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Author
Abdulbaki Alshirbaji, Tamer
(12)
Docherty, Paul D.
(12)
Jalal, Nour A.
(12)
Möller, Knut
(12)
Neumuth, Thomas
(12)
Laufer, Bernhard
(4)
Arabian, Herag
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Krüger-Ziolek, Sabine
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2023
(5)
2021
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2022
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Article (peer-reviewed) (12)
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Convolutional neural network (CNN)
(4)
Context-aware system
(3)
Laparoscopic video
(3)
Surgical tool classification
(3)
Surgical tool localisation
(3)
CNN
(2)
Context-aware systems
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LSTM
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Laparoscopic videos
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Surgical phase recognition
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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
Analysing attention convolutional neural network for surgical tool localisation: a feasibility study
(2022)
Jalal, Nour A.
;
Arabian, Herag
;
Abdulbaki Alshirbaji, Tamer
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
A Deep Learning Framework for Recognising Surgical Phases in Laparoscopic Videos
(2021)
Jalal, Nour A.
;
Abdulbaki Alshirbaji, Tamer
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Analysing multi-perspective patient-related data during laparoscopic gynaecology procedures
(2023)
Jalal, Nour A.
;
Abdulbaki Alshirbaji, Tamer
;
Laufer, Bernhard
;
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
Assessing Generalisation Capabilities of CNN Models for Surgical Tool Classification
(2021)
Abdulbaki Alshirbaji, Tamer
;
Jalal, Nour A.
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Changes of Physiological parameters of the patient during laparoscopic gynaecology
(2021)
Jalal, Nour A.
;
Abdulbaki Alshirbaji, Tamer
;
Laufer, Bernhard
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Computer-assisted generation of anaesthesia report during laparoscopic procedures
(2023)
Jalal, Nour A.
;
Abdulbaki Alshirbaji, Tamer
;
Laufer, Bernhard
;
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
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10