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...

Bibliografski detalji
Glavni autori:	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
Format:	Journal article
Jezik:	English
Izdano:	Elsevier 2021

Slični predmeti

Kvasir-Capsule, a video capsule endoscopy dataset
od: Pia H. Smedsrud, i dr.
Izdano: (2021-05-01)

Real-time polyp detection, localization and segmentation in colonoscopy using deep learning
od: Jha, D, i dr.
Izdano: (2021)

FANet: a feedback attention network for improved biomedical image segmentation
od: Tomar, NK, i dr.
Izdano: (2022)

Impact of Image Resolution on Deep Learning Performance in Endoscopy Image Classification: An Experimental Study Using a Large Dataset of Endoscopic Images
od: Vajira Thambawita, i dr.
Izdano: (2021-11-01)

AI-Based Video Clipping of Soccer Events
od: Joakim Olav Valand, i dr.
Izdano: (2021-12-01)

Automated Event Detection and Classification in Soccer: The Potential of Using Multiple Modalities
od: Olav Andre Nergård Rongved, i dr.
Izdano: (2021-12-01)

GridHTM: Grid-Based Hierarchical Temporal Memory for Anomaly Detection in Videos
od: Vladimir Monakhov, i dr.
Izdano: (2023-02-01)

On evaluation metrics for medical applications of artificial intelligence
od: Steven A. Hicks, i dr.
Izdano: (2022-04-01)

CELLULAR, A Cell Autophagy Imaging Dataset
od: Amani Al Outa, i dr.
Izdano: (2023-11-01)

A Robust Framework for Distributional Shift Detection Under Sample-Bias
od: Birk Torpmann-Hagen, i dr.
Izdano: (2024-01-01)

SinGAN-Seg: Synthetic training data generation for medical image segmentation
od: Vajira Thambawita, i dr.
Izdano: (2022-01-01)

SinGAN-Seg: Synthetic training data generation for medical image segmentation.
od: Vajira Thambawita, i dr.
Izdano: (2022-01-01)

Quantified Soccer Using Positional Data: A Case Study
od: Svein A. Pettersen, i dr.
Izdano: (2018-07-01)

File System Support for Privacy-Preserving Analysis and Forensics in Low-Bandwidth Edge Environments
od: Aril Bernhard Ovesen, i dr.
Izdano: (2021-10-01)

Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement
od: Mori, Y, i dr.
Izdano: (2023)

Current Status of GI Endoscopy in Thailand and Thai Association of Gastrointestinal Endoscopy (TAGE)
od: Rungsun Rerknimitr, M.D., FASGE, FRCP (London)*, i dr.
Izdano: (2018-10-01)

Factors Influencing the Weight Gain of Piglets During the Nursing Period: Preliminary Results
od: Kjærsgaard HD, i dr.
Izdano: (2003-03-01)

Endoscopy in 2012
od: Ashish Kumar Jha, i dr.
Izdano: (2012-01-01)

VISEM-Tracking, a human spermatozoa tracking dataset
od: Vajira Thambawita, i dr.
Izdano: (2023-05-01)

Adherence to guideline recommendations for Barrett's esophagus (BE) surveillance endoscopies: Effects of dedicated BE endoscopy lists
od: I.N. Beaufort, i dr.
Izdano: (2023-10-01)

Áika: A Distributed Edge System for AI Inference
od: Joakim Aalstad Alslie, i dr.
Izdano: (2022-06-01)

Endoscopy-Assisted Periacetabular Osteotomy
od: Dean K. Matsuda, M.D., i dr.
Izdano: (2016-04-01)

Fram Strait sea ice export variability and September Arctic sea ice extent over the last 80 years
od: L. H. Smedsrud, i dr.
Izdano: (2017-01-01)

Endoscopy
od: S M Greengrass, i dr.
Izdano: (1993-06-01)

Time‐optimal finite control set model predictive control of non‐isolated DC–DC converters
od: Thibaut Harzig, i dr.
Izdano: (2024-11-01)

Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis
od: Andrea M. Storås, i dr.
Izdano: (2023-07-01)

The management of potential exposures to Cretuzfeld-Jakob Disease (CJD) via endoscopy
od: Iten A, i dr.
Izdano: (2011-06-01)

Consensus in Endoscopy
od: RJ Bailey, i dr.
Izdano: (1996-01-01)

UK endoscopy workload and workforce patterns: is there potential to increase capacity? A BSG analysis of the National Endoscopy Database
od: Beaton, D, i dr.
Izdano: (2022)

Advances in Therapeutic Endoscopy
od: Sooraj Tejaswi, i dr.
Izdano: (2019-01-01)

Endoscopy training: Indian perspective
od: M. K. Goenka, i dr.
Izdano: (2014-10-01)

Utility of Intraoperative Flexible Endoscopy in Frontal Sinus Surgery
od: Eric T. Carniol M.D.,M.B.A., i dr.
Izdano: (2017-06-01)

Training endoscopy in Europe: an urgent call to action
od: Thomas de Lange
Izdano: (2020-03-01)

Key research questions for implementation of artificial intelligence in capsule endoscopy
od: Romain Leenhardt, i dr.
Izdano: (2022-10-01)

Nonlocal electrodynamics of normal and superconducting films
od: J I Vestgården, i dr.
Izdano: (2013-01-01)

Acute Achilles Tendon Rupture: Ultrasonography and Endoscopy-Assisted Percutaneous Repair
od: Mathieu Severyns, M.D., i dr.
Izdano: (2019-05-01)

Usefulness of upper gastrointestinal endoscopy in children
od: Bahubali D Gadgade, i dr.
Izdano: (2018-01-01)

Endoscopy in the diagnosis and treatment of gastroduodenal bleedings in patients with pancreatitis
od: R. G. Avanesyan, i dr.
Izdano: (2024-05-01)

Gender disparities in advanced endoscopy fellowship: Women in Endoscopy (WIE) perspective
od: Uzma D. Siddiqui, i dr.
Izdano: (2021-03-01)

Advances and challenges in endoscopy training: A mixed methods study among endoscopy trainers in the Netherlands
od: Robert A Mousset, i dr.
Izdano: (2024-09-01)