Artificial intelligence and automation in endoscopy and surgery

F Chadebecq, LB Lovat, D Stoyanov - … Reviews Gastroenterology & …, 2023 - nature.com
Modern endoscopy relies on digital technology, from high-resolution imaging sensors and
displays to electronics connecting configurable illumination and actuation systems for …

[HTML][HTML] Tracking and mapping in medical computer vision: A review

A Schmidt, O Mohareri, S DiMaio, MC Yip… - Medical Image …, 2024 - Elsevier
As computer vision algorithms increase in capability, their applications in clinical systems
will become more pervasive. These applications include: diagnostics, such as colonoscopy …

Colonoscopy 3D video dataset with paired depth from 2D-3D registration

TL Bobrow, M Golhar, R Vijayan, VS Akshintala… - Medical image …, 2023 - Elsevier
Screening colonoscopy is an important clinical application for several 3D computer vision
techniques, including depth estimation, surface reconstruction, and missing region …

SimCol3D—3D reconstruction during colonoscopy challenge

A Rau, S Bano, Y Jin, P Azagra, J Morlana… - Medical Image …, 2024 - Elsevier
Colorectal cancer is one of the most common cancers in the world. While colonoscopy is an
effective screening technique, navigating an endoscope through the colon to detect polyps …

Self-supervised monocular depth estimation for gastrointestinal endoscopy

Y Liu, S Zuo - Computer Methods and Programs in Biomedicine, 2023 - Elsevier
Background and objective: Gastrointestinal (GI) endoscopy represents a promising tool for
GI cancer screening. However, the limited field of view and uneven skills of endoscopists …

Bimodal camera pose prediction for endoscopy

A Rau, B Bhattarai, L Agapito… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deducing the 3D structure of endoscopic scenes from images is exceedingly challenging. In
addition to deformation and view-dependent lighting, tubular structures like the colon …

LightDepth: Single-View Depth Self-Supervision from Illumination Decline

J Rodríguez-Puigvert, VM Batlle… - Proceedings of the …, 2023 - openaccess.thecvf.com
Single-view depth estimation can be remarkably effective if there is enough ground-truth
depth data for supervised training. However, there are scenarios, especially in medicine in …

[HTML][HTML] Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images

J Ruano, M Gómez, E Romero, A Manzanera - … Medical Imaging and …, 2024 - Elsevier
Colonoscopy is the choice procedure to diagnose, screening, and treat the colon and rectum
cancer, from early detection of small precancerous lesions (polyps), to confirmation of …

[HTML][HTML] Surgical instruments hyalinization: occlusion removal in minimally invasive endoscopic surgery

D Xie, W Chen, J Zhao, X Song, K Wang, W Xia… - Biomimetic Intelligence …, 2023 - Elsevier
Minimal invasion is an important trend in surgery. However, the endoscope, as one of the
key devices for monitoring the process of minimally invasive surgery, is limited by its size …

Pose estimation via structure-depth information from monocular endoscopy images sequence

S Liu, J Fan, L Zang, Y Yang, T Fu, H Song… - Biomedical Optics …, 2023 - opg.optica.org
Image-based endoscopy pose estimation has been shown to significantly improve the
visualization and accuracy of minimally invasive surgery (MIS). This paper proposes a …