A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging

A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging

Gastrointestinal (GI) endoscopy has been an active field of research motivated by the large number of highly lethal GI cancers. Early GI cancer precursors are often missed during the endoscopic surveillance. The high missed rate of such abnormalities during endoscopy is thus a critical bottleneck. L...

書誌詳細
主要な著者:	Jha, D, Ali, S, Hicks, S, Thambawita, V, Borgli, H, Smedsrud, PH, de Lange, T, Pogorelov, K, Wang, X, Harzig, P, Tran, M-T, Meng, W, Hoang, T-H, Dias, D, Ko, TH, Agrawal, T, Ostroukhova, O, Khan, Z, Atif Tahir, M, Liu, Y, Chang, Y, Kirkerød, M, Johansen, D, Lux, M, Johansen, HD, Riegler, MA, Halvorsen, P
フォーマット:	Journal article
言語:	English
出版事項:	Elsevier 2021

類似資料

Kvasir-Capsule, a video capsule endoscopy dataset
著者:: Pia H. Smedsrud, 等
出版事項: (2021-05-01)

Real-time polyp detection, localization and segmentation in colonoscopy using deep learning
著者:: Jha, D, 等
出版事項: (2021)

FANet: a feedback attention network for improved biomedical image segmentation
著者:: Tomar, NK, 等
出版事項: (2022)

Impact of Image Resolution on Deep Learning Performance in Endoscopy Image Classification: An Experimental Study Using a Large Dataset of Endoscopic Images
著者:: Vajira Thambawita, 等
出版事項: (2021-11-01)

AI-Based Video Clipping of Soccer Events
著者:: Joakim Olav Valand, 等
出版事項: (2021-12-01)

Automated Event Detection and Classification in Soccer: The Potential of Using Multiple Modalities
著者:: Olav Andre Nergård Rongved, 等
出版事項: (2021-12-01)

GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos
著者:: Vladimir Monakhov, 等
出版事項: (2023-02-01)

On evaluation metrics for medical applications of artificial intelligence
著者:: Steven A. Hicks, 等
出版事項: (2022-04-01)

CELLULAR, A Cell Autophagy Imaging Dataset
著者:: Amani Al Outa, 等
出版事項: (2023-11-01)

A Robust Framework for Distributional Shift Detection Under Sample-Bias
著者:: Birk Torpmann-Hagen, 等
出版事項: (2024-01-01)

SinGAN-Seg: Synthetic training data generation for medical image segmentation
著者:: Vajira Thambawita, 等
出版事項: (2022-01-01)

SinGAN-Seg: Synthetic training data generation for medical image segmentation.
著者:: Vajira Thambawita, 等
出版事項: (2022-01-01)

Quantified Soccer Using Positional Data: A Case Study
著者:: Svein A. Pettersen, 等
出版事項: (2018-07-01)

File System Support for Privacy-Preserving Analysis and Forensics in Low-Bandwidth Edge Environments
著者:: Aril Bernhard Ovesen, 等
出版事項: (2021-10-01)

Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement
著者:: Mori, Y, 等
出版事項: (2023)

Current Status of GI Endoscopy in Thailand and Thai Association of Gastrointestinal Endoscopy (TAGE)
著者:: Rungsun Rerknimitr, M.D., FASGE, FRCP (London)*, 等
出版事項: (2018-10-01)

Factors Influencing the Weight Gain of Piglets During the Nursing Period: Preliminary Results
著者:: Kjærsgaard HD, 等
出版事項: (2003-03-01)

Endoscopy in 2012
著者:: Ashish Kumar Jha, 等
出版事項: (2012-01-01)

VISEM-Tracking, a human spermatozoa tracking dataset
著者:: Vajira Thambawita, 等
出版事項: (2023-05-01)

Adherence to guideline recommendations for Barrett's esophagus (BE) surveillance endoscopies: Effects of dedicated BE endoscopy lists
著者:: I.N. Beaufort, 等
出版事項: (2023-10-01)

Áika: A Distributed Edge System for AI Inference
著者:: Joakim Aalstad Alslie, 等
出版事項: (2022-06-01)

Endoscopy-Assisted Periacetabular Osteotomy
著者:: Dean K. Matsuda, M.D., 等
出版事項: (2016-04-01)

Fram Strait sea ice export variability and September Arctic sea ice extent over the last 80 years
著者:: L. H. Smedsrud, 等
出版事項: (2017-01-01)

Endoscopy
著者:: S M Greengrass, 等
出版事項: (1993-06-01)

Time‐optimal finite control set model predictive control of non‐isolated DC–DC converters
著者:: Thibaut Harzig, 等
出版事項: (2024-11-01)

Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis
著者:: Andrea M. Storås, 等
出版事項: (2023-07-01)

The management of potential exposures to Cretuzfeld-Jakob Disease (CJD) via endoscopy
著者:: Iten A, 等
出版事項: (2011-06-01)

Consensus in Endoscopy
著者:: RJ Bailey, 等
出版事項: (1996-01-01)

UK endoscopy workload and workforce patterns: is there potential to increase capacity? A BSG analysis of the National Endoscopy Database
著者:: Beaton, D, 等
出版事項: (2022)

Advances in Therapeutic Endoscopy
著者:: Sooraj Tejaswi, 等
出版事項: (2019-01-01)

Endoscopy training: Indian perspective
著者:: M. K. Goenka, 等
出版事項: (2014-10-01)

Utility of Intraoperative Flexible Endoscopy in Frontal Sinus Surgery
著者:: Eric T. Carniol M.D.,M.B.A., 等
出版事項: (2017-06-01)

Training endoscopy in Europe: an urgent call to action
著者:: Thomas de Lange
出版事項: (2020-03-01)

Key research questions for implementation of artificial intelligence in capsule endoscopy
著者:: Romain Leenhardt, 等
出版事項: (2022-10-01)

Nonlocal electrodynamics of normal and superconducting films
著者:: J I Vestgården, 等
出版事項: (2013-01-01)

Acute Achilles Tendon Rupture: Ultrasonography and Endoscopy-Assisted Percutaneous Repair
著者:: Mathieu Severyns, M.D., 等
出版事項: (2019-05-01)

Usefulness of upper gastrointestinal endoscopy in children
著者:: Bahubali D Gadgade, 等
出版事項: (2018-01-01)

Endoscopy in the diagnosis and treatment of gastroduodenal bleedings in patients with pancreatitis
著者:: R. G. Avanesyan, 等
出版事項: (2024-05-01)

Gender disparities in advanced endoscopy fellowship: Women in Endoscopy (WIE) perspective
著者:: Uzma D. Siddiqui, 等
出版事項: (2021-03-01)

Advances and challenges in endoscopy training: A mixed methods study among endoscopy trainers in the Netherlands
著者:: Robert A Mousset, 等
出版事項: (2024-09-01)