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Sleep apnea detection from single-lead ECG using features based on ECG -derived respiration (EDR) signals
, Article IRBM ; Volume 39, Issue 3 , 2018 , Pages 206-218 ; 19590318 (ISSN) ; Shamsollahi, M. B ; Sharif University of Technology
Elsevier Masson SAS
2018
Abstract
Background and objective: One of the important applications of non-invasive respiration monitoring using ECG signal is the detection of obstructive sleep apnea (OSA). ECG-derived respiratory (EDR) signals, contribute to useful information about apnea occurrence. In this paper, two EDR extraction methods are proposed, and their application in automatic OSA detection using single-lead ECG is investigated. Methods: EDR signals are extracted based on new respiration-related features in ECG beats morphology, such as ECG variance (EDRVar) and phase space reconstruction area (EDRPSR). After evaluating the EDRs by comparing them to a reference respiratory signal, they are used in an automatic OSA...
ECG-derived respiration estimation from single-lead ECG using gaussian process and phase space reconstruction methods
, Article Biomedical Signal Processing and Control ; Volume 45 , 2018 , Pages 80-90 ; 17468094 (ISSN) ; Shamsollahi, M. B ; Sharif University of Technology
Elsevier Ltd
2018
Abstract
Respiratory activity influences electrocardiographic measurements (ECG) in various ways. Therefore, extraction of respiratory information from ECG, namely ECG-derived respiratory (EDR), can be used as a promising noninvasive method to monitor respiration activity. In this paper, an automatic EDR extraction system using single-lead ECG is proposed. Respiration effects on ECG are categorized into two different models: additive and multiplicative based models. After selection of a proper model for each subject using a proposed criterion, gaussian process (GP) and phase space reconstruction area (PSRArea) are introduced as new methods of EDR extraction for additive and multiplicative models,...
Discussion of "prediction of discharge capacity over two-cycle labyrinth side weir using ANFIS" by M. cihan aydin and korhan kayisli
, Article Journal of Irrigation and Drainage Engineering ; Volume 143, Issue 7 , 2017 ; 07339437 (ISSN) ; Kabiri Samani, A ; Parvaneh, M ; Sharif University of Technology
2017
Extraction of Respiratory Information from ECG and Application on the
Apnea Detection
,
M.Sc. Thesis
Sharif University of Technology
;
Shamsollahi, Mohammad Bagher
(Supervisor)
Abstract
Respiration signal is one of the biological information required to monitor patient respiratory activities. Noninvasive respiratory monitoring is an extensive field of research, which has seen widespread interest for several years. It is well known that the respiratory activity influences electrocardiographic measurements (ECG) in various ways. Therefore, different signal processing techniques have been developed for extracting this respiratory information from the ECG, namely ECG derived respiratory (EDR). Potential advantages of such techniques are their low cost, high convenience and the ability to simultaneously monitor cardiac and respiratory activity. One of the aims of this thesis is...
Improving Efficiency of Labyrinth Side Weirs Using Asymmetric Geometry
, M.Sc. Thesis Sharif University of Technology ; Borghei, Mahmood (Supervisor)
Abstract
One of the most important methods of controlling discharge in water industry which is widely used in irrigation, water distribution, waste-water engineering, drainage, flood control and other water related projects, is side weir. The hydraulic behavior of flow over side weir is spatially varied flow with decreasing discharge. Various investigators have related the weir discharge coefficient as a function of main channel upstream Froude number and the fraction of weir height to upstream depth . Performance of sharp crested side weirs with extended length (as labyrinth side weir with asymmetric geometry) has been studied in this thesis. The variables for this study are height of weir ,...
Common Areas of Language Impairment in Persian-speaking Autistic Children
, M.Sc. Thesis Sharif University of Technology ; Khosravizadeh, Parvaneh (Supervisor)
Abstract
In qualitative content analysis research with the aim of identifying areas of language impairmenthigh-functioning Persian-speaking autistic children, ten subjects were observed during fifteen training sessions which were the cognitive block of a three-block training program. Each session lasted 90 minutes and was video recorded. Prior to this, focus group interviews with specialists and semi-structured interviews with mothers and parallel to that focus group interviews with mothers were handled all of which were audio recorded. After two levels of initial and second coding, a final list of areas of impairment in the language of high-functioning Persian-speaking autistic children, that...
Abstractive Persian User Reviews Summarization in the Frameworks of Graph Data Structure and Complex Networks
, M.Sc. Thesis Sharif University of Technology ; Khosravizadeh, Parvaneh (Supervisor)
Abstract
With the rapid development in information-communication technologies a huge amount of electronic documents has been produced and increase everyday in the world wide web. According to this wide information environment, summarization is critical for the users who digest this electronic big data. This research proposes two graph-based abstractive models for summarizing the Persian texts. A good summary should cover the overall context and the important subjects, and should be properly readable and coherent as well. Some permanent challenges in automatic text summarizations intended to increase the readability of output text, as well as covering all the main topics, and minimize the redundancy....
