Contribution to a book

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2025-06-13
09:20
[DZNE-2025-00709] Contribution to a conference proceedings/Contribution to a book
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Equivariant Bootstrap for Uncertainty Quantification in Image Classification
Scale Space and Variational Methods in Computer Vision / Bubba, Tatiana A. (Editor) [https://orcid.org/0000-0003-0020-9210] ; Cham : Springer Nature Switzerland, 2025, Chapter 17 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-92365-4=978-3-031-92366-1 ; doi:10.1007/978-3-031-92366-1
Scale Space and Variational Methods in Computer Vision, SSVM 2025, DartingtonDartington, UK, 18 May 2025 - 22 May 20252025-05-182025-05-22
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15667, 214 - 226 () [10.1007/978-3-031-92366-1_17]

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2025-06-13
09:17
[DZNE-2025-00708] Contribution to a book
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Protein Transport from Synapse-to-Nucleus and the Regulation of Gene Expression
Transcriptional Regulation by Neuronal Activity / Saha, Ramendra N. (Editor) [https://orcid.org/0000-0002-5494-2584] ; Cham : Springer Nature Switzerland, 2024, Chapter 3 ; ISBN: 978-3-031-68549-1 ; doi:10.1007/978-3-031-68550-7 Cham : Springer Nature Switzerland 85 - 111 () [10.1007/978-3-031-68550-7_3]
The communication between synapses and the neuronal nucleus has attracted substantial interest over the years. This interest is primarily driven by the hypothesis that synapse-to-nucleus signaling, initiated from both pre- and postsynaptic sites, could selectively trigger the expression of genes responsible for the consolidation of long-term memory. [...]

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2025-05-30
13:10
[DZNE-2025-00654] Contribution to a book

Advances in cognitive testing
Early Detection in Alzheimer' s Disease / Berron, David ; : Elsevier, 2025, ; ISBN: 9780128222409 ; doi:10.1016/B978-0-12-822240-9.00009-0 Elsevier 161 - 184 () [10.1016/B978-0-12-822240-9.00009-0]
Recent developments in Alzheimer's disease biomarkers have significantly improved the early detection of Alzheimer's disease pathology (Hansson et al., 2023; Ossenkoppele and Hansson, 2021; Zetterberg and Blennow, 2021) [1-3]. However, while biomarkers for Alzheimer's disease can indicate the underlying brain pathology and have some predictive value for future cognitive decline, they do not provide information about cognitive Alzheimer's disease phenotypes, particularly in early disease stages (Dubois et al., 2021) [4], nor do they represent optimal measures of disease progression. [...]
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2025-05-30
13:09
[DZNE-2025-00653] Contribution to a book
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Advances in imaging
Early Detection in Alzheimer' s Disease / Düzel, Emrah ; : Elsevier, 2025, ; ISBN: 9780128222409 ; doi:10.1016/B978-0-12-822240-9.00015-6 Elsevier 123 - 148 () [10.1016/B978-0-12-822240-9.00015-6]
Advances in magnetic resonance imaging (MRI) technology have profoundly transformed our ability to accurately measure brain structures and conduct long-term monitoring of their changes, elucidating the intricate interplay between brain structure, cognition, and health status in response to aging and neurodegeneration. To date, it is clear that volumetric MRI measurements explain a significant portion of the heterogeneity in individuals' cognitive performance and reflect the impact of pathology on the brain. [...]
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2025-05-22
15:23
[DZNE-2025-00630] Contribution to a conference proceedings/Contribution to a book
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Preface
Patch-Based Techniques in Medical Imaging / Bai, Wenjia (Editor) ; Cham : Springer International Publishing, 2018, ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-00499-6=978-3-030-00500-9 ; doi:10.1007/978-3-030-00500-9
Patch-Based Techniques in Medical Imaging, Patch-MI 2018, GranadaGranada, Spain, 20 Sep 2018 - 20 Sep 20182018-09-202018-09-20
Cham : Springer International Publishing, Lecture Notes in Computer Science 11075, V - VI ()
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2025-05-16
12:45
[DZNE-2025-00616] Contribution to a conference proceedings/Contribution to a book
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Boost the adversarial learning with Fourier regulator: bias-field correction on MRI
Medical Imaging 2025: Image Processing : [Proceedings] - SPIE, 2025. - ISBN 97815106859019781510685901 - doi:10.1117/12.3047299
SPIE Medical Imaging 2025: Image Processing, San DiegoSan Diego, United States, 16 Feb 2025 - 21 Feb 20252025-02-162025-02-21
SPIE 134060Y () [10.1117/12.3047299]
In magnetic resonance imaging, signal intensity inhomogeneities due to intrinsic bias field pose a significant challenge for automated medical image analysis. Conventional methods to mitigate these effects, such as N4ITK, are time-consuming and unstable. [...]

