Cover Image

REAL-Colon: A dataset for developing real-world AI applications in colonoscopy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Biffi, Carlo, Antonelli, Giulio, Bernhofer, Sebastian, Hassan, Cesare, Hirata, Daizen, Iwatate, Mineo, Maieron, Andreas, Salvagnini, Pietro, Cherubini, Andrea
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Temporal Convolutional Network-Based Approach and a Benchmark Dataset for Colonoscopy Video Temporal Segmentation
by: Biffi, Carlo, et al.
Published: (2025)

Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing
by: Roffo, Giorgio, et al.
Published: (2024)

Diagnóstico de las lesiones neoplásicas y noneoplásicas y predicción de la invasión submucosa del cáncer colorrectal temprano durante la colonoscopia
by: Mineo Iwatate
Published: (2011)

A diminutive perivascular epithelioid cell tumor in the colon
by: Naoki Sugimura, et al.
Published: (2024)

ForeSpeed: A real-world video dataset of CCTV cameras with different settings for vehicle speed estimation
by: Iuliani, Massimo, et al.
Published: (2025)

Deep learning-enabled prediction of surgical errors during cataract surgery: from simulation to real-world application
by: Faure, Maxime, et al.
Published: (2025)

Polyp segmentation in colonoscopy images using DeepLabV3++
by: Islam, Al Mohimanul, et al.
Published: (2024)

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges
by: Jha, Debesh, et al.
Published: (2023)

Self-calibrated convolution towards glioma segmentation
by: Salvagnini, Felipe C. R., et al.
Published: (2024)

Intraoperative perfusion assessment by continuous, low-latency hyperspectral light-field imaging: development, methodology, and clinical application
by: Kray, Stefan, et al.
Published: (2025)

Towards Polyp Counting In Full-Procedure Colonoscopy Videos
by: Parolari, Luca, et al.
Published: (2025)

Temporally-Aware Supervised Contrastive Learning for Polyp Counting in Colonoscopy
by: Parolari, Luca, et al.
Published: (2025)

FeDETR: a Federated Approach for Stenosis Detection in Coronary Angiography
by: Mineo, Raffaele, et al.
Published: (2024)

Identifying visible tissue in intraoperative ultrasound: a method and application
by: Weld, Alistair, et al.
Published: (2023)

Efficient Video-Based ALPR System Using YOLO and Visual Rhythm
by: Ribeiro, Victor Nascimento, et al.
Published: (2025)

Scalable dataset acquisition for data-driven lensless imaging
by: Hung, Clara S., et al.
Published: (2025)

Colon Polyps Detection from Colonoscopy Images Using Deep Learning
by: Amin, Md Al, et al.
Published: (2025)

ColonAdapter: Geometry Estimation Through Foundation Model Adaptation for Colonoscopy
by: Jiang, Zhiyi, et al.
Published: (2025)

Privacy-preserving datasets by capturing feature distributions with Conditional VAEs
by: Di Salvo, Francesco, et al.
Published: (2024)

Rethinking model prototyping through the MedMNIST+ dataset collection
by: Doerrich, Sebastian, et al.
Published: (2024)

A novel method and dataset for depth-guided image deblurring from smartphone Lidar
by: Montanaro, Antonio, et al.
Published: (2025)

Efficacy of MRI data harmonization in the age of machine learning. A multicenter study across 36 datasets
by: Marzi, Chiara, et al.
Published: (2022)

Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer Classification
by: Moin, Mukaffi Bin, et al.
Published: (2024)

Enhanced Depth Estimation and 3D Geometry Reconstruction using Bayesian Helmholtz Stereopsis with Belief Propagation
by: Azizi, Razieh, et al.
Published: (2024)

Pre-processing and quality control of large clinical CT head datasets for intracranial arterial calcification segmentation
by: Jin, Benjamin, et al.
Published: (2024)

Towards pedestrian head tracking: A benchmark dataset and a multi-source data fusion network
by: Sun, Kailai, et al.
Published: (2024)

Resolution Invariant Autoencoder
by: Patel, Ashay, et al.
Published: (2025)

C3VDv2 -- Colonoscopy 3D video dataset with enhanced realism
by: Golhar, Mayank V., et al.
Published: (2025)

Traditionelle Verlagsprodukte im Lichte gesellschaftlich gewandelter Anschauungen nicht-diskriminierender Sprache und rechtlichen Vorgaben
by: Bernhofer, Josefine C.
Published: (2026)

Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols
by: Hays, Savannah P., et al.
Published: (2026)

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

Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics
by: Notton, Cassandre, et al.
Published: (2024)

ColonMapper: topological mapping and localization for colonoscopy
by: Morlana, Javier, et al.
Published: (2023)

MRANet: A Modified Residual Attention Networks for Lung and Colon Cancer Classification
by: Bala, Diponkor, et al.
Published: (2024)

Diffusion-Based Quality Control of Medical Image Segmentations across Organs
by: Marcianò, Vincenzo, et al.
Published: (2025)

JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos
by: Nardelli, Pietro, et al.
Published: (2024)

Human Body Segment Volume Estimation with Two RGB-D Cameras
by: Bassani, Giulia, et al.
Published: (2025)

Rotterdam artery-vein segmentation (RAV) dataset
by: Quiros, Jose Vargas, et al.
Published: (2025)

Sifting through the haystack -- efficiently finding rare animal behaviors in large-scale datasets
by: Bar, Shir, et al.
Published: (2024)

Segmentation of Muscularis Propria in Colon Histopathology Images Using Vision Transformers for Hirschsprung's Disease
by: Megahed, Youssef, et al.
Published: (2024)