A Comparison Between Path-based Traffic Assignment Algorithms
, M.Sc. Thesis Sharif University of Technology ; Zokaie Aashtiani, Hedayat (Supervisor)
Abstract
In the transportation litreture, many different algorithms have been proposed for solving traffic assignment problem based on the user-equilibrium principal.These algorithms are devided into two main groups: Path-based algorithms and arc-based algorithms. In the past, arc-based algorithms has attracted quite attention, but recent scientific progress in the computer science changed this viewpoint to the state of path-based algorithms. Much of the attention has been focused on three particular algorithms: the complementarity (C) algorithm, the gradient projection (GP) algorithm and the disaggregate simplicial decomposition (DSD) algorithm. In this thesis, these three algorithms have been...
A Study on the Effect of Multi-domain Mental Conceptual Network on Metaphorical Creativity
, M.Sc. Thesis Sharif University of Technology ; Khosravizadeh, Parvaneh (Supervisor)
Abstract
This thesis was an attempt to find the effect of having multi-domain conceptual network on metaphorical creativity. The purpose of this research was to answer the following question: By extending and expanding the mental conceptual network, could one increase their potential creativity; In other words, is expansion of the mental conceptual network one of the parameters of creativity or not.To answer this question, a questionnaire and a test were developped. Through the questionnaire, we divided the sample group into the test and control groups. And the test indicated how creative each individual is.There were three different ways the sample group was divided. The criteria for dividing the...
Synonym and Antonym Extraction
, M.Sc. Thesis Sharif University of Technology ; Khosravizadeh, Parvaneh (Supervisor)
Abstract
One of the ways for semantic modelling of natural languages is to use the distributed representations of words. Formerly in order to produce the distributed representations of words several methods like LSA, LDA and other techniques taken from information retrieval were applied. The main idea presented by these methods is that the whole document consists of one central topic that has become hidden by the words it is made of. These models assign one general meaning to the whole document and do not regard words as semantically independent. However, each of the words of a document have specific senses that these models are not able to reflect. On the other hand efforts done in the field of...
Frictional Contact Modeling Using a Node-to-Surface Procedure in Dynamic Problems
, M.Sc. Thesis Sharif University of Technology ; Khoei, Amir Reza (Supervisor)
Abstract
Contact happens when two bodies collide. Depending on our assumption, it can be considered as a frictional or frictionless contact. Here we have assumed that friction accompanies the contact phenomenon, hence it is called a frictional contact. For modeling contact problems, different procedures can be used such as node-to-node or node-to-surface patterns. Here we want to use the node-to-surface procedure to model the contact problem. The node-to-surface pattern has the capability to model interface behavior between different materials. By using the finite element method through numerical computations and also by applying constraint conditions which are related to contact conditions, we can...
Semantic Role Labeling Using Dependency Trees of Persian Sentences
, M.Sc. Thesis Sharif University of Technology ; Khosravizadeh, Parvaneh (Supervisor)
Abstract
A semantic role labeler is a software that takes sentences as inputs and identifies the words or groups which have semantic roles such as Agent, Theme, Source, Instrument etc. The correct identification of semantic rols using computers can improve the quality of many natural language processing tasks such as information extraction, question and answering, text summarization and machine translation.Therefore a considerable amount of research has been carried out on this topic. Semantic role labelers normally use features extracted from the syntactic structure of the input sentences. That is why the syntactic representation used has a prominent role in the system's outcome. The research...
Discharge coefficient of triangular and asymmetric labyrinth side weirs using the nonlinear PLS method
, Article Journal of Irrigation and Drainage Engineering ; Volume 142, Issue 11 , 2016 ; 07339437 (ISSN) ; Kabiri Samani, A ; Nekooie, M. A ; Sharif University of Technology
American Society of Civil Engineers (ASCE)
2016
Abstract
Side weirs are hydraulic control structures widely used in irrigation and drainage systems as well as wastewater treatment plants. These structures also serve as adjusting/diverting flow structures with a minimum head loss. In the present study, by applying experimental data of more than 400 laboratory tests and using the multivariable nonlinear partial least-squares (PLS) method, three nonlinear equations are proposed for discharge coefficient, CM, of triangular and asymmetric labyrinth side weirs. These equations relate the discharge coefficient to the relevant geometrical and hydraulic dimensionless characteristics of flow. Results indicate that the new proposed equations are more...
Designing and Implementation of a Morphological Analyzer for Central Kurdish Language
, M.Sc. Thesis Sharif University of Technology ; Khosravizadeh, Parvaneh (Supervisor) ; Veisi, Hadi (Supervisor)
Abstract
Morphological analysis of words plays a fundamental role in natural language processing applications such as spell checker, POS-tagging and machine translation. Among different dialects belonging to Kurdish, Northern Kurdish (Kurmanji), Central Kurdish (Sorani) and Southern Kurdish are the closest ones to each other. The central dialect of Kurdish is the second official language in Iraq and a large volume of text content is producing daily in this dialect. In this research, designing and implementation of a two-level morphological analyzer for the central Kurdish dialect is introduced. This analyzer is designed using an open source toolkit named HFST, which is a finite state transducer...
