... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies最新文献
A. Bernardino, E. Bernardino, J. M. Sánchez-Pérez, J. Pulido, M. A. Vega-Rodríguez
In this paper we propose a hybrid Honey Bees Mating Optimisation (HBMO) algorithm to solve two problems that arise in the design of optical telecommunication networks known as SONET/SDH Ring Assignment Problem (SRAP) and Intraring Synchronous Optical Network Design Problem (IDP). In SRAP the objective is to minimise the number of rings. In IDP the objective is to minimise the number of Add-Drop Multiplexers (ADMs). Both problems are subject to a ring capacity constraint. HBMO algorithm simulates the mating process of real honey bees. We apply a hybridisation of HBMO to solve these two combinatorial optimisation problems. The feasibility of Hybrid HBMO is demonstrated and compared with the solutions obtained by other algorithms from literature.
{"title":"Using a hybrid honey bees mating optimisation algorithm for solving SONET/SDH design problems","authors":"A. Bernardino, E. Bernardino, J. M. Sánchez-Pérez, J. Pulido, M. A. Vega-Rodríguez","doi":"10.1145/2093698.2093820","DOIUrl":"https://doi.org/10.1145/2093698.2093820","url":null,"abstract":"In this paper we propose a hybrid Honey Bees Mating Optimisation (HBMO) algorithm to solve two problems that arise in the design of optical telecommunication networks known as SONET/SDH Ring Assignment Problem (SRAP) and Intraring Synchronous Optical Network Design Problem (IDP). In SRAP the objective is to minimise the number of rings. In IDP the objective is to minimise the number of Add-Drop Multiplexers (ADMs). Both problems are subject to a ring capacity constraint. HBMO algorithm simulates the mating process of real honey bees. We apply a hybridisation of HBMO to solve these two combinatorial optimisation problems. The feasibility of Hybrid HBMO is demonstrated and compared with the solutions obtained by other algorithms from literature.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79367820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Enabling 3D video in e-health applications results in the provision of more natural viewing conditions and improved diagnosis. Recent advances in wireless communications, network technologies and 3D video capture/display mechanisms enable the replacement of 2D video applications of current healthcare services with 3D video, to provide improved perception and diagnosis. Remote surgery and surgery training can benefit in particular from 3D video due to the added dimension of depth. This paper envisages a wireless health system which transmits 3D surgical video over a 3GPP LTE network. The quality of the received 3D video is measured both objectively and subjectively for several packet sizes.
{"title":"3D medical video transmission over 4G networks","authors":"C. Hewage, M. Martini, Nabeel Khan","doi":"10.1145/2093698.2093878","DOIUrl":"https://doi.org/10.1145/2093698.2093878","url":null,"abstract":"Enabling 3D video in e-health applications results in the provision of more natural viewing conditions and improved diagnosis. Recent advances in wireless communications, network technologies and 3D video capture/display mechanisms enable the replacement of 2D video applications of current healthcare services with 3D video, to provide improved perception and diagnosis. Remote surgery and surgery training can benefit in particular from 3D video due to the added dimension of depth. This paper envisages a wireless health system which transmits 3D surgical video over a 3GPP LTE network. The quality of the received 3D video is measured both objectively and subjectively for several packet sizes.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84593679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This paper deals with a quantitative evaluation for the therapeutic efficacy of a multimedia intervention program applied to ADHD children to improve their cognitive awareness. The multimedia intervention program consisted of 3 levels in which children can carry out several tasks for focusing attention, sustaining attention, and selective attention. The program was made up of 13 sessions over 24 weeks. Each session took 20 minutes. Four ADHD children between ages from 10 to 12 participated in the program. All of sessions were recorded by 8 channel EEG electrodes which were capped in prefrontal lobe. EEG records were processed by the multilevel discrete wavelet decompositions and independent component analysis (ICA). De-noised signals through the wavelet decomposition were input to the ICA for classifying the independent features. This paper chose theta wave as an evaluation measure for therapeutic improvement. After finishing the program, the overall spectral density of theta wave was decreased as compared with before-procedure. Individual difference of theta waves did not appear all over the experimental results considerably. The proposed multimedia intervention program had evaluated qualitatively [1]. The results showed that the proposed evaluation method can be helpful to quantitatively measure the therapeutic effectiveness of the multimedia intervention program for ADHD children.
