My Account | Careers | Downloads | Blog

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 : Towards End-to-End Text Spotting in Natural Scenes ABSTRACT: The ability to recognize text within images of natural scenes is critical for a wide variety of image understanding tasks. Text detection and recognition
PROJECT TITLE : Scalable and Practical Natural Gradient for Large-Scale Deep Learning ABSTRACT: Because of the increase in the effective mini-batch size, the generalization performance of the models produced by large-scale distributed
PROJECT TITLE : A Natural Language Process-Based Framework for Automatic Association Word Extraction ABSTRACT: In psychology, word association has been extensively explored for exposing mental representations and relationships
PROJECT TITLE : Blind Deblurring of Natural Stochastic Textures Using an Anisotropic Fractal Model and Phase Retrieval Algorithm ABSTRACT: It has been thoroughly researched for natural photographs the tough inverse problem of
PROJECT TITLE : Improved ArtGAN for Conditional Synthesis of Natural Image and Artwork ABSTRACT: This research offers a number of innovative ways to improve the generative adversarial network (GAN) for conditional picture synthesis,

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

Project Enquiry