Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401574
Jin Liang, Nan Quan Pan
It is difficult to combine different outdoor lighting systems to work together without international protocol. TALQ protocol is a newest important international protocol on outdoor lighting control. Most important famous companies are TALQ consortium members including Philiph, GE lighting, Osram etc in the world. The TALQ new technologies apparently become important in outdoor lighting control systems. Some new soft technologies including the events, function and service are important parts in TALQ protocol. This paper introduces these new soft technologies and their application to solve some key problems on outdoor lighting control. Then some cases are illustrated to describe the core technology and application, which is meaningful for the outdoor lighting systems.
{"title":"New soft technologies in international outdoor lighting TALQ interface protocol","authors":"Jin Liang, Nan Quan Pan","doi":"10.1109/BMEI.2015.7401574","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401574","url":null,"abstract":"It is difficult to combine different outdoor lighting systems to work together without international protocol. TALQ protocol is a newest important international protocol on outdoor lighting control. Most important famous companies are TALQ consortium members including Philiph, GE lighting, Osram etc in the world. The TALQ new technologies apparently become important in outdoor lighting control systems. Some new soft technologies including the events, function and service are important parts in TALQ protocol. This paper introduces these new soft technologies and their application to solve some key problems on outdoor lighting control. Then some cases are illustrated to describe the core technology and application, which is meaningful for the outdoor lighting systems.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132060956","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401584
Junyi Li, Jian-hua Li
Approximate nearest neighbor search is a good method for large-scale image retrieval. We put forward an effective deep learning framework to generate binary hash codes for fast image retrieval after knowing the recent benefits of convolutional neural networks (CNNs). Our concept is that we can learn binary codes by using a hidden layer to present the latent concepts dominating the class labels when the data labels are usable. CNN also can be used to learn image representations. Other supervised methods require pair-wised inputs for binary code learning. However, our method can be used to learn hash codes and image representations in a point-by-point manner so it is suitable for large-scale datasets. Experimental results show that our method is better than several most advanced hashing algorithms on the CIFAR-10 and MNIST datasets. We will further demonstrate its scalability and efficiency on a large-scale dataset with 1 million clothing images.
{"title":"Supervised hashing binary code with deep CNN for image retrieval","authors":"Junyi Li, Jian-hua Li","doi":"10.1109/BMEI.2015.7401584","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401584","url":null,"abstract":"Approximate nearest neighbor search is a good method for large-scale image retrieval. We put forward an effective deep learning framework to generate binary hash codes for fast image retrieval after knowing the recent benefits of convolutional neural networks (CNNs). Our concept is that we can learn binary codes by using a hidden layer to present the latent concepts dominating the class labels when the data labels are usable. CNN also can be used to learn image representations. Other supervised methods require pair-wised inputs for binary code learning. However, our method can be used to learn hash codes and image representations in a point-by-point manner so it is suitable for large-scale datasets. Experimental results show that our method is better than several most advanced hashing algorithms on the CIFAR-10 and MNIST datasets. We will further demonstrate its scalability and efficiency on a large-scale dataset with 1 million clothing images.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"160 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132356112","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401609
Xiaomin Wang, B. Yao, Fei Ma, Xiyang Zhao, Jing Su, Xiangen Chen, Ming Yao
Multiple networks, very often, are the consequences of some single networks under certain mechanism regular patterns, also, the composite networks. We focus on applying the concrete application of graph operation and enumerate the operation method in order to interpret and deal with the formulation of network composition and decomposition. Besides, we, also, mainly presents some network models obtained by the cartesian product operation and the join operation on subnetworks.
{"title":"On composition and decomposition of networks","authors":"Xiaomin Wang, B. Yao, Fei Ma, Xiyang Zhao, Jing Su, Xiangen Chen, Ming Yao","doi":"10.1109/BMEI.2015.7401609","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401609","url":null,"abstract":"Multiple networks, very often, are the consequences of some single networks under certain mechanism regular patterns, also, the composite networks. We focus on applying the concrete application of graph operation and enumerate the operation method in order to interpret and deal with the formulation of network composition and decomposition. Besides, we, also, mainly presents some network models obtained by the cartesian product operation and the join operation on subnetworks.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130190501","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401607
Mingxiang Xie, Xiang Chen, Jing Huang
Cooperative communication is a bright technology to acquire diversity gain in wireless terminals by sharing their antennas. With the fixed amplify-and-forward (AF) mode, relay node always helps to relay the data of the source node with unchanged transmission power. Judging from the power efficiency, it is obviously not optimal, particularly when channel states are quite good. An adaptive AF mode is provided in this paper based on the minus Exponential Effective-Signal to interference and noise ratio (SINR) Mapping (EESM) model, to the user cooperation system with the forward error correcting scheme of irregular repeat and accumulate (IRA) codes. The EESM model forecasts the optimal relay power of SN. The reliability requirement is guaranteed by IRA codes, and the battery power is saved to transmit new data. Both simulation results and theoretical analysis show that the power efficiency of user cooperation system is significantly improved the adaptive AF mode.
