IMAGE PROCESSING AND CLASSIFICATION TECHNIQUES IN HEALTHCARE APPLICATIONS
Journal: International Education and Research Journal (Vol.2, No. 3)Publication Date: 2016-03-15
Authors : Nalamwar Sonali Kharabi Kirti Mahajan Vrushali Shinde Anushka Sisode Prapti;
Page : 52-54
Keywords : Computer Tomography; Decision tree; Image processing; Scale Invariant Feature Transform; Support Vector Machine;
- BUSINESS COMMUNICATION:A SKILL
- CORRELATIVE ANALYSIS OF TOEFL iBT SCORES OF LISTENING SKILL VERSUS SCORES OF BUSINESS ENGLISH SPEAKING SKILL AMONG BINUS UNIVERSITY SOPHOMORES IN ACADEMIC YEAR
- COMMUNICATION TRAINING SKILL FOR IMPROVEMENT OF ORAL/AURAL COMMUNICATION AMONG LEARNERS WITH HEARING IMPAIRMENTS IN PRIMARY SCHOOLS FOR THE DEAF IN WESTERN REGION OF KENYA
- Communication ? an overlooked skill in health care!!
- EFFECTIVENESS OF COMMUNICATION SKILL PROGRAMME IN ENGLISH
Abstract
Lung Cancer is leading cause of death in world. Different type of diseases leads to death but it is observed that most of the times death is due to cancer. If cancer is detected in early stage it is helpful in curing cancer completely. Lung cancer is generally misdiagnosed. Image processing and data mining found numerous applications in scientific and healthcare domain. To find out affected part by comparing CT scan image of both normal and affected person, Image processing technique such as smoothing, filtering, enhancement, segmentation, feature extraction are applied. Preprocessing techniques such as smoothing, enhancement and segmentation are applied on the image. Then features such as area, perimeter, eccentricity, curve, edges are extracted from pre-processed image using SIFT algorithm and then decision tree and SVM classifiers are used for classification. Based on classification, stage of cancer can be identified. SVM and decision tree classifiers are used to increase accuracy of the system.
Other Latest Articles
- SATISFACTION NURSING STUDENT IN CLINICAL PLACEMENT
- A STUDY ON WASTE MANAGEMENT AWARENESS AMONGST THE RESIDENTS OF RURAL AREAS OF DISTRICT LUDHIANA
- WOMEN EMPOWERMENT IN CHANGING INDIA
- DETECTION OF DISEASES ON LEAVES AND ITS POSSIBLE DIAGNOSIS USING CBIR TECHNIQUE
- LIVING STANDARDS AND ACCESS TO PUBLIC DISTRIBUTION SYSTEM AMONG LESS FORTUNATE URBAN HOUSEHOLDS: EVIDENCE FROM TAMIL NADU
Last modified: 2022-04-19 20:03:30