Isabell Twick

Automation of surgical skill assessment using a three-stage machine learning algorithm

Joël L. Lavanchy, Joël Zindel, Kadir Kirtac et al. · Scientific Reports · 2021 · 140 citations · Full text

Computing, Computer Science, Surgery +14

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

Martin Wagner, Beat P. Müller‐Stich, Anna Kisilenko et al. · Medical Image Analysis · 2023 · 98 citations · Full text

Computing, Computer Science, Surgery +16

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

Tobias Roß, Annika Reinke, Peter M. Full et al. · Medical Image Analysis · 2020 · 90 citations · Full text

Computing, Computer Science, Surgery +17

Robust Medical Instrument Segmentation Challenge 2019

Annika Reinke, Peter M. Full, Martin Wagner et al. · arXiv (Cornell University) · 2020 · 33 citations · Full text

Computing, Computer Science, Surgery +17

Towards interpretable, medically grounded, EMR-based risk prediction models

Isabell Twick, Guy Zahavi, Haggai Benvenisti et al. · Scientific Reports · 2022 · 19 citations · Full text

Computing, Biomedical Informatics, Health Informatics +12