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2025-05-02
14:30
[DZNE-2025-00582] Contribution to a book
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Material Poverty and Symbolic Precarity
Cultural Psychology / Wolfradt, Uwe (Editor) ; Wiesbaden : Springer Fachmedien Wiesbaden, 2024, Chapter 29 ; ISBN: 978-3-658-45154-7 ; doi:10.1007/978-3-658-45155-4 Wiesbaden : Springer Fachmedien Wiesbaden 297 - 305 () [10.1007/978-3-658-45155-4_29]
Viewing material poverty as a cultural phenomenon expands the possibilities for understanding in psychological and sociological poverty research. This chapter explains how the phenomenon of poverty can be viewed from a cultural psychological perspective. [...]

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2025-04-02
10:44
[DZNE-2025-00484] Contribution to a conference proceedings/Contribution to a book
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Evaluating the Fidelity of Explanations for Convolutional Neural Networks in Alzheimer’s Disease Detection
Bildverarbeitung für die Medizin 2025 / Palm, Christoph (Editor) [https://orcid.org/0000-0001-9468-2871] ; Wiesbaden : Springer Fachmedien Wiesbaden, 2025, Chapter 18 ; ISSN: 1431-472X=2628-8958 ; ISBN: 978-3-658-47421-8=978-3-658-47422-5 ; doi:10.1007/978-3-658-47422-5
German Conference on Medical Image Computing, RegensburgRegensburg, Germany, 9 Mar 2025 - 11 Mar 20252025-03-092025-03-11
Wiesbaden : Springer Fachmedien Wiesbaden, Informatik aktuell 76 - 81 () [10.1007/978-3-658-47422-5_18]
The black-box nature of deep learning still prevents its widespread clinical use due to the high risk of hidden biases and prediction errors. Over the last decade, various explanation methods have been proposed to reveal the latent mechanisms of neural networks and support their decisions. [...]

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2025-03-24
13:10
[DZNE-2025-00460] Journal Article/Contribution to a conference proceedings/Contribution to a book
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Preface
Shape in Medical Imaging / Reuter, Martin (Editor) [0000-0002-2665-9693] ; Cham : Springer International Publishing, 2018, ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-04746-7=978-3-030-04747-4 ; doi:10.1007/978-3-030-04747-4
International Workshop on Shape in Medical Imaging, ShapeMI, GranadaGranada, Spain, 20 Sep 20182018-09-20
Lecture notes in computer science LNCS 11167, () [10.1007/978-3-030-04747-4]
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2025-03-24
13:04
[DZNE-2025-00459] Journal Article/Contribution to a conference proceedings/Contribution to a book
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DLMIA 2018 Preface
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support / Stoyanov, Danail (Editor) ; Cham : Springer International Publishing, 2018, ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-00888-8=978-3-030-00889-5 ; doi:10.1007/978-3-030-00889-5
4th International Workshopon Deep Learning in Medical Image Analysis, DLMIA, GranadaGranada, Spain, 20 Sep 20182018-09-20
Lecture notes in computer science 11045 LNCS, VII ()
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