Machine Learning Approaches in Developing Expert System for Medical Image Analysis with respect to THR: From Detection to Diagnosis
Dr. Sandhya Tatekalva, , , ,
Affiliations Department of Computer Science, S.V.University, Tirupati, A.P., INDIA.
Machine learning approaches are increasingly successful in image-based diagnosis, disease prognosis, and risk assessment. There is a need to find any deviation that can be acquired in position of artificial femur after the log time of surgery, well in advance thereby overcome the adverse socio economic and psychological burden to both the patient as well as the surgeon. The aim of the study is to develop a non-invasive, ultrasound-based, method of diagnosing acetabular cup loosening at an early stage before any major bone erosion has taken place. The proposed study will build on a previously successful technique for the diagnosis of loosing of the femoral stem component of a THR. This paper highlights the steps like box filter section, mainly first order and second order, followed by key points selection, key points extraction, key point matching and finally finding the deviation through motion vector analysis. The data for this research has been collected from different hospitals in Andhra Pradesh and Tamil Nadu.
Dr. Sandhya Tatekalva."Machine Learning Approaches in Developing Expert System for Medical Image Analysis with respect to THR: From Detection to Diagnosis". International Journal of Computer Engineering In Research Trends (IJCERT) ,ISSN:2349-7084 ,Vol.9, Issue 01,pp.7-15, January - 2022, URL :https://www.ijcert.org/ems/ijcert_papers/V9I102.pdf,
Keywords : Machine learning, Developing Expert System, THR, Medical Image Analysis, First order and Second order Box filters.
Authors are not required to pay any article-processing charges (APC) for their article to be published open access in Journal IJCERT. No charge is involved in any stage of the publication process, from administrating peer review to copy editing and hosting the final article on dedicated servers. This is free for all authors.
News & Events
Latest issue :Volume 10 Issue 1 Articles In press
☞ INVITING SUBMISSIONS FOR THE NEXT ISSUE :
☞ LAST DATE OF SUBMISSION : 31st March 2023
☞ SUBMISSION TO FIRST DECISION : In 7 Days
☞ FINAL DECISION : IN 3 WEEKS FROM THE DAY OF SUBMISSION
All the authors, conference coordinators, conveners, and guest editors kindly check their articles' originality before submitting them to IJCERT. If any material is found to be duplicate submission or sent to other journals when the content is in the process with IJCERT, fabricated data, cut and paste (plagiarized), at any stage of processing of material, IJCERT is bound to take the following actions.
1. Rejection of the article.
2. The author will be blocked for future communication with IJCERT if duplicate articles are submitted.
3. A letter regarding this will be posted to the Principal/Director of the Institution where the study was conducted.
4. A List of blacklisted authors will be shared among the Chief Editors of other prestigious Journals
We have been screening articles for plagiarism with a world-renowned tool: Turnitin However, it is only rejected if found plagiarized. This more stern action is being taken because of the illegal behavior of a handful of authors who have been involved in ethical misconduct. The Screening and making a decision on such articles costs colossal time and resources for the journal. It directly delays the process of genuine materials.