{"title":"Quantitative EEG evaluation of multimedia intervention program for ADHD children","authors":"Seung Hyun Lee, J. An","doi":"10.1145/2093698.2093714","DOIUrl":"https://doi.org/10.1145/2093698.2093714","url":null,"abstract":"This paper deals with a quantitative evaluation for the therapeutic efficacy of a multimedia intervention program applied to ADHD children to improve their cognitive awareness. The multimedia intervention program consisted of 3 levels in which children can carry out several tasks for focusing attention, sustaining attention, and selective attention. The program was made up of 13 sessions over 24 weeks. Each session took 20 minutes. Four ADHD children between ages from 10 to 12 participated in the program. All of sessions were recorded by 8 channel EEG electrodes which were capped in prefrontal lobe. EEG records were processed by the multilevel discrete wavelet decompositions and independent component analysis (ICA). De-noised signals through the wavelet decomposition were input to the ICA for classifying the independent features. This paper chose theta wave as an evaluation measure for therapeutic improvement. After finishing the program, the overall spectral density of theta wave was decreased as compared with before-procedure. Individual difference of theta waves did not appear all over the experimental results considerably. The proposed multimedia intervention program had evaluated qualitatively [1]. The results showed that the proposed evaluation method can be helpful to quantitatively measure the therapeutic effectiveness of the multimedia intervention program for ADHD children.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85402524","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In this paper we analyze the synergy between forensic image head data consistency analysis and detection of doubles JPEG compression artifacts. We show that image head consistency testing is an effective method for detecting digital images that have been modified. On the other hand, when it is not combined with other forensic methods such as double JPEG detection, a high number of altered photos remained undetected. The same can also be claimed about double JPEG detection. When employed separately without conjunction with other methods, the majority of altered photos remained undetected. In this paper, a quantitative study on this topic is carried out. We show that combining various image forensic methods is a must.
{"title":"Image tampering detection using methods based on JPEG compression artifacts: a real-life experiment","authors":"B. Mahdian, S. Saic","doi":"10.1145/2093698.2093874","DOIUrl":"https://doi.org/10.1145/2093698.2093874","url":null,"abstract":"In this paper we analyze the synergy between forensic image head data consistency analysis and detection of doubles JPEG compression artifacts. We show that image head consistency testing is an effective method for detecting digital images that have been modified. On the other hand, when it is not combined with other forensic methods such as double JPEG detection, a high number of altered photos remained undetected. The same can also be claimed about double JPEG detection. When employed separately without conjunction with other methods, the majority of altered photos remained undetected. In this paper, a quantitative study on this topic is carried out. We show that combining various image forensic methods is a must.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80353415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
V. Acimovic-Raspopovic, A. Kostić-Ljubisavljević, Snezana Mladenovic, Sladjana Jankovic, Vesna M. Radonjic-Djogatovic
In distance learning, web-based software may provide an alternative to installation of expensive software on the student computer, or an alternative to expensive laboratory equipment. This paper describes the original web-based e-learning software, which enables teaching and learning of the optical link design. Optical link design is an iterative process involving trade-offs to achieve the desired performance: bit error rate, transmission distance, etc., at minimal cost. Fundamental elements of an optical fiber transmission link are the optical transmitter, the optical fiber with associated splices and connectors, and the optical receiver. The student must select appropriate devices from a set of available optical components to meet a given set of system requirements. Data concerning optical equipment that can be used for specific optical link design are stored in a database, that was created for the purpose of this software.
{"title":"Web based e-learning software for optical link design","authors":"V. Acimovic-Raspopovic, A. Kostić-Ljubisavljević, Snezana Mladenovic, Sladjana Jankovic, Vesna M. Radonjic-Djogatovic","doi":"10.1145/2093698.2093837","DOIUrl":"https://doi.org/10.1145/2093698.2093837","url":null,"abstract":"In distance learning, web-based software may provide an alternative to installation of expensive software on the student computer, or an alternative to expensive laboratory equipment. This paper describes the original web-based e-learning software, which enables teaching and learning of the optical link design. Optical link design is an iterative process involving trade-offs to achieve the desired performance: bit error rate, transmission distance, etc., at minimal cost. Fundamental elements of an optical fiber transmission link are the optical transmitter, the optical fiber with associated splices and connectors, and the optical receiver. The student must select appropriate devices from a set of available optical components to meet a given set of system requirements. Data concerning optical equipment that can be used for specific optical link design are stored in a database, that was created for the purpose of this software.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80641646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yves Gendrault, M. Madec, C. Lallement, F. Pêcheux, J. Haiech
The development of computer-aided design tools for synthetic biology is currently a hot research topic. However the field is not mature enough to provide a generic, adaptable and reliable tool for potential applications. The purpose of this paper is to present a system designers approach. We highlight, through the work carried out by our team in recent years, the potential, but also the difficulties, of structuring an assisted design flow for synthetic biology. For this task, our idea is to build the design flow for synthetic biology on the foundations of the Electronic Design Automation tools that have proven their efficiency during the past 30 years. Although the overall approach of the microelectronics can be adapted to synthetic biology, some specific steps have to be created from scratch.
