An approach for chest tube detection in chest radiographs

CA Mercan, MS Celebi - IET Image Processing, 2014 - Wiley Online Library
It is known that overlapping tissues cause highly complex projections in chest radiographs.
In addition, artificial objects, such as catheters, chest tubes and pacemakers can appear on …

An improved automatic computer aided tube detection and labeling system on chest radiographs

B Ramakrishna, M Brown, J Goldin… - Medical Imaging …, 2012 - spiedigitallibrary.org
Tubes like Endotracheal (ET) tube used to maintain patient's airway and the Nasogastric
(NG) tube used to feed the patient and drain contents of the stomach are very commonly …

Catheter detection and classification on chest radiographs: an automated prototype computer-aided detection (CAD) system for radiologists

B Ramakrishna, M Brown, J Goldin… - Medical Imaging …, 2011 - spiedigitallibrary.org
Chest radiographs are the quickest and safest method to check placement of man-made
medical devices placed in the body like catheters, stents and pacemakers etc out of which …

Pneumothorax detection in chest radiographs using convolutional neural networks

A Blumenfeld, E Konen… - Medical Imaging 2018 …, 2018 - spiedigitallibrary.org
This study presents a computer assisted diagnosis system for the detection of pneumothorax
(PTX) in chest radiographs based on a convolutional neural network (CNN) for pixel …

Foreign object detection and removal to improve automated analysis of chest radiographs

L Hogeweg, CI Sánchez, J Melendez… - Medical …, 2013 - Wiley Online Library
Purpose: Chest radiographs commonly contain projections of foreign objects, such as
buttons, brassier clips, jewellery, or pacemakers and wires. The presence of these structures …

Automated detection of endotracheal tubes in paediatric chest radiographs

EF Kao, TS Jaw, CW Li, MC Chou, GC Liu - Computer methods and …, 2015 - Elsevier
The aim of this study was to develop an automated method for the detection of endotracheal
tube and location of its tip in paediatric chest radiographs. In this method, a seed point was …

Computer-aided detection of malpositioned endotracheal tubes in portable chest radiographs

Z Huo, H Mao, J Zhang, AM Sykes… - Medical Imaging …, 2014 - spiedigitallibrary.org
Portable chest radiographic images play a critical role in examining and monitoring the
condition and progress of critically ill patients in intensive care units (ICUs). For example …

Computer-aided interpretation of ICU portable chest images: automated detection of endotracheal tubes

Z Huo, S Li, M Chen, J Wandtke - Medical Imaging 2008 …, 2008 - spiedigitallibrary.org
In intensive care units (ICU), endotracheal (ET) tubes are inserted to assist patients who may
have difficulty breathing. A malpositioned ET tube could lead to a collapsed lung, which is …

Detection of foreign objects in chest radiographs using deep learning

H Deshpande, T Harder, A Saalbach… - 2020 IEEE 17th …, 2020 - ieeexplore.ieee.org
We propose a deep learning framework for the automated detection of foreign objects in
chest radiographs. Foreign objects can affect the diagnostic quality of an image and could …

Abnormality detection and localization in chest x-rays using deep convolutional neural networks

M Tariqul Islam, MA Aowal, A Tahseen Minhaz… - arXiv e …, 2017 - ui.adsabs.harvard.edu
Abstract Chest X-Rays (CXRs) are widely used for diagnosing abnormalities in the heart and
lung area. Automatically detecting these abnormalities with high accuracy could greatly …