AI Medical Compendium Journal:
Asian Pacific journal of cancer prevention : APJCP

Showing 21 to 30 of 39 articles

Analysis of Decision Tree and K-Nearest Neighbor Algorithm in the Classification of Breast Cancer.

Asian Pacific journal of cancer prevention : APJCP Dec 1, 2019
OBJECTIVE: The death rate of breast tumour is falling as there is progress in its research area. However, it is the most common disease among women. It is a great challenge in designing a machine learning model to evaluate the performance of the clas...
Algorithms Databases, Factual Prognosis Humans Machine Learning Cluster Analysis Decision Trees Principal Component Analysis Female Neoplasms Support Vector Machine
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Lung Cancer Detection using Probabilistic Neural Network with modified Crow-Search Algorithm.

Asian Pacific journal of cancer prevention : APJCP Jul 1, 2019
Objective: Lung cancer is a type of malignancy that occurs most commonly among men and the third most common type of malignancy among women. The timely recognition of lung cancer is necessary for decreasing the effect of death rate worldwide. Since t...
Humans Neural Networks, Computer Algorithms Databases, Factual Tomography, X-Ray Computed Prognosis Lung Neoplasms Radiographic Image Interpretation, Computer-Assisted
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Brain Tumour Segmentation Using Convolutional Neural Network with Tensor Flow.

Asian Pacific journal of cancer prevention : APJCP Jul 1, 2019
Introduction: The determination of tumour extent is a major challenging task in brain tumour planning and quantitative evaluation. Magnetic Resonance Imaging (MRI) is one of the non-invasive technique has emanated as a front- line diagnostic tool for...
Diffusion Tensor Imaging Humans Neural Networks, Computer Algorithms Brain Neoplasms Brain Mapping Image Interpretation, Computer-Assisted
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Classification of Skin Disease using Ensemble Data Mining Techniques.

Asian Pacific journal of cancer prevention : APJCP Jun 1, 2019
Objective: Skin diseases are a major global health problem associated with high number of people. With the rapid development of technologies and the application of various data mining techniques in recent years, the progress of dermatological predict...
Humans Machine Learning Algorithms Prognosis Skin Diseases Data Mining
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Protecting the Privacy of Cancer Patients Using Fuzzy Association Rule Hiding.

Asian Pacific journal of cancer prevention : APJCP May 25, 2019
Objective: Privacy protection in the medical field means the protection of individuals from being associated with undesirable conditions, diagnoses or treatments (Sensitive Attributes). The problem of knowledge discovery from health care data by appl...
Fuzzy Logic Privacy Data Mining Humans Algorithms Neoplasms
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To Generate an Ensemble Model for Women Thyroid Prediction Using Data Mining Techniques.

Asian Pacific journal of cancer prevention : APJCP Apr 29, 2019
Objective: The main objective of this paper is to easily identify thyroid symptom for treatment. Methods: In this paper two main techniques are proposed for mining the hidden pattern in the dataset. Ensemble-I and Ensemble- II both are machine learni...
Decision Support Systems, Clinical Predictive Value of Tests Data Mining Algorithms Female Humans Thyroid Gland Neural Networks, Computer Machine Learning
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A Novel Hybrid Feature Extraction Model for Classification on Pulmonary Nodules.

Asian Pacific journal of cancer prevention : APJCP Feb 26, 2019
In this paper an improved Computer Aided Design system can offer a second opinion to radiologists on early diagnosis of pulmonary nodules on CT (Computer Tomography) images. A Deep Convolutional Neural Network (DCNN) method is used for feature extrac...
Humans Lung Neoplasms Support Vector Machine Early Detection of Cancer Decision Trees Prognosis Neural Networks, Computer Radiographic Image Interpretation, Computer-Assisted Tomography, X-Ray Computed Machine Learning Diagnosis, Computer-Assisted Algorithms
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MRI Brain Tumour Segmentation Using Hybrid Clustering and Classification by Back Propagation Algorithm.

Asian Pacific journal of cancer prevention : APJCP Nov 29, 2018
Generally the segmentation refers, the partitioning of an image into smaller regions to identify or locate the region of abnormality. Even though image segmentation is the challenging task in medical applications, due to contrary image, local observa...
Algorithms Brain Neoplasms Early Detection of Cancer Image Processing, Computer-Assisted Humans Support Vector Machine Signal Processing, Computer-Assisted Wavelet Analysis Magnetic Resonance Imaging Fuzzy Logic
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Image Registration based Cervical Cancer Detection and Segmentation Using ANFIS Classifier.

Asian Pacific journal of cancer prevention : APJCP Nov 29, 2018
Cervical cancer is the leading cancer in women around the world. In this paper, Adaptive Neuro Fuzzy Inference System (ANFIS) classifier based cervical cancer detection and segmentation methodology is proposed. This proposed system consists of the fo...
Image Processing, Computer-Assisted Spectroscopy, Fourier Transform Infrared Fuzzy Logic Early Detection of Cancer Signal Processing, Computer-Assisted Prognosis Female Uterine Cervical Neoplasms Humans Algorithms
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Aiding the Digital Mammogram for Detecting the Breast Cancer Using Shearlet Transform and Neural Network.

Asian Pacific journal of cancer prevention : APJCP Sep 26, 2018
Objective: Breast Cancer is the most invasive disease and fatal disease next to lung cancer in human. Early detection of breast cancer is accomplished by X-ray mammography. Mammography is the most effective and efficient technique used for detection ...
Diagnostic Errors Algorithms Humans Wavelet Analysis Breast Neoplasms Neural Networks, Computer Diagnosis, Computer-Assisted Mammography Image Interpretation, Computer-Assisted Image Enhancement Databases, Factual Female
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