Lecture Notes in Computer Science - Information Processing in Medical Imaging
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Published By Springer International Publishing

9783030781903, 9783030781910

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

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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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):

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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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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 ◽

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Representation Disentanglement for Multi-modal Brain MRI Analysis

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

10.1007/978-3-030-78191-0_25 ◽

2021 ◽

pp. 321-333

Author(s):

Jiahong Ouyang ◽

Ehsan Adeli ◽

Kilian M. Pohl ◽

Qingyu Zhao ◽

Greg Zaharchuk

Keyword(s):

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