Improve Computer-Aided Diagnosis With Machine Learning Techniques Using Undiagnosed Samples
نویسندگان
چکیده
منابع مشابه
Computer aided diagnosis of melanoma using Computer Vision and Machine Learning
This paper presents a computer-aided analysis of pigmented skin lesions following the ABCD guidelines used by Dermatologists. There are 3 steps to this process: image segmentation, feature analysis and machine learning. The most important and foundational step is image segmentation. In this paper we present 3 lesion segmentation algorithms: Radial Search, Region Growing Search using Flood Fill ...
متن کاملLearning techniques for Computer Aided Diagnosis in Chest Radiography
Radiologists can miss up to 30% of lung nodules (which may develop into cancer) in chest radiographs due to the background anatomy of the lungs which can camouflage the nodules. CAD helps radiologists by performing preprocessing of the images and suggesting the most likely locations for nodules. Detection of lung nodules proceeds through techniques for suppressing the background structures in l...
متن کاملA Computer Aided Diagnosis System for Lung Cancer based on Statistical and Machine Learning Techniques
lung Cancer is believed to be among the primary factors for death across the world. Within this paper, statistical and machine learning techniques are employed to build a computer aided diagnosis system for the purpose of classifying lung cancer. The system includes preprocessing phase, feature extraction phase, feature selection phase and classification phase. For feature extraction, wavelet t...
متن کاملEarly Skin Cancer Detection Using Computer Aided Diagnosis Techniques
Skin cancers are cancers that due to the development of abnormal cells that have the ability to invade or spread to other parts of the body. There are three main types: basal-cell cancer, squamous-cell cancer and melanoma. Among the three melanoma spreads through metastasis, and therefore it has been proved to be very fatal. Melanomas typically occur in the skin and identification of skin cance...
متن کاملMedical Diagnosis by Using Machine Learning Techniques
Mingyu You and Guo-Zheng Li* Department of Control Science & Engineering Tongji University, Shanghai China *Corresponding author [email protected] Abstract There are many challenges in data analytic research for TCM (Traditional Chinese Medicine), like various clinical record sources, different symptom descriptions, lots of collected clinical symptoms, more than one syndrome attached to one cl...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans
سال: 2007
ISSN: 1083-4427
DOI: 10.1109/tsmca.2007.904745