DETECTION OF IMAGE ARTIFACTS USING IMPROVED CASCADE REGION-BASED CNN FOR QUALITY ASSESSMENT OF ENDOSCOPIC IMAGES

Detection of Image Artifacts Using Improved Cascade Region-Based CNN for Quality Assessment of Endoscopic Images

Endoscopy is a commonly used clinical method for gastrointestinal disorders.However, the complexity of the gastrointestinal environment can lead to artifacts.Consequently, the artifacts affect the visual perception of images captured during endoscopic examinations.Existing methods to assess image quality with no reference display limitations: some

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Modelling of immune response in chronic myeloid leukemia patients suggests potential for treatment reduction prior to cessation

IntroductionDiscontinuation of tyrosine kinase inhibitor (TKI) treatment is emerging as the main therapy goal for Chronic Myeloid Leukemia (CML) patients.The DESTINY trial showed that TKI dose reduction prior to cessation can lead to an increased number of patients achieving sustained treatment free remission (TFR).However, there has been no system

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A prospective randomized controlled trial comparing the immediate post-operative complications between open and semi-open hemorrhoidectomy

Introduction: Hemorrhoids are one here of the most common anorectal pathologies encountered by general surgeons during their practice.Open technique as described by Milligan and Morgan and closed technique as described by Ferguson are the most widely used.A semi-open technique that has lesser complications than the conventional open hemorrhoidectom

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