Title

Understanding Chest X-rays Using Key Points

Presentation Type

Poster

Student

Yes

Track

Health Care Application

Abstract

Understanding images can definitely help screen Chest X-rays, where abnormality comes into play. Automating chest X-ray screening is crucial, where we do not have resources, such as hospitals and radiologists. In this study, we consider the use of key points that are detected based on the texture changes in the chest X-rays (primarily due to abnormalities e.g. Tuberculosis) and check whether these key points can be considered as a tool for screening them. Our results will be discussed with previously reported works (on benchmark datasets).

Start Date

2-11-2020 1:00 PM

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Feb 11th, 1:00 PM

Understanding Chest X-rays Using Key Points

Volstorff A

Understanding images can definitely help screen Chest X-rays, where abnormality comes into play. Automating chest X-ray screening is crucial, where we do not have resources, such as hospitals and radiologists. In this study, we consider the use of key points that are detected based on the texture changes in the chest X-rays (primarily due to abnormalities e.g. Tuberculosis) and check whether these key points can be considered as a tool for screening them. Our results will be discussed with previously reported works (on benchmark datasets).