OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783030326944, 9783030326951

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Towards a Cyber-Physical Systems Based Operating Room of the Future

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_6 ◽

2019 ◽

pp. 47-55 ◽

Cited By ~ 1

Author(s):

Chin-Boon Chng ◽

Pooi-Mun Wong ◽

Nicholas Ho ◽

Xiaoyu Tan ◽

Chee-Kong Chui

Keyword(s):

Operating Room ◽

Cyber Physical Systems ◽

Physical Systems ◽

The Future

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Preoperative Planning for Guidewires Employing Shape-Regularized Segmentation and Optimized Trajectories

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_2 ◽

2019 ◽

pp. 12-20 ◽

Cited By ~ 1

Author(s):

Johannes Fauser ◽

Moritz Fuchs ◽

Ahmed Ghazy ◽

Bernhard Dorweiler ◽

Anirban Mukhopadhyay

Keyword(s):

Preoperative Planning

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Deep Transfer Learning for Whole-Brain FMRI Analyses

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_7 ◽

2019 ◽

pp. 59-67 ◽

Cited By ~ 1

Author(s):

Armin W. Thomas ◽

Klaus-Robert Müller ◽

Wojciech Samek

Keyword(s):

Transfer Learning ◽

Whole Brain ◽

Brain Fmri

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Data Pooling and Sampling of Heterogeneous Image Data for White Matter Hyperintensity Segmentation

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_10 ◽

2019 ◽

pp. 86-94

Author(s):

Annika Hänsch ◽

Bastian Cheng ◽

Benedikt Frey ◽

Carola Mayer ◽

Marvin Petersen ◽

...

Keyword(s):

White Matter ◽

Image Data ◽

White Matter Hyperintensity ◽

Data Pooling

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Relevance Vector Machines for Harmonization of MRI Brain Volumes Using Image Descriptors

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_9 ◽

2019 ◽

pp. 77-85

Author(s):

Maria Ines Meyer ◽

Ezequiel de la Rosa ◽

Koen Van Leemput ◽

Diana M. Sima

Keyword(s):

Brain Volumes ◽

Mri Brain ◽

Image Descriptors ◽

Relevance Vector Machines ◽

Vector Machines

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A Hybrid 3DCNN and 3DC-LSTM Based Model for 4D Spatio-Temporal fMRI Data: An ABIDE Autism Classification Study

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_11 ◽

2019 ◽

pp. 95-102 ◽

Cited By ~ 1

Author(s):

Ahmed El-Gazzar ◽

Mirjam Quaak ◽

Leonardo Cerliani ◽

Peter Bloem ◽

Guido van Wingen ◽

...

Keyword(s):

Fmri Data ◽

Spatio Temporal

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Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_5 ◽

2019 ◽

pp. 38-46 ◽

Cited By ~ 1

Author(s):

Leonardo A. Ayala ◽

Sebastian J. Wirkert ◽

Janek Gröhl ◽

Mildred A. Herrera ◽

Adrian Hernandez-Aguilera ◽

...

Keyword(s):

Image Analysis ◽

Multispectral Image ◽

Haemodynamic Changes

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Guided Unsupervised Desmoking of Laparoscopic Images Using Cycle-Desmoke

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_3 ◽

2019 ◽

pp. 21-28 ◽

Cited By ~ 1

Author(s):

V. Vishal ◽

Neeraj Sharma ◽

Munendra Singh

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Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_4 ◽

2019 ◽

pp. 29-37

Author(s):

Dominik Rivoir ◽

Sebastian Bodenstedt ◽

Felix von Bechtolsheim ◽

Marius Distler ◽

Jürgen Weitz ◽

...

Keyword(s):

Video Segmentation ◽

Temporal Video Segmentation ◽

Surgery Duration

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Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32695-1_12 ◽

2019 ◽

pp. 103-111

Author(s):

Florian Dubost ◽

Max Dünnwald ◽

Denver Huff ◽

Vincent Scheumann ◽

Frank Schreiber ◽

...

Keyword(s):

Brain Mri ◽

Perivascular Spaces ◽

Automated Quantification

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OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Towards a Cyber-Physical Systems Based Operating Room of the Future

Preoperative Planning for Guidewires Employing Shape-Regularized Segmentation and Optimized Trajectories

Deep Transfer Learning for Whole-Brain FMRI Analyses

Data Pooling and Sampling of Heterogeneous Image Data for White Matter Hyperintensity Segmentation

Relevance Vector Machines for Harmonization of MRI Brain Volumes Using Image Descriptors

A Hybrid 3DCNN and 3DC-LSTM Based Model for 4D Spatio-Temporal fMRI Data: An ABIDE Autism Classification Study

Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis

Guided Unsupervised Desmoking of Laparoscopic Images Using Cycle-Desmoke

Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration

Automated Quantification of Enlarged Perivascular Spaces in Clinical Brain MRI Across Sites

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Lecture Notes in Computer Science
Latest Publications