Automated Triaging of Adult Chest Radiographs

نویسندگان

چکیده

منابع مشابه

Semi-Automated Location Identification of Catheters in Digital Chest Radiographs

Localization of catheter tips is the most common task in intensive care unit imaging. In this work, catheters appearing in digital chest radiographs acquired by portable chest x-rays were tracked using a semi-automatic method. Due to the fact that catheters are synthetic objects, its profile does not vary drastically over its length. Therefore, we use forward looking registration with normalize...

متن کامل

Using deep learning for detecting gender in adult chest radiographs

In this paper, we present a method for automatically identifying the gender of an imaged person using their frontal chest x-ray images. Our work is motivated by the need to determine missing gender information in some datasets. The proposed method employs the technique of convolutional neural network (CNN) based deep learning and transfer learning to overcome the challenge of developing handcra...

متن کامل

Tuberculosis screening of chest radiographs

Tuberculosis (TB) is one of the most common causes of death by an infectious agent,1 with an estimated nine million new cases appearing every year. About one-third of the world’s population is infected with Mycobacterium tuberculosis, the bacterial strain that causes the majority of cases. TB is most prevalent in sub-Saharan Africa and Southeast Asia, where widespread poverty and malnutrition r...

متن کامل

Why intensivists want chest radiographs

We would like to contribute to the ongoing discussion regarding different chest radiograph (CXR) strategies in the intensive care unit (ICU). In their review and metaanalysis in a recent issue of Critical Care, Ganapathy and colleagues [1] concluded that they found no harm associated with a restricted CXR strategy for ICU patients. On the other hand, they stated that the safety of abandoning ro...

متن کامل

Utility of Routine Chest Radiographs in Kenya.

BACKGROUND Many otherwise healthy Kenyans are required to obtain chest radiographs as part of routine medical examination to exclude pulmonary TB, a condition of significant public health concern. Many of these people are required to have these radiographs taken yearly as part of routine check-up. No local data is available to support this practice. Though a quick procedure to perform and readi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Radiology

سال: 2019

ISSN: 0033-8419,1527-1315

DOI: 10.1148/radiol.2019182909