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Docherty, Paul D. (25)
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2023
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Convolutional neural network (CNN)
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Wearables
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Context-aware system
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Context-aware systems
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LSTM
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Laparoscopic video
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Smart clothing
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Surgical tool classification
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Surgical tool detection
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Surgical tool localisation
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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
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
Correlation between intra-abdominal pressure and lung mechanics during laparoscopic gynecology
(2021)
Jalal, Nour A.
;
Abdulbaki Alshirbaji, Tamer
;
Laufer, Bernhard
;
Docherty, Paul D.
;
Neumuth, Thomas
;
Möller, Knut
Sensor Selection for Tidal Volume Determination via Linear Regression—Impact of Lasso versus Ridge Regression
(2023)
Laufer, Bernhard
;
Docherty, Paul D.
;
Murray, Rua
;
Krüger-Ziolek, Sabine
;
Jalal, Nour A.
;
Höflinger, Fabian
;
Rupitsch, Stefan J.
;
Reindl, Leonhard
;
Möller, Knut
Optimal Sensor Location in a Smart-Shirt to Measure Accurate Tidal Volumes During Abdominal and Thoracic Respiration
(2021)
Laufer, Bernhard
;
Docherty, Paul D.
;
Murray, Rua
;
Jalal, Nour A.
;
Höflinger, Fabian
;
Reindl, Leonhard
;
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
Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology
(2021)
Jalal, Nour A.
;
Abdulbaki Alshirbaji, Tamer
;
Laufer, Bernhard
;
Docherty, Paul D.
;
Russo, S. G.
;
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
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