Tri-Scan: A Three Stage Color Enhancement Tool for Endoscopic Images
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Medical Systems"
DOI: 10.1007/s10916-017-0738-z
Abstract: Modern endoscopes play a significant role in diagnosing various gastrointestinal (GI) tract related diseases where the visual quality of endoscopic images helps improving the diagnosis. This article presents an image enhancement method for color endoscopic… read more here.
Keywords: color enhancement; color; tri scan; endoscopic images ... See more keywords
Continuous lung region segmentation from endoscopic images for intra-operative navigation
Sign Up to like & getrecommendations! Published in 2017 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2017.05.029
Abstract: Although preoperative Computed tomography images are widely used in intraoperative navigation, they can not provide precise information for organs such as the lungs, which deform severely during surgery because of deflation. By segmenting lung regions… read more here.
Keywords: navigation; segmentation; lung region; endoscopic images ... See more keywords
Deep learning model for tongue cancer diagnosis using endoscopic images
Sign Up to like & getrecommendations! Published in 2022 at "Scientific Reports"
DOI: 10.1038/s41598-022-10287-9
Abstract: In this study, we developed a deep learning model to identify patients with tongue cancer based on a validated dataset comprising oral endoscopic images. We retrospectively constructed a dataset of 12,400 verified endoscopic images from… read more here.
Keywords: model; endoscopic images; learning model; deep learning ... See more keywords
Automated classification of gastric neoplasms in endoscopic images using a convolutional neural network.
Sign Up to like & getrecommendations! Published in 2019 at "Endoscopy"
DOI: 10.1055/a-0981-6133
Abstract: BACKGROUND Visual inspection, lesion detection, and differentiation between malignant and benign features are key aspects of an endoscopist's role. The use of machine learning for the recognition and differentiation of images has been increasingly adopted… read more here.
Keywords: gastric cancer; endoscopic images; convolutional neural; gastric neoplasms ... See more keywords
Synchronizing Detection and Removal of Smoke in Endoscopic Images With Cyclic Consistency Adversarial Nets.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2022.3204673
Abstract: Smoke removal is an important and meaningful issue for endoscopic surgery, which can enhance the visual quality of endoscopic images. Because it is practically impossible to construct a large training dataset of pair-matched endoscopic images… read more here.
Keywords: removal smoke; removal; adversarial nets; endoscopic images ... See more keywords
TMF-Net: A Transformer-Based Multiscale Fusion Network for Surgical Instrument Segmentation From Endoscopic Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3225922
Abstract: Automatic surgical instrument segmentation is a necessary step for the steady operation of surgical robots, and the segmentation accuracy directly affects the surgical effect. Nevertheless, accurate surgical instrument segmentation from endoscopic images remains a challenging… read more here.
Keywords: instrument segmentation; endoscopic images; instrument; tmf net ... See more keywords
Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Medical Imaging"
DOI: 10.1109/tmi.2018.2853808
Abstract: The success of minimally invasive interventions and the remarkable technological and medical progress have made endoscopic image enhancement a very active research field. Due to the intrinsic endoscopic domain characteristics and the surgical exercise, stereo… read more here.
Keywords: joint wavelet; stereo endoscopic; endoscopic images; endoscopic ... See more keywords
Accuracy of artificial intelligence‐assisted detection of esophageal cancer and neoplasms on endoscopic images: A systematic review and meta‐analysis
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Digestive Diseases"
DOI: 10.1111/1751-2980.12992
Abstract: To investigate systematically previous studies on the accuracy of artificial intelligence (AI)‐assisted diagnostic models in detecting esophageal neoplasms on endoscopic images so as to provide scientific evidence for the effectiveness of these models. read more here.
Keywords: endoscopic images; neoplasms endoscopic; artificial intelligence; accuracy artificial ... See more keywords
A simple technique for generating 3D endoscopic images
Sign Up to like & getrecommendations! Published in 2023 at "Surgical Neurology International"
DOI: 10.25259/sni_1106_2022
Abstract: Background: Most neurosurgical photographs are limited to two-dimensional (2D), in this sense, most teaching and learning of neuroanatomical structures occur without an appreciation of depth. The objective of this article is to describe a simple… read more here.
Keywords: endoscopic; endoscopic images; technique generating; simple technique ... See more keywords
Construction and Multicenter Diagnostic Verification of Intelligent Recognition System for Endoscopic Images From Early Gastric Cancer Based on YOLO-V3 Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2022.815951
Abstract: Introduction Endoscopy is an important tool for the diagnosis of early gastric cancer. Therefore, a combination of artificial intelligence and endoscopy has the ability to increase the speed and efficiency of early gastric cancer diagnosis.… read more here.
Keywords: system; endoscopic images; gastric cancer; early gastric ... See more keywords
Manta Ray Foraging Optimization Transfer Learning-Based Gastric Cancer Diagnosis and Classification on Endoscopic Images
Sign Up to like & getrecommendations! Published in 2022 at "Cancers"
DOI: 10.3390/cancers14225661
Abstract: Simple Summary This paper aims to develops a new Manta Ray Foraging Optimization Transfer Learning technique that is based on Gastric Cancer Diagnosis and Classification (MRFOTL-GCDC) using endoscopic images. Abstract Gastric cancer (GC) diagnoses using… read more here.
Keywords: endoscopic images; classification; mrfotl gcdc; gastric cancer ... See more keywords