{"title":"Computer-aided design in synthetic biology: a system designer approach","authors":"Yves Gendrault, M. Madec, C. Lallement, F. Pêcheux, J. Haiech","doi":"10.1145/2093698.2093869","DOIUrl":"https://doi.org/10.1145/2093698.2093869","url":null,"abstract":"The development of computer-aided design tools for synthetic biology is currently a hot research topic. However the field is not mature enough to provide a generic, adaptable and reliable tool for potential applications. The purpose of this paper is to present a system designers approach. We highlight, through the work carried out by our team in recent years, the potential, but also the difficulties, of structuring an assisted design flow for synthetic biology. For this task, our idea is to build the design flow for synthetic biology on the foundations of the Electronic Design Automation tools that have proven their efficiency during the past 30 years. Although the overall approach of the microelectronics can be adapted to synthetic biology, some specific steps have to be created from scratch.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83266451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
G. Tsafnat, Paul Setzermann, S. Partridge, D. Grimm
Many applications in molecular and systems biology exploit similarities between DNA and languages to make predictions about cell function. This approach provides structure to an otherwise monotonous sequence of nucleotides. However, one of the major differences between DNA sequences and text is in how semantic units (e.g. words) are distinguished within them. Whereas words and sentences are separated by spaces and punctuation in natural languages, no such markers exist in DNA. Some semantic units in DNA (e.g. genes) can be identified relatively easily and with relatively high accuracy. Other units may have less known molecular mechanisms and are therefore harder to identify accurately. In this paper we discuss three machine learning methods to elucidate the boundaries of such difficult units: heuristic approaches use hypothesized models of the mechanism to identify word boundaries, supervised machine learning methods generalise labelled examples of word boundaries to a model that can be used to detect these boundaries, and unsupervised machine learning methods infer a model from unlabeled data. As an example, we use a bacterial transposable element called ISEcp1 that moves DNA segments of variable length. We assess the accuracy of each of the above methods using rediscovery experiments. We demonstrate the power of the methods by examining 9 instances of DNA segments associated with ISEcp1 that lack known boundaries. We identified 6 units that include genes that confer resistance to clinically important antibiotics.
{"title":"Computational inference of difficult word boundaries in DNA languages","authors":"G. Tsafnat, Paul Setzermann, S. Partridge, D. Grimm","doi":"10.1145/2093698.2093709","DOIUrl":"https://doi.org/10.1145/2093698.2093709","url":null,"abstract":"Many applications in molecular and systems biology exploit similarities between DNA and languages to make predictions about cell function. This approach provides structure to an otherwise monotonous sequence of nucleotides. However, one of the major differences between DNA sequences and text is in how semantic units (e.g. words) are distinguished within them. Whereas words and sentences are separated by spaces and punctuation in natural languages, no such markers exist in DNA. Some semantic units in DNA (e.g. genes) can be identified relatively easily and with relatively high accuracy. Other units may have less known molecular mechanisms and are therefore harder to identify accurately. In this paper we discuss three machine learning methods to elucidate the boundaries of such difficult units: heuristic approaches use hypothesized models of the mechanism to identify word boundaries, supervised machine learning methods generalise labelled examples of word boundaries to a model that can be used to detect these boundaries, and unsupervised machine learning methods infer a model from unlabeled data. As an example, we use a bacterial transposable element called ISEcp1 that moves DNA segments of variable length. We assess the accuracy of each of the above methods using rediscovery experiments. We demonstrate the power of the methods by examining 9 instances of DNA segments associated with ISEcp1 that lack known boundaries. We identified 6 units that include genes that confer resistance to clinically important antibiotics.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90841227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In this paper we present an analysis of transient loss and detection noise margin of a molecular communication system based on sinusoidal stimulation. The molecular propagation channel is based on ideal diffusion of molecules. A set of possible performance metrics has been proposed and their characteristics have been analyzed for various operating frequencies of the stimulation. Transient loss and detection noise margin have shown a significant dependence on communication range and operating frequency in a noiseless channel. Finally, the effectiveness of the metrics in a frequency-shift keying (FSK) modulated scheme has been explained.
