Medical Image Understanding and Analysis - Lecture Notes in Computer Science
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(FIVE YEARS 40)

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Published By Springer International Publishing

9783030804312, 9783030804329

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Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_22 ◽

2021 ◽

pp. 280-293

Author(s):

Evan Hann ◽

Ricardo A. Gonzales ◽

Iulia A. Popescu ◽

Qiang Zhang ◽

Vanessa M. Ferreira ◽

...

Keyword(s):

Neural Networks ◽

Quality Control ◽

Monte Carlo ◽

Image Segmentation ◽

Deep Learning ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Segmentation Quality

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End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_38 ◽

2021 ◽

pp. 517-531

Author(s):

Joshua Bridge ◽

Simon Harding ◽

Yalin Zheng

Keyword(s):

Deep Learning ◽

Disease Progression ◽

Prognostic Models ◽

Time Intervals ◽

Vector Autoregressive ◽

End To End ◽

Predict Disease Progression

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Dense Depth Estimation from Stereo Endoscopy Videos Using Unsupervised Optical Flow Methods

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_26 ◽

2021 ◽

pp. 337-349

Author(s):

Zixin Yang ◽

Richard Simon ◽

Yangming Li ◽

Cristian A. Linte

Keyword(s):

Optical Flow ◽

Depth Estimation ◽

Dense Depth Estimation

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Automatic Re-orientation of 3D Echocardiographic Images in Virtual Reality Using Deep Learning

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_14 ◽

2021 ◽

pp. 177-188

Author(s):

Lindsay Munroe ◽

Gina Sajith ◽

Ei Lin ◽

Surjava Bhattacharya ◽

Kuberan Pushparajah ◽

...

Keyword(s):

Virtual Reality ◽

Deep Learning ◽

Echocardiographic Images

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Towards Linking CNN Decisions with Cancer Signs for Breast Lesion Classification from Ultrasound Images

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_32 ◽

2021 ◽

pp. 423-437

Author(s):

Ali Eskandari ◽

Hongbo Du ◽

Alaa AlZoubi

Keyword(s):

Breast Lesion ◽

Ultrasound Images ◽

Lesion Classification

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Pancreas Volumetry in UK Biobank: Comparison of Models and Inference at Scale

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_21 ◽

2021 ◽

pp. 265-279

Author(s):

James Owler ◽

Alexandre Triay Bagur ◽

Scott Marriage ◽

Zobair Arya ◽

Paul Aljabar ◽

...

Keyword(s):

Uk Biobank

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Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_5 ◽

2021 ◽

pp. 56-70

Author(s):

Zhe Min ◽

Fernando J. Bianco ◽

Qianye Yang ◽

Rachael Rodell ◽

Wen Yan ◽

...

Keyword(s):

Prostate Cancer ◽

Deep Learning ◽

Cancer Detection ◽

False Positive ◽

Mr Images ◽

Prostate Cancer Detection

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Reducing Textural Bias Improves Robustness of Deep Segmentation Models

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_23 ◽

2021 ◽

pp. 294-304

Author(s):

Seoin Chai ◽

Daniel Rueckert ◽

Ahmed E. Fetit

Keyword(s):

Segmentation Models

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Mass Univariate Regression Analysis for Three-Dimensional Liver Image-Derived Phenotypes

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_13 ◽

2021 ◽

pp. 165-176

Author(s):

Marjola Thanaj ◽

Nicolas Basty ◽

Yi Liu ◽

Madeleine Cule ◽

Elena P. Sorokin ◽

...

Keyword(s):

Regression Analysis ◽

Three Dimensional ◽

Liver Image

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Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data

Medical Image Understanding and Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-80432-9_40 ◽

2021 ◽

pp. 547-558

Author(s):

Declan Grant ◽

Bartłomiej W. Papież ◽

Guy Parsons ◽

Lionel Tarassenko ◽

Adam Mahdi

Keyword(s):

Deep Learning ◽

Combined Imaging

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Medical Image Understanding and Analysis - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Ensemble of Deep Convolutional Neural Networks with Monte Carlo Dropout Sampling for Automated Image Segmentation Quality Control and Robust Deep Learning Using Small Datasets

End-to-End Deep Learning Vector Autoregressive Prognostic Models to Predict Disease Progression with Uneven Time Intervals

Dense Depth Estimation from Stereo Endoscopy Videos Using Unsupervised Optical Flow Methods

Automatic Re-orientation of 3D Echocardiographic Images in Virtual Reality Using Deep Learning

Towards Linking CNN Decisions with Cancer Signs for Breast Lesion Classification from Ultrasound Images

Pancreas Volumetry in UK Biobank: Comparison of Models and Inference at Scale

Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR Images

Reducing Textural Bias Improves Robustness of Deep Segmentation Models

Mass Univariate Regression Analysis for Three-Dimensional Liver Image-Derived Phenotypes

Deep Learning Classification of Cardiomegaly Using Combined Imaging and Non-imaging ICU Data

Medical Image Understanding and Analysis - Lecture Notes in Computer Science
Latest Publications