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1.
Comput Methods Programs Biomed ; 162: 165-175, 2018 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-29903483

RESUMO

BACKGROUND AND OBJECTIVES: Currently, telemedicine is levered upon the improvement in communication network technology such as Body Area Sensor Networks (BASN) to provided biomedicine solutions. Nevertheless, information security is an important issue since biomedical data is exchanged through insecure channels, which exposes private information that can be intercepted by malicious intruder. Therefore, secure communication protocols for multiuser networks in telemedicine applications are a big challenge. Recent chaos-based encryption works have been conducted in the area of medical secure communications with high security capabilities. However, none of them has considered multiuser network, which is used in several e-health applications. Up to our knowledge, the proposed protocol is the first attempt to consider this service in secure telemedicine. In this paper, we propose a novel scheme based on binary phase-shift key (BPSK) and chaos to provide information security at biosignals in a multiuser network system transmitting data over single channel. METHODS: The proposed scheme uses the two-dimensional Hénon map with enhance pseudorandom sequences and CDMA technique to achieve multiuser encryption process and transmit data over a single channel. We use biosignals such as electrocardiograms (ECG) and blood pressure (PB) signals from PhisioBank ATM data base for simulation results at MatLab software. We evaluate the security and performance by determining the secret key space, secret key sensitivity, resistance against noise attack with quality analysis by using BER, MSE, and PSNR, encryption-decryption time, and throughput. RESULTS: In simulations tests, biosignals of ECG and BP in a BANS network are encrypted and transmitted over shared wireless channels and just authorized medical personal can retrieve such information with corresponding secret key from the cryptogram, that appears as noise to any intruder. The proposed multiuser scheme support high noise and interference attacks efficiently in contrast with classic chaos-based encryption works for telemedicine, where some scenarios are simulated with very low BER, very low MSE, and high PSNR between plain biosignals and recovered biosignals when high AWGN noise is added to encrypted-transmitted signal. In addition, the encryption process presents enough key space and high sensitivity at secret key. A comparative analysis of proposed method and recent existing works was also presented. CONCLUSIONS: Patients can be monitored and diagnosed opportunely remotely and all their medical information is transmitted securely to the correct specialist. Also, it is possible to transmit several electrophysiological signals in a single channel in a secure multiuser network at low cost optimizing the use of available bandwidth for telemedicine applications.


Assuntos
Comunicação , Computadores , Processamento de Sinais Assistido por Computador , Telemedicina/métodos , Algoritmos , Animais , Pressão Sanguínea , Segurança Computacional , Simulação por Computador , Eletrocardiografia , Eletroencefalografia , Humanos , Sistemas de Informação , Monitorização Ambulatorial , Dinâmica não Linear , Ratos , Ratos Endogâmicos Dahl , Software
2.
Rev. mex. ing. bioméd ; 38(2): 458-478, may.-ago. 2017. graf
Artigo em Inglês | LILACS | ID: biblio-902364

RESUMO

ABSTRACT: The Exoskeleton for Lower Limb Training with Instrumented Orthosis (ELLTIO) is a mechatronic device that can be used to assist in passive kinesitherapy to increase human muscles strength and resistance [1]. This paper presents an alternative for passive rehabilitation process using an exoskeleton for knee and ankle. The main idea is assist a pro fessional physiotherapist in the design and performance of exercises routines for his patients using the prototype. The knee and ankle joint's movements are recorded and storage during the exercises to propose a similar computer generated trajectories which the exoskeleton on should follow. An adaptive controller is implemented to track the trajectories and adapt the user parameters.


RESUMEN: El exoesqueleto para el entrenamiento de miembros inferiores con órtesis instrumentada (ELLTIO) por sus siglas en ingles "Exoskeleton for Lower Limb Training with Instrumented Orthosis" es un dispositivo mecatrónico que se puede utilizar para ayudar en la fisioterapia pasiva para aumentar la fuerza y resistencia de los músculos humanos. En este trabajo se presenta una alternativa para el proceso de rehabilitación pasiva utilizando un exoesqueleto de rodilla y tobillo. La idea principal es ayudar a un fisioterapeuta profesional en el diseño y ejecución de rutinas de ejercicios para sus pacientes utilizando el prototipo. Los movimientos de la articulación de la rodilla y el tobillo se registran y se almacenan durante los ejercicios para proponer trayectorias similares generadas por computadora que el exoesqueleto debe seguir. Se implementa un controlador adaptativo para rastrear las trayectorias y adaptar los parámetros del usuario.

