Cover Image

Using deep learning for predicting cleansing quality of colon capsule endoscopy images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sharma, Puneet, Hindberg, Kristian Dalsbø, Schelde-Olesen, Benedicte, Deding, Ulrik, Nadimi, Esmaeil S., Braun, Jan-Matthias
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Using Multi-Instance Learning to Identify Unique Polyps in Colon Capsule Endoscopy Images
by: Sharma, Puneet, et al.
Published: (2026)

Towards Full Integration of Artificial Intelligence in Colon Capsule Endoscopy's Pathway
by: Nadimi, Esmaeil S., et al.
Published: (2024)

Factors associated with negative colonoscopy in participants with a positive faecal immunochemical test from the Danish Colorectal Cancer Screening Program – a population‐based study
by: Lea Østergaard Hansen, et al.
Published: (2024)

Efficient Knowledge Deletion from Trained Models through Layer-wise Partial Machine Unlearning
by: Gogineni, Vinay Chakravarthi, et al.
Published: (2024)

Colon capsule endoscopy: A bitter pill?
by: Ruari Jardine, et al.
Published: (2024)

Growth rate of Aurelia aurita determined experimentally
by: Olesen, Niels Jorn, et al.
Published: (2014)

Positivity of automorphic vector bundles on unitary Shimura varieties
by: Yang, Deding
Published: (2025)

Androids, Humanoids, and Other Folklore Monsters
by: Schelde, Per
Published: (2024)

Multicenter prospective feasibility study on compliance, safety, and acceptance of small bowel and colon capsule endoscopy in the out‐of‐clinic setting in Japan
by: Naoki Ohmiya, et al.
Published: (2025)

Real‐time small bowel visualization quality assessment in wireless capsule endoscopy images using different lightweight embeddable models
by: Vahid Sadeghi, et al.
Published: (2024)

Clinical impact and diagnostic yield of small bowel capsule endoscopy in children
by: Kathryn Kaihlanen, et al.
Published: (2025)

Use of magnetically controlled capsule endoscopy in inflammatory pediatric Crohn's disease
by: Yingyu Li, et al.
Published: (2026)

Physics-informed Neural Operators for Predicting 3D Electromagnetic Fields Transformed by Metasurfaces
by: Furat, Orkun, et al.
Published: (2025)

This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy
by: Vats, Anuja, et al.
Published: (2022)

Deep self‐cleansing for medical image segmentation with noisy labels
by: Jiahua Dong, et al.
Published: (2025)

Efficacy of a deep cleansing gel in the management of mild to moderate facial acne
by: Loan Towersey, et al.
Published: (2024)

Ethnic cleansing. Blood and earth
Published: (1995)

Clinical features of magnetically controlled capsule endoscopy in children: A large, retrospective cohort study
by: Weiwei Cheng, et al.
Published: (2025)

Comprehensive evaluation of a new automatic scoring system for cleanliness assessment in video capsule endoscopy
by: Palak Handa, et al.
Published: (2024)

Design and development of artificial intelligence‐based application programming interface for early detection and diagnosis of colorectal cancer from wireless capsule endoscopy images
by: Jothiraj Selvaraj, et al.
Published: (2024)

Machine learning and hyper spectral imaging: multi spectral endoscopy in the gastro intestinal tract towards hyper spectral endoscopy
by: Hohmann, Martin
Published: (2025)

WCEbleedGen: A wireless capsule endoscopy dataset and its benchmarking for automatic bleeding classification, detection, and segmentation
by: Handa, Palak, et al.
Published: (2024)

AUTOMATING-SECURITY-FROM-THE-START-DEVSECOPS-ENSURES-SECURITY-ISNT-AN-AFTERTHOUGHT-BUT-PART-OF-THE-PROCESS
by: Sharma, Puneet
Published: (2019)

A short note on deep contextual spatial and spectral information fusion for hyperspectral image processing: Case of pork belly properties prediction
by: Puneet Mishra, et al.
Published: (2024)

Artificial intelligence and learning environment: Human considerations
by: Esmaeil Jafari
Published: (2024)

Second‐generation capsule endoscopy for the detection of colorectal polyps: An updated systematic review and comparative meta‐analysis of prospective studies
by: Cauã Ferreira Câmara, et al.
Published: (2026)

Pediatric advanced complex endoscopy team enhances endoscopy quality and provider satisfaction
by: Monique T. Barakat, et al.
Published: (2024)

Video capsule endoscopy in overt and occult obscure gastrointestinal bleeding: Insights from a single‐center, observational study in Japan
by: Anna Tojo, et al.
Published: (2024)

Long‐term follow‐up of children with Crohn's disease and small bowel mucosal lesions detected through video capsule endoscopy
by: Tytti Jaakkola, et al.
Published: (2024)

Global-to-local image quality assessment in optical microscopy via fast and robust deep learning predictions
by: Corbetta, Elena, et al.
Published: (2025)

Direct observation of an exposed blood vessel in a colonic diverticulum using ultrathin endoscopy
by: Kensuke Suzuki, et al.
Published: (2024)

Emergent robotic assisted left hemicolectomy with intracorporeal anastomosis for descending colon cancer with retained colon capsule – A video vignette
by: Fraser Sneddon, et al.
Published: (2024)

Does the timing of bowel preparation change the outcome of bowel cleansing?
by: Kinichi Hotta
Published: (2024)

An Explainable Attention Model for Cervical Precancer Risk Classification using Colposcopic Images
by: Khare, Smith K., et al.
Published: (2024)

A systematic review and research recommendations on artificial intelligence for automated cervical cancer detection
by: Smith K. Khare, et al.
Published: (2024)

A profiled side‐channel attack detection using deep learning model with capsule auto‐encoder network
by: Raja Maheswari, et al.
Published: (2024)

Developing multifruit global near‐infrared model to predict dry matter based on just‐in‐time modeling
by: Puneet Mishra
Published: (2024)

Capsule endoscopy: the revolution of small-bowel endoscopy
by: Marco Pennazio
Published: (2009)

The effect of image quality on galaxy merger identification with deep learning
by: Bickley, Robert W., et al.
Published: (2024)

Is there evidence that a regimen involving both CHG cleansing from navel to knees and IUC cleansing provides better protection against CAUTIs compared to standard care methods?
by: Tripdatabase
Published: (2026)