[HTML][HTML] Surgical data science–from concepts toward clinical translation

L Maier-Hein, M Eisenmann, D Sarikaya, K März… - Medical image …, 2022 - Elsevier
Recent developments in data science in general and machine learning in particular have
transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a …

Shape sensing techniques for continuum robots in minimally invasive surgery: A survey

C Shi, X Luo, P Qi, T Li, S Song… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Continuum robots provide inherent structural compliance with high dexterity to access the
surgical target sites along tortuous anatomical paths under constrained environments and …

Electromagnetic tracking in medicine—a review of technology, validation, and applications

AM Franz, T Haidegger, W Birkfellner… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Object tracking is a key enabling technology in the context of computer-assisted medical
interventions. Allowing the continuous localization of medical instruments and patient …

Endo-depth-and-motion: Reconstruction and tracking in endoscopic videos using depth networks and photometric constraints

D Recasens, J Lamarca, JM Fácil… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Estimating a scene reconstruction and the camera motion from in-body videos is challenging
due to several factors, eg the deformation of in-body cavities or the lack of texture. In this …

Motion prediction for beating heart surgery with GRU

B Yang, Y Li, W Zheng, Z Yin, M Liu, L Yin… - … Signal Processing and …, 2023 - Elsevier
This work aims to* predict* the* 3D* coordinates of the* point* of* interest*(POI) on* the
surface of beating heart in dynamic minimally invasive surgery, which can improve the …

Optical techniques for 3D surface reconstruction in computer-assisted laparoscopic surgery

L Maier-Hein, P Mountney, A Bartoli, H Elhawary… - Medical image …, 2013 - Elsevier
One of the main challenges for computer-assisted surgery (CAS) is to determine the intra-
operative morphology and motion of soft-tissues. This information is prerequisite to the …

Live tracking and dense reconstruction for handheld monocular endoscopy

N Mahmoud, T Collins, A Hostettler… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Contemporary endoscopic simultaneous localization and mapping (SLAM) methods
accurately compute endoscope poses; however, they only provide a sparse 3-D …

Content-based processing and analysis of endoscopic images and videos: A survey

B Münzer, K Schoeffmann, L Böszörmenyi - Multimedia Tools and …, 2018 - Springer
In recent years, digital endoscopy has established as key technology for medical screenings
and minimally invasive surgery. Since then, various research communities with manifold …

Defslam: Tracking and mapping of deforming scenes from monocular sequences

J Lamarca, S Parashar, A Bartoli… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Monocular simultaneous localization and mapping (SLAM) algorithms perform robustly
when observing rigid scenes; however, they fail when the observed scene deforms, for …

State of the Art in Dense Monocular Non‐Rigid 3D Reconstruction

E Tretschk, N Kairanda, M BR, R Dabral… - Computer Graphics …, 2023 - Wiley Online Library
Abstract 3D reconstruction of deformable (or non‐rigid) scenes from a set of monocular 2D
image observations is a long‐standing and actively researched area of computer vision and …