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Nour Aldeen Jalal
Nour Aldeen Jalal
Institute of Technical Medicine (ITeM), Furtwangen University
Verified email at hs-furtwangen.de - Homepage
Title
Cited by
Cited by
Year
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
382018
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
292021
Predicting surgical phases using CNN-NARX neural network
NA Jalal, TA Alshirbaji, K Möller
Current Directions in Biomedical Engineering 5 (1), 405-407, 2019
202019
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
192018
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
162020
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
122021
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
102020
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
82020
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
7*2021
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
62023
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
62021
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
62017
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
52023
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
52023
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
52023
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
52022
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
52020
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
42022
Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification
TA Alshirbaji, NA Jalal, PD Docherty, PT Neumuth, K Möller
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
42022
Effects of intra-abdominal pressure on lung mechanics during laparoscopic gynaecology
NA Jalal, TA Alshirbaji, B Laufer, PD Docherty, SG Russo, T Neumuth, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
42021
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