Big Data Challenges and Solutions in the Medical Industries
作者： Ramgopal Kashyap , Albert Dayor Piersson
DOI: 10.4018/978-1-5225-3870-7.CH001
关键词: Data science 、 Computer science 、 Big data
摘要: Big data today is being investigated to find the bits of knowledge that prompt better choices and vital business moves. The data innovations are developing to a point in which an ever-increasing number of associations are set up to pilot and embrace big data as a center part of the data administration and examination framework. It is a range of research that is blasting yet at the same time confronts many difficulties in utilizing the esteem that information brings to the table. The battle against “spam information” and information quality is a pivotal issue. Big data challenges are discussed and some solutions are proposed because the volume of made information will surpass the capacity limits and will require cautious determination.
sci-hub.st 参考文章(48)
Ashwin Belle, Raghuram Thiagarajan, S. M. Reza Soroushmehr, Fatemeh Navidi, Daniel A. Beard, Kayvan Najarian, Big Data Analytics in Healthcare BioMed Research International. ,vol. 2015, pp. 370194- 370194 ,(2015) , 10.1155/2015/370194
Lauren E. Sweet, Heather Lea Moulaison, Electronic Health Records Data and Metadata: Challenges for Big Data in the United States. Big data. ,vol. 1, pp. 245- 251 ,(2013) , 10.1089/BIG.2013.0023
Ingrid Scholl, Til Aach, Thomas M Deserno, Torsten Kuhlen, None, Challenges of medical image processing Computer Science - Research and Development. ,vol. 26, pp. 5- 13 ,(2011) , 10.1007/S00450-010-0146-9
Nikhilesh Waoo, Ramgopal Kashyap, Astha Jaiswal, DNA Nano array analysis using hierarchical quality threshold clustering ieee international conference on information management and engineering. pp. 81- 85 ,(2010) , 10.1109/ICIME.2010.5477579
L. V. Shemberko, A. I. Sliva, Philosophical information in the INION databases on social sciences and humanities Scientific and Technical Information Processing. ,vol. 39, pp. 187- 198 ,(2012) , 10.3103/S014768821204003X
Nerea Alonso, Gavin Lucas, Pirro Hysi, Big data challenges in bone research: genome-wide association studies and next-generation sequencing bonekey Reports. ,vol. 4, pp. 635- 635 ,(2015) , 10.1038/BONEKEY.2015.2
Liang Li, Tianye Niu, Seungryong Cho, Zhentian Wang, Mathematical Methods and Applications in Medical Imaging Computational and Mathematical Methods in Medicine. ,vol. 2014, pp. 765163- 765163 ,(2014) , 10.1155/2015/685036
Jimeng Sun, Chandan K. Reddy, Big data analytics for healthcare knowledge discovery and data mining. pp. 1525- 1525 ,(2013) , 10.1145/2487575.2506178
MacGregor Campbell, Collapsing backpack charges wearable gadgets as you walk New Scientist. ,vol. 221, pp. 19- ,(2014) , 10.1016/S0262-4079(14)60030-0
Julian Borrill, Reijo Keskitalo, Theodore Kisner, Big Bang, Big Data, Big Iron: Fifteen Years of Cosmic Microwave Background Data Analysis at NERSC computational science and engineering. ,vol. 17, pp. 22- 29 ,(2015) , 10.1109/MCSE.2015.1