{"title":"An irregular repeat accumulate coded adaptive amplify-and-forward scheme based on the EESM model","authors":"Mingxiang Xie, Xiang Chen, Jing Huang","doi":"10.1109/BMEI.2015.7401607","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401607","url":null,"abstract":"Cooperative communication is a bright technology to acquire diversity gain in wireless terminals by sharing their antennas. With the fixed amplify-and-forward (AF) mode, relay node always helps to relay the data of the source node with unchanged transmission power. Judging from the power efficiency, it is obviously not optimal, particularly when channel states are quite good. An adaptive AF mode is provided in this paper based on the minus Exponential Effective-Signal to interference and noise ratio (SINR) Mapping (EESM) model, to the user cooperation system with the forward error correcting scheme of irregular repeat and accumulate (IRA) codes. The EESM model forecasts the optimal relay power of SN. The reliability requirement is guaranteed by IRA codes, and the battery power is saved to transmit new data. Both simulation results and theoretical analysis show that the power efficiency of user cooperation system is significantly improved the adaptive AF mode.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128944620","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401561
Lulu Zhang, Xing Chen, D. Cui
This research introduces a homemade high throughput surface plasmon resonance imaging electrochemical system which can detect more than 50 spots simultaneously. The SPRI system was constructed in the Kretschmann configuration and the SPR sensor chip served as the working electrode in the EC module. K3Fe(CN)6 solution were tested by the cyclic voltammetry (CV) method and the SPRI method recording more than 50 spot signals simultaneously. The multiple sensing spots were unanimous due to the ununiformity of incident light and sensor surface. In order to eliminate ununiformity of different spots, glycerol gradient solution was tested, and a calibration and normalization method was applied.
{"title":"A high throughput surface plasmon resonance imaging electrochemical system parallel monitoring fifty spots","authors":"Lulu Zhang, Xing Chen, D. Cui","doi":"10.1109/BMEI.2015.7401561","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401561","url":null,"abstract":"This research introduces a homemade high throughput surface plasmon resonance imaging electrochemical system which can detect more than 50 spots simultaneously. The SPRI system was constructed in the Kretschmann configuration and the SPR sensor chip served as the working electrode in the EC module. K3Fe(CN)6 solution were tested by the cyclic voltammetry (CV) method and the SPRI method recording more than 50 spot signals simultaneously. The multiple sensing spots were unanimous due to the ununiformity of incident light and sensor surface. In order to eliminate ununiformity of different spots, glycerol gradient solution was tested, and a calibration and normalization method was applied.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133710802","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401470
Tassadaq Hussain, Oscar Palomar, A. Cristal, E. Ayguadé, Amna Haider
Imaging has become an indispensable tool in modern medicine. Various powerful and expensive platforms to study medical imaging applications appear in recent years. In this article, we design and propose a Visual Processing System (ViPS) that processes medical imaging applications efficiently. ViPS provides a user-friendly programming environment and high-performance architecture to perform image analysis, features extraction and object recognition for complex real-time images or videos. The data structure of image or video is described in the program memory using pattern descriptors; ViPS uses specialized 3D memory structure to handle complex images or videos and processes them on microprocessors or application specific hardware accelerators. The proposed system is highly reliable in terms of cost, performance, and power. ViPS based system is implemented and tested on a Xilinx Virtex-7 FPGA VC707 Evaluation Kit. The performance of ViPS is compared with the Intel i7 multi-core, GPU Jetson TK1 Embedded Development Kit with 192 CUDA cores based graphic systems. When compared with the Intel and GPU-based systems, the results show that ViPS performs real-time video reconstruction at 2x and 1.45x of higher frame rate, achieves 14.6x to 4.8x of speedup while executing different image processing applications and 20.3% and 12.6% of speedup for video processing algorithms respectively.