{"title":"Transient characterization of concentration-encoded molecular communication with sinusoidal stimulation","authors":"M. Mahfuz, D. Makrakis, Hussein T. Mouftah","doi":"10.1145/2093698.2093712","DOIUrl":"https://doi.org/10.1145/2093698.2093712","url":null,"abstract":"In this paper we present an analysis of transient loss and detection noise margin of a molecular communication system based on sinusoidal stimulation. The molecular propagation channel is based on ideal diffusion of molecules. A set of possible performance metrics has been proposed and their characteristics have been analyzed for various operating frequencies of the stimulation. Transient loss and detection noise margin have shown a significant dependence on communication range and operating frequency in a noiseless channel. Finally, the effectiveness of the metrics in a frequency-shift keying (FSK) modulated scheme has been explained.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88097703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This paper is concerned with the development of case-based reasoning approaches to radiotherapy planning. One of the main advantages of case-based reasoning is that it enabled us to capturing of clinicians' knowledge and experience in radiotherapy planning. We investigate different issues that arise in the treatment for two cancer sites: (a) prostate cancer, (2) brain tumour and head and neck cancer. The main issue in prostate cancer treatment is determination of radiation dose to be administered in two phases. We developed a case-based reasoning system for dose recommendation in collaboration with an oncologist from the Nottingham University Hospitals NHS Trust, City Hospital Campus. A validation of the developed system is also discussed. The treatment for brain tumour and head and neck cancer addresses different issues compared to the previous one, namely the dose to be delivered is usually the same for all patients, but a variety of parameters have to be determined to achieve the prescribed dose distribution, such as the number of beams, the angles between the beams, the wedges that are used to control the distribution of radiation, etc. A case-based reasoning system for radiotherapy treatment planning of brain tumours is under development in collaboration with the medical physicists from the hospital.
{"title":"Case-based reasoning in radiotherapy planning","authors":"S. Petrovic","doi":"10.1145/2093698.2093797","DOIUrl":"https://doi.org/10.1145/2093698.2093797","url":null,"abstract":"This paper is concerned with the development of case-based reasoning approaches to radiotherapy planning. One of the main advantages of case-based reasoning is that it enabled us to capturing of clinicians' knowledge and experience in radiotherapy planning. We investigate different issues that arise in the treatment for two cancer sites: (a) prostate cancer, (2) brain tumour and head and neck cancer. The main issue in prostate cancer treatment is determination of radiation dose to be administered in two phases. We developed a case-based reasoning system for dose recommendation in collaboration with an oncologist from the Nottingham University Hospitals NHS Trust, City Hospital Campus. A validation of the developed system is also discussed. The treatment for brain tumour and head and neck cancer addresses different issues compared to the previous one, namely the dose to be delivered is usually the same for all patients, but a variety of parameters have to be determined to achieve the prescribed dose distribution, such as the number of beams, the angles between the beams, the wedges that are used to control the distribution of radiation, etc. A case-based reasoning system for radiotherapy treatment planning of brain tumours is under development in collaboration with the medical physicists from the hospital.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87890832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muscle fiber conduction velocity is generally measured by the estimation of the time delay between electromyography recording channels. In the present paper, we propose to identify the best estimator of a constant time delay among those based on generalized correlation methods. To this end, small observation windows are considered and the fractional part of time delay was calculated using a parabolic interpolation. The results show that only Eckart and Hannan-Thomson approaches outperform the basic cross-correlation method when the signal to noise ratio (SNR) is up to 0 dB and the observation duration is 250 ms. This study will be a background for further extension to time-varying delay estimation.
{"title":"Do the generalized correlation methods improve time delay estimation of the muscle fiber conduction velocity?","authors":"P. Ravier, G. Luu, M. Jabloun, O. Buttelli","doi":"10.1145/2093698.2093879","DOIUrl":"https://doi.org/10.1145/2093698.2093879","url":null,"abstract":"Muscle fiber conduction velocity is generally measured by the estimation of the time delay between electromyography recording channels. In the present paper, we propose to identify the best estimator of a constant time delay among those based on generalized correlation methods. To this end, small observation windows are considered and the fractional part of time delay was calculated using a parabolic interpolation. The results show that only Eckart and Hannan-Thomson approaches outperform the basic cross-correlation method when the signal to noise ratio (SNR) is up to 0 dB and the observation duration is 250 ms. This study will be a background for further extension to time-varying delay estimation.","PeriodicalId":91990,"journal":{"name":"... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2011-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87416165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
... International Symposium on Applied Sciences in Biomedical and Communication Technologies. International Symposium on Applied Sciences in Biomedical and Communication Technologies
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