| Surgical tool classification in laparoscopic videos using convolutional neural network T Abdulbaki Alshirbaji, NA Jalal, K Möller Current Directions in Biomedical Engineering 4 (1), 407-410, 2018 | 47 | 2018 |
| A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos TA Alshirbaji, NA Jalal, PD Docherty, T Neumuth, K Möller Biomedical Signal Processing and Control 68, 102801, 2021 | 41 | 2021 |
| A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos TA Alshirbaji, NA Jalal, K Möller Current Directions in Biomedical Engineering 6 (1), 20200002, 2020 | 26* | 2020 |
| Predicting surgical phases using CNN-NARX neural network NA Jalal, TA Alshirbaji, K Möller Current Directions in Biomedical Engineering 5 (1), 405-407, 2019 | 23 | 2019 |
| Surgical tool classification and localization: results and methods from the miccai 2022 surgtoolloc challenge A Zia, K Bhattacharyya, X Liu, M Berniker, Z Wang, R Nespolo, S Kondo, ... arXiv preprint arXiv:2305.07152, 2023 | 21 | 2023 |
| A deep learning framework for recognising surgical phases in laparoscopic videos NA Jalal, TA Alshirbaji, PD Docherty, T Neumuth, K Moeller IFAC-PapersOnLine 54 (15), 334-339, 2021 | 20 | 2021 |
| Evaluating convolutional neural network and hidden markov model for recognising surgical phases in sigmoid resection NA Jalal, T Abdulnaki Alshirbaji, K Möller Current Directions in Biomedical Engineering 4 (1), 415-418, 2018 | 20 | 2018 |
| Classifying smoke in laparoscopic videos using SVM TA Alshirbaji, NA Jalal, L Mündermann, K Möller Current Directions in Biomedical Engineering 3 (2), 191-194, 2017 | 13 | 2017 |
| Laparoscopic video analysis using temporal, attention, and multi-feature fusion based-approaches NA Jalal, TA Alshirbaji, PD Docherty, H Arabian, B Laufer, ... Sensors 23 (4), 1958, 2023 | 12 | 2023 |
| Surgical Tool Detection in Laparoscopic Videos by Modeling Temporal Dependencies Between Adjacent Frames NA Jalal, T Abdulbaki Alshirbaji, PD Docherty, T Neumuth, K Möller European Medical and Biological Engineering Conference, 1045-1052, 2020 | 12 | 2020 |
| Data Recording Framework for Physiological and Surgical Data in Operating Theatres T Abdulbaki Alshirbaji, N Aldeen Jalal, K Möller Current Directions in Biomedical Engineering 6 (3), 364-367, 2020 | 11 | 2020 |
| The effect of background pattern on training a deep convolutional neural network for surgical tool detection TA Alshirbaji, N Ding, NA Jalal, K Möller Proceedings on Automation in Medical Engineering 1 (1), 024-024, 2020 | 11 | 2020 |
| Analysing multi-perspective patient-related data during laparoscopic gynaecology procedures NA Jalal, T Abdulbaki Alshirbaji, B Laufer, PD Docherty, T Neumuth, ... Scientific reports 13 (1), 1604, 2023 | 10 | 2023 |
| Characterisation and quantification of upper body surface motions for tidal volume determination in lung-healthy individuals B Laufer, F Hoeflinger, PD Docherty, NA Jalal, S Krueger-Ziolek, ... Sensors 23 (3), 1278, 2023 | 10 | 2023 |
| Robustness of convolutional neural networks for surgical tool classification in laparoscopic videos from multiple sources and of multiple types: A systematic evaluation T Abdulbaki Alshirbaji, NA Jalal, PD Docherty, T Neumuth, K Möller Electronics 11 (18), 2849, 2022 | 10 | 2022 |
| Cross-dataset evaluation of a CNN-based approach for surgical tool detection T Abdulbaki Alshirbaji, NA Jalal, PD Docherty, T Neumuth, K Möller AUTOMED 2021-Automatisierung in der Medizintechnik, 15. Interdisziplinäres …, 2021 | 8* | 2021 |
| Features for detecting smoke in laparoscopic videos NA Jalal, TA Alshirbaji, L Mündermann, K Möller Current Directions in Biomedical Engineering 3 (2), 521-524, 2017 | 8 | 2017 |
| Assessing generalisation capabilities of CNN models for surgical tool classification TA Alshirbaji, NA Jalal, PD Docherty, T Neumuth, K Moeller Current Directions in Biomedical Engineering 7 (2), 476-479, 2021 | 7 | 2021 |
| Surgical tool classification & localisation using attention and multi-feature fusion deep learning approach NA Jalal, TA Alshirbaji, PD Docherty, H Arabian, T Neumuth, K Möller IFAC-PapersOnLine 56 (2), 5626-5631, 2023 | 6 | 2023 |
| Analysing attention convolutional neural network for surgical tool localisation: A feasibility study NA Jalal, H Arabian, T Abdulbaki Alshirbaji, PD Docherty, T Neumuth, ... Current Directions in Biomedical Engineering 8 (2), 548-551, 2022 | 6 | 2022 |
Moeller, KnutProfessor für Medizinische Informatik, Furtwangen UniversityVerified email at hs-furtwangen.de