{"title":"ViPS: Visual processing system for medical imaging","authors":"Tassadaq Hussain, Oscar Palomar, A. Cristal, E. Ayguadé, Amna Haider","doi":"10.1109/BMEI.2015.7401470","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401470","url":null,"abstract":"Imaging has become an indispensable tool in modern medicine. Various powerful and expensive platforms to study medical imaging applications appear in recent years. In this article, we design and propose a Visual Processing System (ViPS) that processes medical imaging applications efficiently. ViPS provides a user-friendly programming environment and high-performance architecture to perform image analysis, features extraction and object recognition for complex real-time images or videos. The data structure of image or video is described in the program memory using pattern descriptors; ViPS uses specialized 3D memory structure to handle complex images or videos and processes them on microprocessors or application specific hardware accelerators. The proposed system is highly reliable in terms of cost, performance, and power. ViPS based system is implemented and tested on a Xilinx Virtex-7 FPGA VC707 Evaluation Kit. The performance of ViPS is compared with the Intel i7 multi-core, GPU Jetson TK1 Embedded Development Kit with 192 CUDA cores based graphic systems. When compared with the Intel and GPU-based systems, the results show that ViPS performs real-time video reconstruction at 2x and 1.45x of higher frame rate, achieves 14.6x to 4.8x of speedup while executing different image processing applications and 20.3% and 12.6% of speedup for video processing algorithms respectively.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132589205","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401521
Shuying Li, Yurong Huang, Yi Cheng, Jinhua Yu, Yuanyuan Wang
Sonovue is a kind of ultrasound contrast agent (UCA) with a stable shell made by lipid, within which is SF6. Due to the specific acoustic characteristics, UCA has been widely used in ultrasound diagnosis and therapy. In some cases, the 2nd harmonic wave of the scattered signal should be strong enough to help form a high quality image. To better utilize the bubbles to get enough intensity of the 2nd harmonic wave of the scattered signal, numerical simulation and corresponding experiments based on the several models proposed before have been analyzed to study the behavior of the bubbles. In this paper, we use the ratio of the second harmonic wave and fundamental wave to evaluate the oscillation of the bubbles. Besides, we have compared different simulation models and designed corresponding platform of phantom study. Finally, we find that the second harmonic wave will get a remarkable growth when the driving pressure is under 150KPa in the simulation or under 200KPa in the experiment.
{"title":"The theoretical and experimental analysis of ultrasound contrast agent micro bubbles: The Sonovue","authors":"Shuying Li, Yurong Huang, Yi Cheng, Jinhua Yu, Yuanyuan Wang","doi":"10.1109/BMEI.2015.7401521","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401521","url":null,"abstract":"Sonovue is a kind of ultrasound contrast agent (UCA) with a stable shell made by lipid, within which is SF6. Due to the specific acoustic characteristics, UCA has been widely used in ultrasound diagnosis and therapy. In some cases, the 2nd harmonic wave of the scattered signal should be strong enough to help form a high quality image. To better utilize the bubbles to get enough intensity of the 2nd harmonic wave of the scattered signal, numerical simulation and corresponding experiments based on the several models proposed before have been analyzed to study the behavior of the bubbles. In this paper, we use the ratio of the second harmonic wave and fundamental wave to evaluate the oscillation of the bubbles. Besides, we have compared different simulation models and designed corresponding platform of phantom study. Finally, we find that the second harmonic wave will get a remarkable growth when the driving pressure is under 150KPa in the simulation or under 200KPa in the experiment.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134481220","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401502
Mi He, Yongjian Nian, Bin Liu
Noncontact monitoring of vital signs by continuous wave Doppler radar is a promising technique in the field of health care. This paper proposed an improved heart beat signal extraction method based on wavelet transform for noncontact radar vital signal monitoring. The detection accuracy of heart beat rate by the proposed method was higher than bandpass filtering and empirical mode decomposition (EMD) method (all p<;0.05) and the bandpass filtering method at different distances. Detection accuracy and signal to noise ratio varied inversely to distance. Male subjects in front case and female subjects in back case acquired higher accuracy than other orientations.
