Essays about: "capsule endoscopy"

Found 2 essays containing the words capsule endoscopy.

1. 1. Detecting gastrointestinal abnormalities with binary classification of the Kvasir-Capsule dataset : A TensorFlow deep learning study

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Mathias Hollstensson; [2022]
   Keywords : TensorFlow; Image classification; Transfer learning; Binary classification; Data augmentation; Video capsule endoscopy; Kvasir-Capsule.;

   Abstract : The early discovery of gastrointestinal (GI) disorders can significantly decrease the fatality rate of severe afflictions. Video capsule endoscopy (VCE) is a technique that produces an eight hour long recording of the GI tract that needs to be manually reviewed. READ MORE

3. 2. Processing Power Estimation of Encoders for Wireless Capsule Endoscopy

   University essay from Blekinge Tekniska Högskola/Sektionen för ingenjörsvetenskap

   Author : Swarnalatha Mannar Mannan; Srinivasa Kranthi Kiran Kolachina; [2011]
   Keywords : Capsule Endoscopy; Image Compression; Power Estimation;

   Abstract : This particular project deals with video capture and compression of Capsule Endoscopy (CE). Most video compression algorithms are of high-complexity with heavy processing, substantial storage and data transfers. READ MORE