Technical skill assessment in minimally invasive surgery using artificial intelligence: a systematic review

R Pedrett, P Mascagni, G Beldi, N Padoy… - Surgical endoscopy, 2023 - Springer
Background Technical skill assessment in surgery relies on expert opinion. Therefore, it is
time-consuming, costly, and often lacks objectivity. Analysis of intraoperative data by artificial …

[图书][B] Genetic Programming for Production Scheduling

F Zhang, S Nguyen, Y Mei, M Zhang - 2021 - Springer
Production scheduling is an important optimisation problem that reflects the practical and
challenging issues in real-world scheduling applications such as order picking in …

Surgical phase recognition: From public datasets to real-world data

K Kirtac, N Aydin, JL Lavanchy, G Beldi, M Smit… - Applied Sciences, 2022 - mdpi.com
Automated recognition of surgical phases is a prerequisite for computer-assisted analysis of
surgeries. The research on phase recognition has been mostly driven by publicly available …

Rhythmer: Ranking-based Skill Assessment with Rhythm-aware Transformer

Z Luo, Y Xiao, F Yang, JT Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Ranking-based skill assessment is an essential component of video understanding. In this
task lacking precise procedure annotations, existing methods place greater emphasis on …

Genetic Programming Hyper-heuristics for Dynamic Flexible Job Shop Scheduling

F Zhang - 2021 - openaccess.wgtn.ac.nz
Dynamic flexible job shop scheduling (DFJSS) has received widespread attention from
academia and industry due to its reflection in real-world scheduling applications such as …

[HTML][HTML] Image Processing and Machine Vision in Surgery and Its Training

MJ Ahmadi, MS Allahkaram, P Abdi, S Mohammadi… - Journal of …, 2023 - joc.kntu.ac.ir
Due to recent advancements in artificial intelligence, the utilization of image and video data
along with image processing technologies has been significantly used in automating …

[PDF][PDF] On the evaluation of surgical phase recognition models in laparoscopic videos

K Kirtac, JL Lavanchy, G Beldi, N Aydin, M Smit… - researchgate.net
Automated recognition of surgical phases is a pre-requisite to computer-assisted post
operative analysis of surgeries. Most of the existing methods focus on improving frame-wise …