Big Data Visualization in Cardiology—A Systematic Review and Future Directions
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Shah Nazir | Awais Adnan | Sara Shahzad | Shaukat Ali | Sajid Anwar | Shahla Asadi | Muhammad Nawaz Khan
[1] Michela Spagnuolo,et al. Accessing and Representing Knowledge in the Medical Field: Visual and Lexical Modalities , 2014, 3D Multiscale Physiological Human.
[2] J. Silva,et al. Use of smartphone technology in cardiology. , 2016, Trends in cardiovascular medicine.
[3] Kai Lawonn,et al. A Survey on Multimodal Medical Data Visualization , 2018, Comput. Graph. Forum.
[4] Constantine Butakoff,et al. Integration of electro-anatomical and imaging data of the left ventricle: An evaluation framework , 2016, Medical Image Anal..
[5] Yi-Ping Phoebe Chen. Biomedical visualization , 2003, J. Vis. Lang. Comput..
[6] Georgy Kopanitsa,et al. Implementation of a Web Portal for Diabetes Patients Using Open Source Data Visualization Libraries , 2016, pHealth.
[7] Martin Hilbert,et al. The World’s Technological Capacity to Store, Communicate, and Compute Information , 2011, Science.
[8] Justus Harris,et al. Sculpting the future of medical data visualization. , 2018, Cardiovascular diagnosis and therapy.
[9] Shah Nazir,et al. Understanding Institutional Repository in Higher Learning Institutions: A Systematic Literature Review and Directions for Future Research , 2019, IEEE Access.
[10] Tarek Azzam,et al. Data Visualization and Evaluation , 2013 .
[11] Mark Zastrow. Data visualization: Science on the map , 2015, Nature.
[12] A. Su,et al. Harnessing the heart of big data. , 2015, Circulation research.
[13] Mehrbakhsh Nilashi,et al. An analytical method for diseases prediction using machine learning techniques , 2017, Comput. Chem. Eng..
[14] Chenghui Zhang,et al. Visualization and Surface Rendering Based on Medical Image , 2012 .
[15] Piotr Kaczmarek,et al. Data Visualization Principles , 2016 .
[16] C. Ayers,et al. Applying a Big Data Approach to Biomarker Discovery: Running Before We Walk? , 2015, Circulation.
[17] Pearl Brereton,et al. Systematic literature reviews in software engineering - A systematic literature review , 2009, Inf. Softw. Technol..
[18] John S Rumsfeld,et al. Big Data in Cardiology. , 2017, European heart journal.
[19] Janice C. Honeyman-Buck. Thomas M. Deserno (ed): Biomedical Image Processing , 2012, Journal of Digital Imaging.
[20] Connecting the Dots: From Big Data to Healthy Heart. , 2016, Circulation.
[21] Abdel-Badeeh M. Salem,et al. Intelligent Techniques in Medical Volume Visualization , 2015 .
[22] Helga Thorvaldsdóttir,et al. Integrative Genomics Viewer (IGV): high-performance genomics data visualization and exploration , 2012, Briefings Bioinform..
[23] Seref Sagiroglu,et al. Big data: A review , 2013, 2013 International Conference on Collaboration Technologies and Systems (CTS).
[24] Meyrick Chow,et al. Development and evaluation of a compartmental picture archiving and communications system model for integration and visualization of multidisciplinary biomedical data to facilitate student learning in an integrative health clinic , 2010, Comput. Educ..
[25] Erik B. Erhardt,et al. Data Visualization in the Neurosciences: Overcoming the Curse of Dimensionality , 2012, Neuron.
[26] J. Jacobs,et al. Big Data and paediatric cardiovascular disease in the era of transparency in healthcare , 2016, Cardiology in the Young.
[27] Henggui Zhang,et al. A composite visualization method for electrophysiology-morphous merging of human heart , 2017, Biomedical engineering online.
[28] Joonseok Kim,et al. Big Data, Health Informatics, and the Future of Cardiovascular Medicine. , 2017, Journal of the American College of Cardiology.
[29] L. Manovich,et al. What is visualisation? , 2011 .
[30] Peng Li,et al. A deep learning model for predicting chemical composition of gallstones with big data in medical Internet of Things , 2019, Future Gener. Comput. Syst..
