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Abdulbaki Alshirbaji, Tamer (39)
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2023
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(24)
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English (39)
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Convolutional neural network (CNN)
(7)
Surgical tool classification
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Laparoscopic videos
(5)
Surgical tool detection
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Convolutional neural network
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LSTM
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Laparoscopic video
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CNN
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Context-aware system
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The effect of background pattern on training a deep convolutional neural network for surgical tool detection
(2020)
Abdulbaki Alshirbaji, Tamer
;
Ding, N.
;
Jalal, Nour A.
;
Möller, Knut
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
Laparoscopic Instrument Classification using a Loss- Sensitive Neural Network
(2018)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Möller, Knut
A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos
(2020)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Möller, Knut
1
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10