Colonoscopic polyp detection using convolutional neural networks

SY Park, D Sargent - Medical Imaging 2016: Computer-Aided …, 2016 - spiedigitallibrary.org
Computer aided diagnosis (CAD) systems for medical image analysis rely on accurate and
efficient feature extraction methods. Regardless of which type of classifier is used, the results …

Non-informative frame classification in colonoscopy videos using CNNs

ABMR Islam, A Alammari, JH Oh… - Proceedings of the …, 2018 - dl.acm.org
In the US, colorectal cancer is the second leading cause of cancer-related deaths behind
lung cancer, causing about 49,000 annual deaths. Colonoscopy is currently the gold …

Algorithm for video summarization of bronchoscopy procedures

MI Leszczuk, M Duplaga - Biomedical engineering online, 2011 - Springer
Background The duration of bronchoscopy examinations varies considerably depending on
the diagnostic and therapeutic procedures used. It can last more than 20 minutes if a …

Automatic assessment of image informativeness in colonoscopy

N Tajbakhsh, C Chi, H Sharma, Q Wu… - … and Clinical Applications …, 2014 - Springer
Optical colonoscopy is the preferred method for colon cancer screening and prevention. The
goal of colonoscopy is to find and remove colonic polyps, precursors to colon cancer …

Construction of a multimodal CT-video chest model

PD Byrnes, WE Higgins - Medical Imaging 2014: Image …, 2014 - spiedigitallibrary.org
Bronchoscopy enables a number of minimally invasive chest procedures for diseases such
as lung cancer and asthma. For example, using the bronchoscope's continuous video …

[PDF][PDF] Guidance in Assisting the Identification/Interpretation of Lung Cancer using Bronchoscope

SP Kailasam, MM Sathik - 2016 - academia.edu
Lung Cancer is one of the leading disease in the world, and increased in many countries.
The eight year overall survival rate is just 17%. We have to remove lung cancer surgically at …

[HTML][HTML] Ensuring high-quality colonoscopy by reducing polyp miss-rates

N Tajbakhsh - 2015 - keep.lib.asu.edu
Colorectal cancer is the second-highest cause of cancer-related deaths in the United States
with approximately 50,000 estimated deaths in 2015. The advanced stages of colorectal …

Automatic Assessment of Image Informativeness in Colonoscopy

SR Gurudu, J Liang - … Workshop, ABDI 2014, Held in Conjunction …, 2015 - books.google.com
Optical colonoscopy is the preferred method for colon cancer screening and prevention. The
goal of colonoscopy is to find and remove colonic polyps, precursors to colon cancer …