{"title":"Noncontact heart beat signal extraction based on wavelet transform","authors":"Mi He, Yongjian Nian, Bin Liu","doi":"10.1109/BMEI.2015.7401502","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401502","url":null,"abstract":"Noncontact monitoring of vital signs by continuous wave Doppler radar is a promising technique in the field of health care. This paper proposed an improved heart beat signal extraction method based on wavelet transform for noncontact radar vital signal monitoring. The detection accuracy of heart beat rate by the proposed method was higher than bandpass filtering and empirical mode decomposition (EMD) method (all p<;0.05) and the bandpass filtering method at different distances. Detection accuracy and signal to noise ratio varied inversely to distance. Male subjects in front case and female subjects in back case acquired higher accuracy than other orientations.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126117909","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401597
Nuo Li, M. Ai, Yanghai Jiang, Tianshu Wei
The accuracy of time interval created by software in PC is crucial for data acquisition system. The inaccuracy can cause the unstable of sampling number and some other problems. Usually we create time interval by the software which is made by programming language in PC. In this paper, we want to compare the accuracy of time interval created by seven methods in PC. In order to calibrate the time interval precisely, first, we use the serial port to create positive pulse; second, use the space of time between two rising edge to represent the time interval created by software; third, use seven methods (sleep function, WM_TIMER message mapping, COleDateTime class, GetTickCount function, multimediatimer, callback function and QueryPerformance-Counter function) to create time interval and measure it by universal counter. In the end, we analyze the experiment data and find that the callback function method based on multimediatimer is suitable for creating time interval for its high accuracy and low CPU occupancy rate.
{"title":"A comparison experiment about time interval created by software in PC","authors":"Nuo Li, M. Ai, Yanghai Jiang, Tianshu Wei","doi":"10.1109/BMEI.2015.7401597","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401597","url":null,"abstract":"The accuracy of time interval created by software in PC is crucial for data acquisition system. The inaccuracy can cause the unstable of sampling number and some other problems. Usually we create time interval by the software which is made by programming language in PC. In this paper, we want to compare the accuracy of time interval created by seven methods in PC. In order to calibrate the time interval precisely, first, we use the serial port to create positive pulse; second, use the space of time between two rising edge to represent the time interval created by software; third, use seven methods (sleep function, WM_TIMER message mapping, COleDateTime class, GetTickCount function, multimediatimer, callback function and QueryPerformance-Counter function) to create time interval and measure it by universal counter. In the end, we analyze the experiment data and find that the callback function method based on multimediatimer is suitable for creating time interval for its high accuracy and low CPU occupancy rate.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127211624","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}
Pub Date : 2015-10-01DOI: 10.1109/BMEI.2015.7401583
Bo Zhang, Bin Zhang, Shubo Zhang, Chao Ma
Similarity computation among queries is a central step of query recommendation based on click information in search log. In this step, weights of clicked URLs or clicked document terms, which may have a large influence on similarity computation results, are mostly counted based on co-occurrence. However, counting weights based on co-occurrence are unusually disturbed by irrelevant feedbacks in search log, which may decrease the precision of query similarity computation. This paper proposes a method that computes similarity among queries based on "Query - Clicked Sequence" model, which counts weight of clicked document term by density of documents containing this term on clicked sequence, and filters content of irrelevant documents during similarity computation. A series of experiment results show that this method can precisely count the weights of terms, and increase the precision of query similarity computation, accordingly increase the precision of query recommendation.
{"title":"Query recommendation based on irrelevant feedback analysis","authors":"Bo Zhang, Bin Zhang, Shubo Zhang, Chao Ma","doi":"10.1109/BMEI.2015.7401583","DOIUrl":"https://doi.org/10.1109/BMEI.2015.7401583","url":null,"abstract":"Similarity computation among queries is a central step of query recommendation based on click information in search log. In this step, weights of clicked URLs or clicked document terms, which may have a large influence on similarity computation results, are mostly counted based on co-occurrence. However, counting weights based on co-occurrence are unusually disturbed by irrelevant feedbacks in search log, which may decrease the precision of query similarity computation. This paper proposes a method that computes similarity among queries based on \"Query - Clicked Sequence\" model, which counts weight of clicked document term by density of documents containing this term on clicked sequence, and filters content of irrelevant documents during similarity computation. A series of experiment results show that this method can precisely count the weights of terms, and increase the precision of query similarity computation, accordingly increase the precision of query recommendation.","PeriodicalId":119361,"journal":{"name":"2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121632104","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}
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