Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science

2019 ◽

pp. 12-22 ◽

Cited By ~ 3

Author(s):

Alireza Sedghi ◽

Tina Kapur ◽

Jie Luo ◽

Parvin Mousavi ◽

William M. Wells

Keyword(s):

Image Registration ◽

Multi Class Classification

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Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_19 ◽

2019 ◽

pp. 182-189

Author(s):

Liyun Tu ◽

Antonio R. Porras ◽

Araceli Morales ◽

Daniel A. Perez ◽

Gemma Piella ◽

...

Keyword(s):

Early Detection ◽

Three Dimensional ◽

Genetic Syndromes ◽

Face Reconstruction ◽

Dimensional Face

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A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_18 ◽

2019 ◽

pp. 172-181

Author(s):

Baochang Zhang ◽

Zonghan Wu ◽

Shuting Liu ◽

Shoujun Zhou ◽

Na Li ◽

...

Keyword(s):

Statistical Modeling ◽

Tof Mra ◽

Data Segmentation

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Out of Distribution Detection for Intra-operative Functional Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_8 ◽

2019 ◽

pp. 75-82

Author(s):

Tim J. Adler ◽

Leonardo Ayala ◽

Lynton Ardizzone ◽

Hannes G. Kenngott ◽

Anant Vemuri ◽

...

Keyword(s):

Functional Imaging

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Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_15 ◽

2019 ◽

pp. 146-154 ◽

Cited By ~ 2

Author(s):

Shi Yin ◽

Qinmu Peng ◽

Hongming Li ◽

Zhengqiang Zhang ◽

Xinge You ◽

...

Keyword(s):

Neural Networks ◽

Deep Learning ◽

Convolutional Neural Networks ◽

Ultrasound Imaging ◽

Kidney Diseases

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A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_7 ◽

2019 ◽

pp. 65-74

Author(s):

Min Zhang ◽

Kevin H. Leung ◽

Zili Ma ◽

Jin Wen ◽

Gopal Avinash

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Unseen Data

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Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_3 ◽

2019 ◽

pp. 23-32

Author(s):

Raghav Mehta ◽

Thomas Christinck ◽

Tanya Nair ◽

Paul Lemaitre ◽

Douglas Arnold ◽

...

Keyword(s):

Deep Learning ◽

Medical Imaging

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Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic Brain

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_10 ◽

2019 ◽

pp. 94-103

Author(s):

Aoi Shinjo ◽

Atsushi Saito ◽

Tetsuya Takakuwa ◽

Shigehito Yamada ◽

Hidekata Hontani ◽

...

Keyword(s):

Statistical Model ◽

Anatomical Landmarks ◽

Embryonic Brain

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An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_17 ◽

2019 ◽

pp. 163-171 ◽

Cited By ~ 2

Author(s):

Ruobing Huang ◽

Michael Suttie ◽

J. Alison Noble

Keyword(s):

Shape Analysis ◽

Detection Method ◽

Anatomical Landmark ◽

Landmark Detection ◽

Facial Shape

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Reg R-CNN: Lesion Detection and Grading Under Noisy Labels

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science ◽

10.1007/978-3-030-32689-0_4 ◽

2019 ◽

pp. 33-41

Author(s):

Gregor N. Ramien ◽

Paul F. Jaeger ◽

Simon A. A. Kohl ◽

Klaus H. Maier-Hein

Keyword(s):

Lesion Detection ◽

Noisy Labels

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty

Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes

A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation

Out of Distribution Detection for Intra-operative Functional Imaging

Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging

A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data

Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference

Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic Brain

An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis

Reg R-CNN: Lesion Detection and Grading Under Noisy Labels

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Probabilistic Image Registration via Deep Multi-class Classification: Characterizing Uncertainty

Three-Dimensional Face Reconstruction from Uncalibrated Photographs: Application to Early Detection of Genetic Syndromes

A Device-Independent Novel Statistical Modeling for Cerebral TOF-MRA Data Segmentation

Out of Distribution Detection for Intra-operative Functional Imaging

Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging

A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data

Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference

Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic Brain

An Automated CNN-based 3D Anatomical Landmark Detection Method to Facilitate Surface-Based 3D Facial Shape Analysis

Reg R-CNN: Lesion Detection and Grading Under Noisy Labels

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - Lecture Notes in Computer Science
Latest Publications