PROJECT TITLE :

A Natural Language Processing Framework for Assessing Hospital Readmissions for Patients with COPD - 2017

ABSTRACT:

With the passage of recent federal legislation several medical institutions are now accountable for reaching target hospital readmission rates. Chronic diseases account for many hospital readmissions and Chronic Obstructive Pulmonary Disease has been recently added to the list of diseases for which the United States government penalizes hospitals incurring excessive readmissions. Though there have been efforts to statistically predict those most at risk of readmission, few have focused primarily on unstructured clinical notes. We tend to have proposed a framework that uses Natural Language Processing to analyze clinical notes and predict readmission. Several algorithms at intervals the sector of knowledge mining and machine learning exist, therefore a framework for component choice is made to pick the best elements. Naïve Bayes using Chi-Squared feature selection offers an AUC of zero.690 while maintaining fast computational times.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE : Blind Prediction of Natural Video Quality - 2014 ABSTRACT: We tend to propose a blind (no reference or NR) video quality evaluation model that's nondistortion specific. The approach relies on a spatio-temporal
PROJECT TITLE : Parametric Blur Estimation for Blind Restoration of Natural Images Linear Motion and Out-of-Focus - 2014 ABSTRACT: This paper presents a replacement methodology to estimate the parameters of 2 sorts of blurs,
PROJECT TITLE :Correlated Percolation, Fractal Structures, and Scale-Invariant Distribution of Clusters in Natural ImagesABSTRACT:Natural pictures are scale invariant with structures in the slightest degree length scales.We have
PROJECT TITLE :Automatic algorithm to classify and locate research papers using natural languageABSTRACT:The objective of this paper was to produce an automatic engine to classify and find information using natural language. The
PROJECT TITLE :From Coal to Natural Gas: Its Impact on Kiln Production, Clinker Quality, and EmissionsABSTRACT:In the North American energy market, natural gas (NG) prices have been gradually decreasing during the past several

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry