Texture analysis and its applications in biomedical imaging: A survey
Texture analysis describes a variety of image analysis techniques that quantify the variation
in intensity and pattern. This paper provides an overview of several texture analysis …
in intensity and pattern. This paper provides an overview of several texture analysis …
Comparison of shallow and deep learning methods on classifying the regional pattern of diffuse lung disease
This study aimed to compare shallow and deep learning of classifying the patterns of
interstitial lung diseases (ILDs). Using high-resolution computed tomography images, two …
interstitial lung diseases (ILDs). Using high-resolution computed tomography images, two …
Improvement in automated diagnosis of soft tissues tumors using machine learning
Soft Tissue Tumors (STT) are a form of sarcoma found in tissues that connect, support, and
surround body structures. Because of their shallow frequency in the body and their great …
surround body structures. Because of their shallow frequency in the body and their great …
Comparative evaluation of support vector machines for computer aided diagnosis of lung cancer in CT based on a multi-dimensional data set
T Sun, J Wang, X Li, P Lv, F Liu, Y Luo, Q Gao… - Computer methods and …, 2013 - Elsevier
Lung cancer is one of the most common forms of cancer resulting in over a million deaths
per year worldwide. In this paper, the usage of support vector machine (SVM) classification …
per year worldwide. In this paper, the usage of support vector machine (SVM) classification …
Improved parkinsonism diagnosis using a partial least squares based approach
Purpose: An accurate and early diagnosis of Parkinsonian syndrome (PS) is nowadays a
challenge. This syndrome includes several pathologies with similar symptoms (Parkinson's …
challenge. This syndrome includes several pathologies with similar symptoms (Parkinson's …
The LISS—a public database of common imaging signs of lung diseases for computer-aided detection and diagnosis research and medical education
Lung computed tomography (CT) imaging signs play important roles in the diagnosis of lung
diseases. In this paper, we review the significance of CT imaging signs in disease diagnosis …
diseases. In this paper, we review the significance of CT imaging signs in disease diagnosis …
Quantitative assessment of change in regional disease patterns on serial HRCT of fibrotic interstitial pneumonia with texture-based automated quantification system
Objectives To evaluate the usefulness of a texture-based automated quantification system
(AQS) for evaluating the extent and interval change of regional disease patterns on initial …
(AQS) for evaluating the extent and interval change of regional disease patterns on initial …
Prediction of lung tumor types based on protein attributes by machine learning algorithms
Early diagnosis of lung cancers and distinction between the tumor types (Small Cell Lung
Cancer (SCLC) and Non-Small Cell Lung Cancer (NSCLC) are very important to increase …
Cancer (SCLC) and Non-Small Cell Lung Cancer (NSCLC) are very important to increase …