3.
J Med Syst ; 41(4): 59, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-28247306

RESUMO

Recently, telemedicine offers medical services remotely via telecommunications systems and physiological monitoring devices. This scheme provides healthcare delivery services between physicians and patients conveniently, since some patients can not attend the hospital due to any reason. However, transmission of information over an insecure channel such as internet or private data storing generates a security problem. Therefore, authentication, confidentiality, and privacy are important challenges in telemedicine, where only authorized users should have access to medical or clinical records. On the other hand, chaotic systems have been implemented efficiently in cryptographic systems to provide confidential and privacy. In this work, we propose a novel symmetric encryption algorithm based on logistic map with double chaotic layer encryption (DCLE) in diffusion process and just one round of confusion-diffusion for the confidentiality and privacy of clinical information such as electrocardiograms (ECG), electroencephalograms (EEG), and blood pressure (BP) for applications in telemedicine. The clinical signals are acquired from PhysioBank data base for encryption proposes and analysis. In contrast with recent schemes in literature, we present a secure cryptographic algorithm based on chaos validated with the most complete security analysis until this time. In addition, the cryptograms are validated with the most complete pseudorandomness tests based on National Institute of Standards and Technology (NIST) 800-22 suite. All results are at MATLAB simulations and all them show the effectiveness, security, robustness, and the potential use of the proposed scheme in telemedicine.


Assuntos
Algoritmos , Segurança Computacional/instrumentação , Confidencialidade , Telemedicina/instrumentação , Pressão Sanguínea , Eletrocardiografia , Eletroencefalografia , Humanos
4.
BMC Genomics ; 17: 416, 2016 05 31.
Artigo em Inglês | MEDLINE | ID: mdl-27245662

RESUMO

BACKGROUND: In wine grape production, management practices have been adopted to optimize grape and wine quality attributes by producing, or screening for, berries of smaller size. Fruit size and composition are influenced by numerous factors that include both internal (e.g. berry hormone metabolism) and external (e.g. environment and cultural practices) factors. Combined physiological, biochemical, and transcriptome analyses were performed to improve our current understanding of metabolic and transcriptional pathways related to berry ripening and composition in berries of different sizes. RESULTS: The comparison of berry physiology between small and large berries throughout development (from 31 to 121 days after anthesis, DAA) revealed significant differences in firmness, the rate of softening, and sugar accumulation at specific developmental stages. Small berries had significantly higher skin to berry weight ratio, lower number of seeds per berry, and higher anthocyanin concentration compared to large berries. RNA-sequencing analyses of berry skins at 47, 74, 103, and 121 DAA revealed a total of 3482 differentially expressed genes between small and large berries. Abscisic acid, auxin, and ethylene hormone pathway genes were differentially modulated between berry sizes. Fatty acid degradation and stilbenoid pathway genes were upregulated at 47 DAA while cell wall degrading and modification genes were downregulated at 74 DAA in small compared to large berries. In the late ripening stage, concerted upregulation of the general phenylpropanoid and stilbenoid pathway genes and downregulation of flavonoid pathway genes were observed in skins of small compared to large berries. Cis-regulatory element analysis of differentially expressed hormone, fruit texture, flavor, and aroma genes revealed an enrichment of specific regulatory motifs related to bZIP, bHLH, AP2/ERF, NAC, MYB, and MADS-box transcription factors. CONCLUSIONS: The study demonstrates that physiological and compositional differences between berries of different sizes parallel transcriptome changes that involve fruit texture, flavor, and aroma pathways. These results suggest that, in addition to direct effects brought about by differences in size, key aspects involved in the regulation of ripening likely contribute to different quality profiles between small and large berries.


Assuntos
Metabolismo Energético/genética , Frutas/genética , Frutas/metabolismo , Regulação da Expressão Gênica de Plantas , Característica Quantitativa Herdável , Sequências Reguladoras de Ácido Nucleico , Transcriptoma , Vitis/fisiologia , Perfilação da Expressão Gênica , Estudos de Associação Genética , Redes e Vias Metabólicas , Metabolômica/métodos , Motivos de Nucleotídeos , Reguladores de Crescimento de Plantas/metabolismo , Transdução de Sinais
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