A deep convolutional neural network model to classify heartbeats (English)
- New search for: U Rajendra Acharya
- New search for: U Rajendra Acharya
- New search for: Shu Lih Oh
- New search for: Yuki Hagiwara
- New search for: Jen Hong Tan
- New search for: Muhammad Adam
- New search for: Arkadiusz Gertych
- New search for: Ru San Tan
In:
Computers in biology and medicine
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89
; 389
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2017
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ISSN:
- Article (Journal) / Print
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Title:A deep convolutional neural network model to classify heartbeats
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Contributors:U Rajendra Acharya ( author ) / Shu Lih Oh / Yuki Hagiwara / Jen Hong Tan / Muhammad Adam / Arkadiusz Gertych / Ru San Tan
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Published in:Computers in biology and medicine ; 89 ; 389
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Publisher:
- New search for: Pergamon Press
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Place of publication:New York, NY [u.a.]
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Publication date:2017
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ISSN:
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ZDBID:
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DOI:
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Type of media:Article (Journal)
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Type of material:Print
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Language:English
- New search for: 42.00 / 44.00 / 44.00 / 42.00
- Further information on Basic classification
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Keywords:Abnormalities , Diagnostic systems , Cardiology , Cardiac arrhythmia , Heart , Ventricle , Automation , Data bases , Noise , Arrhythmia , Cardiovascular disease , Classification , Artificial intelligence , Echocardiography , Artificial neural networks , Neural networks , EKG , Electrocardiography , Heart diseases , Principal components analysis , Morphology
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Classification:
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Source:
Table of contents – Volume 89
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Numerical and analytical investigation of irrigant penetration into dentinal microtubulesShirazi, Mohsen Motie / Abouali, Omid / Emdad, Homayoun / Nabavizadeh, Mohammadreza / Mirhadi, Hossein / Ahmadi, Goodarz et al. | 2017
- 18
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Machine-learning-based classification of real-time tissue elastography for hepatic fibrosis in patients with chronic hepatitis BChen, Yang / Luo, Yan / Huang, Wei / Hu, Die / Zheng, Rong-qin / Cong, Shu-zhen / Meng, Fan-kun / Yang, Hong / Lin, Hong-jun / Sun, Yan et al. | 2017
- 24
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An effective time-constant algorithm for drug transport to capillaries and surrounding tissuesSimon, Laurent et al. | 2017
- 31
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Fusion of expression values and protein interaction information using multi-objective optimization for improving gene clusteringDutta, Pratik / Saha, Sriparna et al. | 2017
- 44
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Investigation of the HD-sEMG probability density function shapes with varying muscle force using data fusion and shape descriptorsAl Harrach, Mariam / Boudaoud, Sofiane / Carriou, Vincent / Laforet, Jeremy / Letocart, Adrien J. / Grosset, Jean-François / Marin, Frédéric et al. | 2017
- 59
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Conceptual data sampling for breast cancer histology image classificationRezk, Eman / Awan, Zainab / Islam, Fahad / Jaoua, Ali / Al Maadeed, Somaya / Zhang, Nan / Das, Gautam / Rajpoot, Nasir et al. | 2017
- 68
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Evaluation of light detector surface area for functional Near Infrared SpectroscopyWang, Lei / Ayaz, Hasan / Izzetoglu, Meltem / Onaral, Banu et al. | 2017
- 76
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Drowsy driver mobile application: Development of a novel scleral-area detection methodMohammad, Faisal / Mahadas, Kausalendra / Hung, George K. et al. | 2017
- 84
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Framework for detection and localization of coronary non-calcified plaques in cardiac CTA using mean radial profilesJawaid, Muhammad Moazzam / Riaz, Atif / Rajani, Ronak / Reyes-Aldasoro, Constantino Carlos / Slabaugh, Greg et al. | 2017
- 96
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Modelling and simulation of flow and agglomeration in deep veins valves using discrete multi physicsAriane, M. / Wen, W. / Vigolo, D. / Brill, A. / Nash, F.G.B. / Barigou, M. / Alexiadis, A. et al. | 2017
- 104
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A simplified parametrised model for lung microstructures capable of mimicking realistic geometrical and mechanical propertiesRoth, Christian J. / Yoshihara, Lena / Wall, Wolfgang A. et al. | 2017
- 115
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Low density lipoprotein transport through patient-specific thoracic arterial wallMpairaktaris, Dimitrios G. / Soulis, Johannes V. / Giannoglou, George D. et al. | 2017
- 127
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Digital image analysis protocol for determining the radiocarpal joint space in the rheumatoid arthritic wristWilkinson, S.J. / Naylor, A. / Goh, K.L. et al. | 2017
