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Neumuth, Thomas (19)
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2021
(7)
2023
(6)
2022
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2020
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Article (peer-reviewed)
(12)
Conference Proceeding
(7)
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English
(19)
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(19)
Keywords
Convolutional neural network (CNN)
(4)
LSTM
(4)
Laparoscopic video
(4)
Surgical tool classification
(4)
CNN
(3)
Context-aware system
(3)
Context-aware systems
(3)
Surgical tool detection
(3)
Surgical tool localisation
(3)
CNN generalisability
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Title
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Author
Neural Network Classification of Surgical Tools in Gynecological Videos
(2022)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Assessing Generalisation Capabilities of CNN Models for Surgical Tool Classification
(2021)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Cross-dataset evaluation of a CNN-based approach for surgical tool detection
(2021)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification
(2022)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
A comparative evaluation of spatial pooling methods for surgical tool detection
(2023)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Robustness of Convolutional Neural Networks for Surgical Tool Classification in Laparoscopic Videos from Multiple Sources and of Multiple Types: A Systematic Evaluation
(2022)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos
(2021)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Spatial-temporal Modelling for Surgical Tool Classification in Cholecystectomy Videos
(2022)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Neumuth, Thomas
;
Möller, Knut
Fusing CNN features to improve generalisability for surgical tool classification
(2023)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Neumuth, Thomas
;
Möller, Knut
Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches
(2023)
Jalal, Nour A.
;
Abdulbaki Alshirbaji, Tamer
;
Docherty, Paul D.
;
Arabian, Herag
;
Laufer, Bernhard
;
Krüger-Ziolek, Sabine
;
Neumuth, Thomas
;
Möller, Knut
1
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10