A novel approach based on segmentation for securing medical image processing over cloud

Autor: Mbarek Marwan, Ali Kartit, Hassan Ouahmane
Jazyk: angličtina
Rok vydání: 2018
Předmět:
Zdroj: Journal of Data Mining and Digital Humanities, Vol Special Issue on Scientific... (2018)
Druh dokumentu: article
ISSN: 2416-5999
DOI: 10.46298/jdmdh.3154
Popis: 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.
Databáze: Directory of Open Access Journals