- 135
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Pre-trained convolutional neural networks as feature extractors for tuberculosis detectionLopes, U.K. / Valiati, J.F. et al. | 2017
- 144
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A novel approach to spinal 3-D kinematic assessment using inertial sensors: Towards effective quantitative evaluation of low back pain in clinical settingsAshouri, Sajad / Abedi, Mohsen / Abdollahi, Masoud / Dehghan Manshadi, Farideh / Parnianpour, Mohamad / Khalaf, Kinda et al. | 2017
- 150
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Automatic blood vessels segmentation based on different retinal maps from OCTA scansEladawi, Nabila / Elmogy, Mohammed / Helmy, Omar / Aboelfetouh, Ahmed / Riad, Alaa / Sandhu, Harpal / Schaal, Shlomit / El-Baz, Ayman et al. | 2017
- 162
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Computer modeling of drug delivery in the anterior human eye after subconjunctival and episcleral implantationZhang, Feng / Chen, Han / Huang, Yukan et al. | 2017
- 170
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Design and evaluation of a parametric model for cardiac soundsIbarra-Hernández, Roilhi F. / Alonso-Arévalo, Miguel A. / Cruz-Gutiérrez, Alejandro / Licona-Chávez, Ana L. / Villarreal-Reyes, Salvador et al. | 2017
- 181
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A coupled diffusion-fluid pressure model to predict cell density distribution for cells encapsulated in a porous hydrogel scaffold under mechanical loadingZhao, Feihu / Vaughan, Ted J. / Mc Garrigle, Myles J. / McNamara, Laoise M. et al. | 2017
- 190
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Supportive care pathway functionalities of EHR system in a Saudi Arabian hospitalAldosari, Bakheet et al. | 2017
- 197
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Lung disease stratification using amalgamation of Riesz and Gabor transforms in machine learning frameworkThan, Joel C.M. / Saba, Luca / Noor, Norliza M. / Rijal, Omar M. / Kassim, Rosminah M. / Yunus, Ashari / Suri, Harman S. / Porcu, Michele / Suri, Jasjit S. et al. | 2017
- 212
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Performance comparison between wrist and chest actigraphy in combination with heart rate variability for sleep classificationAktaruzzaman, Md / Rivolta, Massimo Walter / Karmacharya, Ruby / Scarabottolo, Nello / Pugnetti, Luigi / Garegnani, Massimo / Bovi, Gabriele / Scalera, Giovanni / Ferrarin, Maurizio / Sassi, Roberto et al. | 2017
- 222
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Automatic counting of trypanosomatid amastigotes in infected human cellsde Souza Relli, Cleber / Facon, Jacques / Ayala, Horacio Legal / De Souza Britto, Alceu Jr. et al. | 2017
- 236
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Numerical analysis of wall shear stress in ascending aorta before tearing in type A aortic dissectionChi, Qingzhuo / He, Ying / Luan, Yong / Qin, Kairong / Mu, Lizhong et al. | 2017
- 248
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Learning representations for the early detection of sepsis with deep neural networksKam, Hye Jin / Kim, Ha Young et al. | 2017
- 256
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Mechanical model of orthopaedic drilling for augmented-haptics-based trainingPourkand, Ashkan / Zamani, Naghmeh / Grow, David et al. | 2017
- 264
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A filter feature selection method based on the Maximal Information Coefficient and Gram-Schmidt Orthogonalization for biomedical data miningLyu, Hongqiang / Wan, Mingxi / Han, Jiuqiang / Liu, Ruiling / Wang, Cheng et al. | 2017
- 275
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Multivariate modeling using quantitative CT metrics may improve accuracy of diagnosis of bronchiolitis obliterans syndrome after lung transplantationBarbosa, E. Mortani Jr. / Simpson, S. / Lee, J.C. / Tustison, N. / Gee, J. / Shou, H. et al. | 2017
- 282
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A computational theoretical model for radiofrequency ablation of tumor with complex vascularizationShao, Y.L. / Arjun, B. / Leo, H.L. / Chua, K.J. et al. | 2017
- 293
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Simulation study of the ionic mechanisms underlying Torsade de Pointes in a 2D cardiac tissueKirthi Priya, Ponnuraj / Reddy, M. Ramasubba et al. | 2017
- 304
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Inferring the effects of saliva on liquid bolus flow using computer simulationHo, Andrew / Affoo, Rebecca / Rogus-Pulia, Nicole / Nicosia, Mark / Inamoto, Yoko / Saitoh, Eiichi / Green, Sheldon / Fels, Sidney et al. | 2017
- 314
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Hair segmentation using adaptive threshold from edge and branch length measuresLee, Ian / Du, Xian / Anthony, Brian et al. | 2017
- 325
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Phantom study evaluating detection of simulated upper airway occlusion using piezoelectric ultrasound transducersAl-Abed, Mohammad / Antich, Peter / Watenpaugh, Donald E. / Behbehani, Khosrow et al. | 2017
- 337
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Viscoelastic dynamic arterial responseCharalambous, Haralambia P. / Roussis, Panayiotis C. / Giannakopoulos, Antonios E. et al. | 2017
- 355
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Time-varying assessment of heart rate variability parameters using respiratory informationGoldoozian, Layli S. / Zahedi, Edmond / Zarzoso, Vicente et al. | 2017
- 368
