Results 81 to 90 of about 980 (174)

Real-time image-based instrument classification for laparoscopic surgery [PDF]

open access: yesModeling and Monitoring of Computer Assisted Interventions (M2CAI) (2015), 2018
During laparoscopic surgery, context-aware assistance systems aim to alleviate some of the difficulties the surgeon faces. To ensure that the right information is provided at the right time, the current phase of the intervention has to be known. Real-time locating and classification the surgical tools currently in use are key components of both an ...
arxiv  

Less is More: Surgical Phase Recognition with Less Annotations through Self-Supervised Pre-training of CNN-LSTM Networks [PDF]

open access: yesarXiv, 2018
Real-time algorithms for automatically recognizing surgical phases are needed to develop systems that can provide assistance to surgeons, enable better management of operating room (OR) resources and consequently improve safety within the OR. State-of-the-art surgical phase recognition algorithms using laparoscopic videos are based on fully supervised ...
arxiv  

Comparison of Outcomes between Open and Laparoscopic Pyloromyotomy [PDF]

open access: bronze, 2011
Su Mi Kim   +3 more
openalex   +1 more source

DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery [PDF]

open access: yesarXiv
Self-supervised learning (SSL) has potential for effective representation learning in medical imaging, but the choice of data augmentation is critical and domain-specific. It remains uncertain if general augmentation policies suit surgical applications.
arxiv  

An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion [PDF]

open access: yesarXiv
Augmented reality for laparoscopic liver resection is a visualisation mode that allows a surgeon to localise tumours and vessels embedded within the liver by projecting them on top of a laparoscopic image. Preoperative 3D models extracted from CT or MRI data are registered to the intraoperative laparoscopic images during this process. In terms of 3D-2D
arxiv  

Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips [PDF]

open access: yesarXiv
Laparoscopic video tracking primarily focuses on two target types: surgical instruments and anatomy. The former could be used for skill assessment, while the latter is necessary for the projection of virtual overlays. Where instrument and anatomy tracking have often been considered two separate problems, in this paper, we propose a method for joint ...
arxiv  

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