@article{MAKHILLAJIT20161536017, title = {CSIMIDx: A Prototype for Cloud-Based Secure Intelligent System for Medical Image Classification}, journal = {Asian Journal of Information Technology}, volume = {15}, number = {3}, pages = {567-577}, year = {2016}, issn = {1682-3915}, doi = {ajit.2016.567.577}, url = {https://makhillpublications.co/view-article.php?issn=1682-3915&doi=ajit.2016.567.577}, author = {J.,S.R. and}, keywords = {Breast cancer,cloud security,digital watermarking,mammograms,intelligent system}, abstract = {Breast cancer is commonly found among aged women and ranks second in women mortality all over the world as per World Health Organization (WHO). Here, we propose a novel method using cloud paradigm in diagnosing mammogram images for breast cancer with security. The transmission of patients’ medical data in to the cloud infrastructure may bring about a few dangers as far as security and protection is concerned. The main focus is to quantify the performance and utilization of secure cloud-based intelligent medical diagnosis framework in the point of view of patients and experts. This proto type attains high sensitivity up to 99.09%, specificity up to 92.85% and accuracy of up to 98.4%. The performance of the CSIMIDx framework with respect to high users and low users is given as security and privacy of the prototype (p = 0.87), usefulness of the prototype (p = 0.62), ease of navigation (p = 0.90), user friendliness evaluation (p = 0.97) and overall satisfaction (p = 0.33).} }