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Jalal, Nour A. (29)
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2023
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Article (peer-reviewed) (29)
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Convolutional neural network (CNN)
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Laparoscopic videos
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Surgical tool classification
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Wearables
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Context-aware system
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Laparoscopic video
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Smart clothing
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Surgical phase recognition
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Surgical tool detection
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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
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
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
Data Recording Framework for Physiological and Surgical Data in Operating Theatres
(2020)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Möller, Knut
Prediction of Surgery Duration from Laparoscopic Videos using Recurrent neural network
(2019)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Möller, Knut
Surgical Tool Classification in Laparoscopic Videos Using Convolutional Neural Network
(2018)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Möller, Knut
Classifying smoke in laparoscopic videos using SVM
(2017)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Mündermann, Lars
;
Möller, Knut
1
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10