each computer user separately. Consider, for example, a program to filter unwanted electronic mail messages. Different users will need different filters. It is unreasonable to expect each user to program his or her own rules, and it is infeasible to provide every user with a software engineer to keep the rules up-to-date. A machine learning system can learn which mail messages the user rejects and maintain the filtering rules automatically. Machine learning addresses many of the same research questions as the fields of statistics, data mining, and psychology, but with differences of emphasis. Statistics focuses on understanding the phenomena that have generated the data, often with the goal of testing different hypotheses about those phenomena. Data mining seeks to find patterns in the data that are understandable by people. Psychological studies of human learning aspire to understand the mechanisms underlying the various learning behaviors exhibited by people (concept learning, skill acquisition, strategy change, etc.).

[서평]「Applied Cryptography」

Abstract: The objective of this paper is to give a comprehensive introduction to applied cryptography with an engineer or computer scientist in mind. The emphasis is on the knowledge needed to create practical systems which supports integrity, confidentiality, or authenticity. Topics covered includes an introduction to the concepts in cryptography, attacks against cryptographic systems, key use and handling, random bit generation, encryption modes, and message authentication codes. Recommendations on algorithms and further reading is given in the end of the paper. This paper should make the reader able to build, understand and evaluate system descriptions and designs based on the cryptographic components described in the paper.

2014 ESC Guidelines on the diagnosis and management of acute pulmonary embolism

Abstract: ACS : acute coronary syndrome AMPLIFY : Apixaban for the Initial Management of Pulmonary Embolism and Deep-Vein Thrombosis as First-line Therapy aPTT : activated partial thromboplastin time b.i.d. : bis in diem (twice daily) b.p.m. : beats per minute BNP : brain natriuretic peptide BP : blood pressure CI : confidence interval CO : cardiac output COPD : chronic obstructive pulmonary disease CPG : Committee for Practice Guidelines CRNM : clinically relevant non-major CT : computed tomographic/tomogram CTEPH : chronic thromboembolic pulmonary hypertension CUS : compression venous ultrasonography DSA : digital subtraction angiography DVT : deep vein thrombosis ELISA : enzyme-linked immunosorbent assay ESC : European Society of Cardiology H-FABP : heart-type fatty acid-binding protein HIT : heparin-induced thrombocytopenia HR : hazard ratio ICOPER : International Cooperative Pulmonary Embolism Registry ICRP : International Commission on Radiological Protection INR : international normalized ratio iPAH : idiopathic pulmonary arterial hypertension IVC : inferior vena cava LMWH : low molecular weight heparin LV : left ventricle/left ventricular MDCT : multi-detector computed tomographic (angiography) MRA : magnetic resonance angiography NGAL : neutrophil gelatinase-associated lipocalin NOAC(s) : Non-vitamin K-dependent new oral anticoagulant(s) NT-proBNP : N-terminal pro-brain natriuretic peptide o.d. : omni die (every day) OR : odds ratio PAH : pulmonary arterial hypertension PE : pulmonary embolism PEA : pulmonary endarterectomy PEITHO : Pulmonary EmbolIsm THrOmbolysis trial PESI : pulmonary embolism severity index PH : pulmonary hypertension PIOPED : Prospective Investigation On Pulmonary Embolism Diagnosis PVR : pulmonary vascular resistance RIETE : Registro Informatizado de la Enfermedad Thromboembolica venosa RR : relative risk rtPA : recombinant tissue plasminogen activator RV : right ventricle/ventricular SPECT : single photon emission computed tomography sPESI : simplified pulmonary embolism severity index TAPSE : tricuspid annulus plane systolic excursion Tc : technetium TOE : transoesophageal echocardiography TTR : time in therapeutic range TV : tricuspid valve UFH : unfractionated heparin V/Q scan : ventilation–perfusion scintigraphy VKA : vitamin K antagonist(s) VTE : venous thromboembolism Guidelines summarize and evaluate all available evidence at the time of the writing process, on a particular issue with the aim of assisting health professionals in selecting the best management strategies for an individual patient, with a given condition, taking into account the impact on outcome, as well as the risk-benefit-ratio of particular diagnostic or therapeutic means. Guidelines and recommendations should help the health professionals to make decisions in their daily practice. However, the final decisions concerning an individual patient must be made by the responsible health professional(s) in consultation with the patient and caregiver as appropriate. A great number of Guidelines have …