Monte Carlo Modeling of a Gamma Camera for Sm-153 Imaging in Targeted Radiotherapy and Benchmarking with Measured Data
, M.Sc. Thesis Sharif University of Technology ; Sohrabpour, Mostafa (Supervisor) ; Shokrani, Parvaneh (Co-Advisor)
Abstract
Metastatic bone is one of the most common causes pain in cancer patients. Because of Sm-153 emits gamma and beta, Sm-153 have been used for both of the diagnosis and treatment of metastases; Also Tc-99m have been used for the detection of metastases. Dosimetric studies in targeted radiotherapy require an accurate quantification of activity existing in different organs of a patient, which can be estimated from scintigraphic images. Quantitative imaging is difficult to perform because of several physical phenomena, such as scatter and attenuation, which lead to errors in activity determination and nuclear medicine image degradation.
In this work, we must determine the optimal...
In this work, we must determine the optimal...
Native and Nonnative English Speakers' Speech Act Production:Compliment and Compliment Response
, M.Sc. Thesis Sharif University of Technology ; Alemi, Minoo (Supervisor) ; Khosravizadeh, Parvaneh (Co-Supervisor)
Abstract
The present study, examined native English speakers and nonnative English learners in terms of Interlanguage Pragmatics (ILP), more specifically intercultural variations in performing the two speech acts of compliments and compliment responses. The study employed both qualitative and quantitative analysis with regard to the research questions. First, the data was collected from 50 Americans and 50 Iranians through compliment and compliment response Discourse Completion Tests (DCTs). Then, patterns of strategies from natives and nonnatives productions, were extracted. Regarding compliments, 8 strategies were found including Appreciation or Admiration followed by Explicitness, Acknowledgement...
An Investigation into Reduplication and Lexicalization in Persian
, M.Sc. Thesis Sharif University of Technology ; Eslami, Moharram (Supervisor) ; Khosravizadeh, Parvaneh (Supervisor)
Abstract
This study aims at classifying outputs of Reduplication (Total and Partial Reduplication) in Persian, in order to demonstrate the types and processes which lead to the lexicalization of some reduplicated forms and assign them lexical position in lexicography as individual lexical entries. There are distinct phonological, morphological and semantic evidences behind the lexicalization of some types of reduplicated items in Persian. Approximately about 269 totally reduplicated words and 293 partially reduplicated words have been collected and analyzed according to the said morphological, phonological and semantic considerations. Partial and Total Reduplication process is one of the productive...
A parametric study on seismic characteristics of cold-formed steel shear walls by finite element modeling
, Article Advanced Steel Construction ; Volume 10, Issue 1 , 2014 , Pages 53-71 ; ISSN: 1816112X ; Rahmani, A ; Parvaneh, A ; Ronagh, H. R ; Sharif University of Technology
2014
Abstract
Shear wall panels, including cold-formed steel frames and its attached sheathing, are common lateral load resisting systems of cold-formed steel structures. In this paper, the finite element method is used to study the lateral performance of shear wall panels. The finite element model is validated against experimental results of other researchers. Using the validated model, a parametric study is described to determine strength, drift and seismic behavior of the shear wall panels. Based on the results, it is concluded that the initial stiffness and ultimate lateral strength are dramatically affected by the thickness of the frame members, type of sheathing material, edge screw spacing, height...
Attitude Toward World Englishes Among Iranian English Language Learners
, M.Sc. Thesis Sharif University of Technology ; Rezaei, Saeed (Supervisor) ; Khosravizadeh, Parvaneh (Co-Advisor)
Abstract
According to Yook and Lindemann (2012), attitudes play a significant role in motivation and in the quality and quantity of acquiring a specific language. Moreover, the worldwide spread of English demands a more rigorous focus being directed toward the attitudes of users of English in the group which Kachru (1997) has referred to as the Expanding Circle. Yet, scant attention has been devoted to the issue of World Englishes in Iran. In addition, a dearth of large-scale studies on attitudes toward different varieties of Englishes in Iran has led to deficient theoretical and methodological bases. To niche this gap, the current study tried to shed light on some dark sides of this subject by...
Evaluating valence level of pictures stimuli in heart rate variability response
, Article 42nd Computing in Cardiology Conference, CinC 2015, 6 September 2015 through 9 September 2015 ; Volume 42 , 2015 , Pages 1057-1060 ; 23258861 (ISSN); 9781509006854 (ISBN) ; Moharreri, S ; Jafarnia Dabanloo, N ; Parvaneh, S ; Sharif University of Technology
IEEE Computer Society
2015
Abstract
Low and high valence were induced in 20 male volunteers using two groups of pictures stimuli. Heart response was compared between two groups from RR series extracted from recorded ECG measurements. Mean heart rate and heart rate variability measures including time, frequency and Poincare domain were extracted. The results revealed that HRV triangular index, SDNN and SD2 were the only statistically significant parameters between groups (p<0.05). Mean heart rate and power in LF and HF bands were also different between low and high valence groups however level of significance was not reached. © 2015 CCAL