Robustness of Convolutional Neural Networks for Surgical Tool Classification in Laparoscopic Videos from Multiple Sources and of Multiple Types: A Systematic Evaluation
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| Author: | Tamer Abdulbaki AlshirbajiORCiDGND, Nour A. JalalORCiDGND, Paul D. DochertyORCiDGND, Thomas Neumuth, Knut MöllerORCiDGND |
|---|---|
| URN: | https://urn:nbn:de:bsz:fn1-opus4-85610 |
| DOI: | https://doi.org/10.3390/electronics11182849 |
| ISSN: | 2079-9292 |
| Parent Title (English): | Electronics |
| Document Type: | Article (peer-reviewed) |
| Language: | English |
| Year of Completion: | 2022 |
| Release Date: | 2022/10/13 |
| Tag: | Convolutional neural network; Generalisability; Laparoscopic video; Surgical tool classification |
| Volume: | 11.2022 |
| Issue: | 18 |
| Article Number: | 2849 |
| Page Number: | 16 |
| Open-Access-Status: | Open Access |
| Licence (German): |  Creative Commons - CC BY - Namensnennung 4.0 International |