Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science
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9783030603649, 9783030603656

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Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_5 ◽

2020 ◽

pp. 42-51

Author(s):

Christian Payer ◽

Martin Urschler ◽

Horst Bischof ◽

Darko Štern

Keyword(s):

Uncertainty Estimation ◽

Landmark Localization

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Clustering-Based Deep Brain MultiGraph Integrator Network for Learning Connectional Brain Templates

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_11 ◽

2020 ◽

pp. 109-120

Author(s):

Uğur Demir ◽

Mohammed Amine Gharsallaoui ◽

Islem Rekik

Keyword(s):

Deep Brain

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Uncertainty Estimation for Assessment of 3D US Scan Adequacy and DDH Metric Reliability

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_10 ◽

2020 ◽

pp. 97-105

Author(s):

Arunkumar Kannan ◽

Antony Hodgson ◽

Kishore Mulpuri ◽

Rafeef Garbi

Keyword(s):

Uncertainty Estimation ◽

Us Scan

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Weight Averaging Impact on the Uncertainty of Retinal Artery-Venous Segmentation

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_6 ◽

2020 ◽

pp. 52-60

Author(s):

Markus Lindén ◽

Azat Garifullin ◽

Lasse Lensu

Keyword(s):

Retinal Artery

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Correction to: Graph Matching Based Connectomic Biomarker with Learning for Brain Disorders

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_21 ◽

2020 ◽

pp. C1-C1

Author(s):

Rui Sherry Shen ◽

Jacob A. Alappatt ◽

Drew Parker ◽

Junghoon Kim ◽

Ragini Verma ◽

...

Keyword(s):

Graph Matching ◽

Brain Disorders

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HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_20 ◽

2020 ◽

pp. 208-219

Author(s):

Pushpak Pati ◽

Guillaume Jaume ◽

Lauren Alisha Fernandes ◽

Antonio Foncubierta-Rodríguez ◽

Florinda Feroce ◽

...

Keyword(s):

Neural Network ◽

Image Classification ◽

Histopathological Image ◽

Histopathological Image Classification

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Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_9 ◽

2020 ◽

pp. 81-96

Author(s):

Max-Heinrich Laves ◽

Malte Tölle ◽

Tobias Ortmaier

Keyword(s):

Image Denoising ◽

Medical Image ◽

Uncertainty Estimation ◽

Image Prior ◽

Deep Image

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Improving Reliability of Clinical Models Using Prediction Calibration

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_8 ◽

2020 ◽

pp. 71-80 ◽

Cited By ~ 1

Author(s):

Jayaraman J. Thiagarajan ◽

Bindya Venkatesh ◽

Deepta Rajan ◽

Prasanna Sattigeri

Keyword(s):

Clinical Models

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Multi-scale Profiling of Brain Multigraphs by Eigen-Based Cross-diffusion and Heat Tracing for Brain State Profiling

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_14 ◽

2020 ◽

pp. 142-151

Author(s):

Mustafa Sağlam ◽

Islem Rekik

Keyword(s):

Brain State ◽

Cross Diffusion ◽

Multi Scale

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Improving Pathological Distribution Measurements with Bayesian Uncertainty

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-030-60365-6_7 ◽

2020 ◽

pp. 61-70

Author(s):

Ka Ho Tam ◽

Korsuk Sirinukunwattana ◽

Maria F. Soares ◽

Maria Kaisar ◽

Rutger Ploeg ◽

...

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps

Clustering-Based Deep Brain MultiGraph Integrator Network for Learning Connectional Brain Templates

Uncertainty Estimation for Assessment of 3D US Scan Adequacy and DDH Metric Reliability

Weight Averaging Impact on the Uncertainty of Retinal Artery-Venous Segmentation

Correction to: Graph Matching Based Connectomic Biomarker with Learning for Brain Disorders

HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification

Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior

Improving Reliability of Clinical Models Using Prediction Calibration

Multi-scale Profiling of Brain Multigraphs by Eigen-Based Cross-diffusion and Heat Tracing for Brain State Profiling

Improving Pathological Distribution Measurements with Bayesian Uncertainty

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis - Lecture Notes in Computer Science
Latest Publications