Marwan, Mbarek and Kartit, Ali and Ouahmane, Hassan - A novel approach based on segmentation for securing medical image processing over cloud

jdmdh:3154 - Journal of Data Mining & Digital Humanities, January 2, 2018, Special Issue on Scientific and Technological Strategic Intelligence (2016)
A novel approach based on segmentation for securing medical image processing over cloud

Authors: Marwan, Mbarek and Kartit, Ali and Ouahmane, Hassan

Healthcare professionals require advanced image processing software to enhance the quality of clinical decisions. However, any investment in sophisticated local applications would dramatically increase healthcare costs. To address this issue, medical providers are interested in adopting cloud technology. In spite of its multiple advantages, outsourcing computations to an external provider arises several challenges. In fact, security is the major factor hindering the widespread acceptance of this new concept. Recently, various solutions have been suggested to fulfill healthcare demands. Though, ensuring privacy and high performance needs more improvements to meet the healthcare sector requirements. To this end, we propose a framework based on segmentation approach to secure cloud-based medical image processing in the healthcare system.


Source : oai:HAL:hal-01466986v1
Volume: Special Issue on Scientific and Technological Strategic Intelligence (2016)
Published on: January 2, 2018
Submitted on: February 22, 2017
Keywords: [INFO.INFO-IM] Computer Science [cs]/Medical Imaging,[INFO.INFO-CR] Computer Science [cs]/Cryptography and Security [cs.CR]


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