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Article
Respiratory Sound Based Classification of Chronic Obstructive Pulmonary Disease: a Risk Stratification Approach in Machine Learning Paradigm
This article investigates the classification of normal and COPD subjects on the basis of respiratory sound analysis using machine learning techniques. Thirty COPD and 25 healthy subject data are recorded. Tota...
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Article
Soft voting technique to improve the performance of global filter based feature selection in text corpus
In text classification, the Global Filter-based Feature Selection Scheme (GFSS) selects the top-N ranked words as features. It discards the low ranked features from some classes either partially or completely....
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Article
Use of Prosocial Word Enhances the Processing of Language: Frequency Domain Analysis of Human EEG
Use of prosocial language enhances human cooperation and harmony. Previous research has shown that talking about hel**, sharing and giving to others creates positive impression on others, by which individual...
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Chapter and Conference Paper
Regression-Based Approach to Analyze Tropical Cyclone Genesis
This paper attempts to explore regression approach for the prediction of tropical cyclone genesis in North Indian Ocean. The cyclonic storms from the Bay of Bengal are the usual phenomenon in east coast of Ind...
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Article
Segmentation of Brain Lesions in MRI and CT Scan Images: A Hybrid Approach Using k-Means Clustering and Image Morphology
Manual segmentation and analysis of lesions in medical images is time consuming and subjected to human errors. Automated segmentation has thus gained significant attention in recent years. This article present...
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Article
Open AccessEnhanced cryopreservation of MSCs in microfluidic bioreactor by regulated shear flow
Cell-matrix systems can be stored for longer period of time by means of cryopreservation. Cell-matrix and cell-cell interaction has been found to be critical in a number of basic biological processes. Tissue s...
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Chapter and Conference Paper
Review of Feature Selection Algorithms for Breast Cancer Ultrasound Image
Correct classification of patterns from images is one of the challenging tasks and has become the focus of much research in areas of machine learning and computer vision in recent era. Images are described by ...
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Chapter and Conference Paper
Indexing and Retrieval of Medical Images Using CBIR Approach
Medical image indexing and storage is gaining increased importance. Indexing and retrieval of these images efficiently is becomes an essential task. Indexing of medical images using text or numbers is a cumber...
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Chapter and Conference Paper
An Overview and Comparative Study of Segmentation Techniques for Extraction of Tongue Region for Computerized Tongue Diagnosis
Extraction of Tongue Contours is an important issue in development of disease diagnostic expert system [DDES] using tongue image analysis. Tongue inspection is a commonly used practice in Traditional Chinese M...
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Chapter and Conference Paper
Performance Analysis of Mammographic Image Enhancement Techniques for Early Detection of Breast Cancer
Mammogram breast cancer images have the ability to assist physician in detection of disease caused by cells normal growth. Develo** algorithms and software to analyse these images may also assist physicians ...
