Lecture Notes in Computer Science - Information Processing in Medical Imaging
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(FIVE YEARS 59)

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Published By Springer International Publishing

9783030781903, 9783030781910

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Multimodal Self-supervised Learning for Medical Image Analysis

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_51 ◽

2021 ◽

pp. 661-673

Author(s):

Aiham Taleb ◽

Christoph Lippert ◽

Tassilo Klein ◽

Moin Nabi

Keyword(s):

Image Analysis ◽

Supervised Learning ◽

Medical Image ◽

Medical Image Analysis

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Knowledge Transfer for Few-Shot Segmentation of Novel White Matter Tracts

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_17 ◽

2021 ◽

pp. 216-227

Author(s):

Qi Lu ◽

Chuyang Ye

Keyword(s):

White Matter ◽

Knowledge Transfer ◽

White Matter Tracts ◽

Shot Segmentation

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Blind Stain Separation Using Model-Aware Generative Learning and Its Applications on Fluorescence Microscopy Images

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_8 ◽

2021 ◽

pp. 98-107

Author(s):

Xingyu Li

Keyword(s):

Fluorescence Microscopy ◽

Generative Learning ◽

Microscopy Images

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MR Slice Profile Estimation by Learning to Match Internal Patch Distributions

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_9 ◽

2021 ◽

pp. 108-119

Author(s):

Shuo Han ◽

Samuel Remedios ◽

Aaron Carass ◽

Michael Schär ◽

Jerry L. Prince

Keyword(s):

Slice Profile ◽

Profile Estimation

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Estimation of Causal Effects in the Presence of Unobserved Confounding in the Alzheimer’s Continuum

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_4 ◽

2021 ◽

pp. 45-57

Author(s):

Sebastian Pölsterl ◽

Christian Wachinger

Keyword(s):

Causal Effects

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EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_36 ◽

2021 ◽

pp. 465-477

Author(s):

Yuting He ◽

Rongjun Ge ◽

Xiaoming Qi ◽

Guanyu Yang ◽

Yang Chen ◽

...

Keyword(s):

Ensemble Learning

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Discovering Spreading Pathways of Neuropathological Events in Alzheimer’s Disease Using Harmonic Wavelets

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_18 ◽

2021 ◽

pp. 228-240

Author(s):

Jiazhou Chen ◽

Defu Yang ◽

Hongmin Cai ◽

Martin Styner ◽

Guorong Wu

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Harmonic Wavelets

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Diffeomorphic Registration with Density Changes for the Analysis of Imbalanced Shapes

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_3 ◽

2021 ◽

pp. 31-42

Author(s):

Hsi-Wei Hsieh ◽

Nicolas Charon

Keyword(s):

Diffeomorphic Registration

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Multiple-Shooting Adjoint Method for Whole-Brain Dynamic Causal Modeling

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_5 ◽

2021 ◽

pp. 58-70

Author(s):

Juntang Zhuang ◽

Nicha Dvornek ◽

Sekhar Tatikonda ◽

Xenophon Papademetris ◽

Pamela Ventola ◽

...

Keyword(s):

Adjoint Method ◽

Causal Modeling ◽

Multiple Shooting ◽

Dynamic Causal Modeling ◽

Whole Brain

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Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-030-78191-0_59 ◽

2021 ◽

pp. 767-778

Author(s):

Klemens Kasseroller ◽

Franz Thaler ◽

Christian Payer ◽

Darko Štern

Keyword(s):

Reinforcement Learning ◽

Action Space ◽

Continuous Action ◽

Multi Agent ◽

Landmark Localization

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Lecture Notes in Computer Science - Information Processing in Medical ImagingLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Multimodal Self-supervised Learning for Medical Image Analysis

Knowledge Transfer for Few-Shot Segmentation of Novel White Matter Tracts

Blind Stain Separation Using Model-Aware Generative Learning and Its Applications on Fluorescence Microscopy Images

MR Slice Profile Estimation by Learning to Match Internal Patch Distributions

Estimation of Causal Effects in the Presence of Unobserved Confounding in the Alzheimer’s Continuum

EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation

Discovering Spreading Pathways of Neuropathological Events in Alzheimer’s Disease Using Harmonic Wavelets

Diffeomorphic Registration with Density Changes for the Analysis of Imbalanced Shapes

Multiple-Shooting Adjoint Method for Whole-Brain Dynamic Causal Modeling

Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space

Lecture Notes in Computer Science - Information Processing in Medical Imaging
Latest Publications