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Prediction of muscle activation for an eye movement with finite element modelingKarami, Abbas / Eghtesad, Mohammad / Haghpanah, Seyyed Arash et al. | 2017
- 379
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Fuzzy inference model evaluating turn for Parkinson’s disease patientsOrnelas-Vences, Christopher / Sanchez-Fernandez, Luis Pastor / Sanchez-Perez, Luis Alejandro / Garza-Rodriguez, Alejandro / Villegas-Bastida, Albino et al. | 2017
- 389
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A deep convolutional neural network model to classify heartbeatsAcharya, U. Rajendra / Oh, Shu Lih / Hagiwara, Yuki / Tan, Jen Hong / Adam, Muhammad / Gertych, Arkadiusz / Tan, Ru San et al. | 2017
- 397
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Integration of RNA-Seq and RPPA data for survival time prediction in cancer patientsIsik, Zerrin / Ercan, Muserref Ece et al. | 2017
- 405
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A computational study of the Fontan circulation with fenestration or hepatic vein exclusionPuelz, Charles / Acosta, Sebastián / Rivière, Béatrice / Penny, Daniel J. / Brady, Ken M. / Rusin, Craig G. et al. | 2017
- 419
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Improvement of early functional outcomes in hospitalized geriatric patients after hip surgeryMartinov, Dobrivoje / Berkovic, Ivana / Brtka, Vladimir / Stojkovic-Jovanovic, Tatjana / Ognjenovic, Visnja et al. | 2016
- 429
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Intelligent visual localization of wireless capsule endoscopes enhanced by color informationDimas, George / Spyrou, Evaggelos / Iakovidis, Dimitris K. / Koulaouzidis, Anastasios et al. | 2017
- 441
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Identifying sleep spindles with multichannel EEG and classification optimizationMei, Ning / Grossberg, Michael D. / Ng, Kenneth / Navarro, Karen T. / Ellmore, Timothy M. et al. | 2017
- 454
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Area-based cell colony surviving fraction evaluation: A novel fully automatic approach using general-purpose acquisition hardwareMilitello, Carmelo / Rundo, Leonardo / Conti, Vincenzo / Minafra, Luigi / Cammarata, Francesco Paolo / Mauri, Giancarlo / Gilardi, Maria Carla / Porcino, Nunziatina et al. | 2017
- 466
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A window-based time series feature extraction methodKatircioglu-Öztürk, Deniz / Güvenir, H. Altay / Ravens, Ursula / Baykal, Nazife et al. | 2017
- 487
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geneSurv: An interactive web-based tool for survival analysis in genomics researchKorkmaz, Selcuk / Goksuluk, Dincer / Zararsiz, Gokmen / Karahan, Sevilay et al. | 2017
- 497
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A method for quantifying recurrent patterns of local wavefront direction during atrial fibrillationHummel, James P. / Baher, Alex / Buck, Ben / Fanarjian, Manuel / Webber, Charles L. Jr. / Akar, Joseph G. et al. | 2017
- 505
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Contrast enhancement of spectral domain optical coherence tomography using spectrum correctionNi, Guangming / Liu, Linbo / Yu, Xiaojun / Ge, Xin / Chen, Si / Liu, Xinyu / Wang, Xianghong / Chen, Shi et al. | 2017
- 512
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Biomechanical analysis of lumbar decompression surgery in relation to degenerative changes in the lumbar spine – Validated finite element analysisLi, Quan You / Kim, Ho-Joong / Son, Juhyun / Kang, Kyoung-Tak / Chang, Bong-Soon / Lee, Choon-Ki / Seok, Hyun Sik / Yeom, Jin S. et al. | 2017
- 520
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Machine learning in the prediction of cardiac epicardial and mediastinal fat volumesRodrigues, É.O. / Pinheiro, V.H.A. / Liatsis, P. / Conci, A. et al. | 2017
- 530
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Automatic feature learning using multichannel ROI based on deep structured algorithms for computerized lung cancer diagnosisSun, Wenqing / Zheng, Bin / Qian, Wei et al. | 2017
- 540
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Fuzzy mutual information based grouping and new fitness function for PSO in selection of miRNAs in cancerPal, Jayanta Kumar / Ray, Shubhra Sankar / Pal, Sankar K. et al. | 2017
- 549
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Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer visionMartis, Roshan J. / Lin, Hong / Gurupur, Varadraj P. / Fernandes, Steven L. et al. | 2017
- 551
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Fuzzy spectral clustering for automated delineation of chronic wound region using digital imagesManohar Dhane, Dhiraj / Maity, Maitreya / Mungle, Tushar / Bar, Chittaranjan / Achar, Arun / Kolekar, Maheshkumar / Chakraborty, Chandan et al. | 2017
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Automatic media-adventitia IVUS image segmentation based on sparse representation framework and dynamic directional active contour modelZakeri, Fahimeh Sadat / Setarehdan, Seyed Kamaledin / Norouzi, Somayye et al. | 2017
- 573
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Early visual analysis tool using magnetoencephalography for treatment and recovery of neuronal dysfunctionRasheed, Waqas / Neoh, Yee Yik / Bin Hamid, Nor Hisham / Reza, Faruque / Idris, Zamzuri / Tang, Tong Boon et al. | 2017
- 584
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Publisher's note| 2017
- IFC
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Editorial Board & Publication information| 2017