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Heterogeneous Feature Integration for Regression in Multimodal Healthcare Applications
Title
Heterogeneous Feature Integration for Regression in Multimodal Healthcare Applications
Author
Tavakoli Hosseinabadi, Maryam
Date Created
2020
Subjects--Topical
Computer science, Information science, Diagnostic imaging
Description
The increasing performance of feature extraction and regression modeling in various domains raises the hope for machine and deep learning to assist clinicians in numerous healthcare applications. However, the complex and multimodal nature of the p...
Knowledge extraction and analysis of medical text with particular emphasis on medical guidelines
Title
Knowledge extraction and analysis of medical text with particular emphasis on medical guidelines
Author
Hematialam, Hossein
Date Created
2021
Subjects--Topical
Computer science
Description
In this dissertation document, we describe the potential for Information Extraction, Information Retrieval, and Machine Learning methods to improve the process of analyzing medical texts and, in particular, Clinical Practice Guidelines (CPGs).We p...
USE OF GANG MEMBER SOCIAL MEDIA POSTINGS TO DETECT VIOLENT CRIME
Title
USE OF GANG MEMBER SOCIAL MEDIA POSTINGS TO DETECT VIOLENT CRIME
Author
Fowler, Sherry
Date Created
2020
Subjects--Topical
Computer science, Criminology
Description
Many large cities in the U.S. have a problem with violent crime, some of which is committed by gang affiliates. Those individuals use social media platforms like Twitter to express messages of loss and aggression, which can grow in volume and diss...