[31] Ali Dag,et al. A probabilistic data-driven framework for scoring the preoperative recipient-donor heart transplant survival , 2016, Decis. Support Syst..
[32] Mohamed Nadif,et al. A Unified Framework for Data Visualization and Coclustering , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[33] Georgy Kopanitsa. Standard Based Multiclient Medical Data Visualization , 2012, MIE.
[34] Jianbin Li,et al. Experience and reflection from China's Xiangya medical big data project , 2019, J. Biomed. Informatics.
[35] Marcin Ciecholewski,et al. Ischemic heart disease detection using selected machine learning methods , 2013, Int. J. Comput. Math..
[36] Joon Lee,et al. A web-based data visualization tool for the MIMIC-II database , 2015, BMC Medical Informatics and Decision Making.
[37] Anna Borawska,et al. Mining Neuroscience Data for Social Campaign Evaluation , 2018, KES.
[38] Rachel J. Errington,et al. A Survey of Visualization for Live Cell Imaging , 2017, Comput. Graph. Forum.
[39] Jianbin Li,et al. Experiences of building a medical data acquisition system based on two-level modeling , 2018, Int. J. Medical Informatics.
[40] Wolfgang Drexler,et al. 4-D OCT in developmental cardiology , 2015 .
[41] Georgy Kopanitsa,et al. Applying open source data visualization tools to standard based medical data. , 2014, Studies in health technology and informatics.
[42] Kwan-Liu Ma,et al. Big-Data Visualization , 2013, IEEE Computer Graphics and Applications.
[43] Min Chen,et al. Visualizing Cardiovascular Magnetic Resonance (CMR) imagery: challenges and opportunities. , 2014, Progress in biophysics and molecular biology.
[44] Mehrbakhsh Nilashi,et al. Diseases diagnosis using fuzzy logic methods: A systematic and meta-analysis review , 2018, Comput. Methods Programs Biomed..
[45] Georgy Kopanitsa. Evaluation study for a multi-user oriented medical data visualization method. , 2014, Studies in health technology and informatics.
[46] Vincent VanBuren. Visual data mining of coexpression data to set research priorities in cardiac development research. , 2012, Methods in molecular biology.
[47] Nicolas Passat,et al. 3D segmentation of coronary arteries based on advanced mathematical morphology techniques , 2010, Comput. Medical Imaging Graph..
[48] Iwona Skalna,et al. Selected Issues of Visualisation of Fuzziness in Cardiac Imaging Data , 2015 .
[49] C Russell Middaugh,et al. Improved data visualization techniques for analyzing macromolecule structural changes , 2012, Protein science : a publication of the Protein Society.
[50] J. D’hooge. Cardiac 4D Ultrasound Imaging , 2010 .
[51] S. Bangalore,et al. Future Direction for Using Artificial Intelligence to Predict and Manage Hypertension , 2018, Current Hypertension Reports.
[52] Alex A. T. Bui,et al. Medical Data Visualization: Toward Integrated Clinical Workstations , 2010 .
[53] F. Mohamed,et al. Kinect-based Gesture Recognition in Volumetric Visualisation of Heart from Cardiac Magnetic Resonance (CMR) Imaging , 2014 .
[54] Pearl Brereton,et al. Performing systematic literature reviews in software engineering , 2006, ICSE.
[55] Yuval Shahar,et al. Intelligent visualization and exploration of time-oriented data of multiple patients , 2010, Artif. Intell. Medicine.
[56] Tore Dybå,et al. Empirical studies of agile software development: A systematic review , 2008, Inf. Softw. Technol..
[57] Mehrbakhsh Nilashi,et al. A hybrid intelligent system for the prediction of Parkinson's Disease progression using machine learning techniques , 2017 .
[58] M. Mora,et al. Web-Pacs in Imaging Medical: A Teaching and Visualization Tool in Clinical Trial , 2015 .
[59] Shah Nazir,et al. Software Birthmark Design and Estimation: A Systematic Literature Review , 2019, Arabian Journal for Science and Engineering.
[60] Tara J Brigham,et al. Feast for the Eyes: An Introduction to Data Visualization , 2016, Medical reference services quarterly.
[61] Viktor Mayer-Schönberger,et al. Big Data for cardiology: novel discovery? , 2016, European heart journal.