TY  - THES
A1  - Schröter, Martin
T1  - Newton Methods for Image Registration
T1  - Newton-Methoden zur Bildregistrierung
N2  - Consider the situation where two or more images are taken from the same object. After taking the first image, the object is moved or rotated so that the second recording depicts it in a different manner. Additionally, take heed of the possibility that the imaging techniques may have also been changed. One of the main problems in image processing is to determine the spatial relation between such images. The corresponding process of finding the spatial alignment is called “registration”. In this work, we study the optimization problem which corresponds to the registration task. Especially, we exploit the Lie group structure of the set of transformations to construct efficient, intrinsic algorithms. We also apply the algorithms to medical registration tasks. However, the methods developed are not restricted to the field of medical image processing. We also have a closer look at more general forms of optimization problems and show connections to related tasks.
N2  - Wir betrachten Problemstellungen, in denen zwei Bilder von ein und demselben Objekt aufgenommen wurden. Nach der ersten Aufnahme hat sich allerdings das Objekt bewegt oder deformiert, so dass es sich in den nächsten Bildern auf eine andere Weise darstellt. Zudem kann sich die Aufnahmetechnik geändert haben. Eine der Hauptprobleme in der Bildverarbeitung ist es, die räumliche Korrespondenz zwischen solchen Bildern zu bestimmen. Die zugehörige Aufgabe, eine solche räumliche Übereinstimmung zu finden, nennt man "Registrierung". In dieser Arbeit untersuchen wir das mit der Registrierung verbundene Optimierungsproblem. Insbesondere nutzen wir die Lie-Gruppen-Struktur der Menge der zulässigen Transformationen aus, um effiziente, intrinsische Argorithmen zu entwickeln. Wir wenden diese dann auf Probleme der medizinischen Bildregistrierung an, jedoch sind unsere Methoden nicht auf dieses Feld beschränkt. Wir werfen auch einen genaueren Blick auf eine allgemeinere Form von Optimierungsproblemen und zeigen Verknüpfungen zu verwandten Fragestellungen auf.
KW  - Newton-Verfahren
KW  - Registrierung <Bildverarbeitung>
KW  - Stochastische Optimierung
KW  - Newton Methods
KW  - Image Registration
KW  - Stochastic Algorithms
KW  - Optimization on Lie Groups
Y1  - 2012
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-71490
ER  - 
TY  - JOUR
A1  - Schischlevskij, Pavel
A1  - Cordts, Isabell
A1  - Günther, René
A1  - Stolte, Benjamin
A1  - Zeller, Daniel
A1  - Schröter, Carsten
A1  - Weyen, Ute
A1  - Regensburger, Martin
A1  - Wolf, Joachim
A1  - Schneider, Ilka
A1  - Hermann, Andreas
A1  - Metelmann, Moritz
A1  - Kohl, Zacharias
A1  - Linker, Ralf A.
A1  - Koch, Jan Christoph
A1  - Stendel, Claudia
A1  - Müschen, Lars H.
A1  - Osmanovic, Alma
A1  - Binz, Camilla
A1  - Klopstock, Thomas
A1  - Dorst, Johannes
A1  - Ludolph, Albert C.
A1  - Boentert, Matthias
A1  - Hagenacker, Tim
A1  - Deschauer, Marcus
A1  - Lingor, Paul
A1  - Petri, Susanne
A1  - Schreiber-Katz, Olivia
T1  - Informal caregiving in amyotrophic lateral sclerosis (ALS): a high caregiver burden and drastic consequences on caregivers' lives
JF  - Brain Sciences
N2  - Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease that causes progressive autonomy loss and need for care. This does not only affect patients themselves, but also the patients’ informal caregivers (CGs) in their health, personal and professional lives. The big efforts of this multi-center study were not only to evaluate the caregivers' burden and to identify its predictors, but it also should provide a specific understanding of the needs of ALS patients' CGs and fill the gap of knowledge on their personal and work lives. Using standardized questionnaires, primary data from patients and their main informal CGs (n = 249) were collected. Patients' functional status and disease severity were evaluated using the Barthel Index, the revised Amyotrophic Lateral Sclerosis Functional Rating Scale (ALSFRS-R) and the King’s Stages for ALS. The caregivers' burden was recorded by the Zarit Burden Interview (ZBI). Comorbid anxiety and depression of caregivers were assessed by the Hospital Anxiety and Depression Scale. Additionally, the EuroQol Five Dimension Five Level Scale evaluated their health-related quality of life. The caregivers' burden was high (mean ZBI = 26/88, 0 = no burden, ≥24 = highly burdened) and correlated with patients' functional status (r\(_p\) = −0.555, p < 0.001, n = 242). It was influenced by the CGs' own mental health issues due to caregiving (+11.36, 95% CI [6.84; 15.87], p < 0.001), patients' wheelchair dependency (+9.30, 95% CI [5.94; 12.66], p < 0.001) and was interrelated with the CGs' depression (r\(_p\) = 0.627, p < 0.001, n = 234), anxiety (r\(_p\) = 0.550, p < 0.001, n = 234), and poorer physical condition (r\(_p\) = −0.362, p < 0.001, n = 237). Moreover, female CGs showed symptoms of anxiety more often, which also correlated with the patients' impairment in daily routine (r\(_s\) = −0.280, p < 0.001, n = 169). As increasing disease severity, along with decreasing autonomy, was the main predictor of caregiver burden and showed to create relevant (negative) implications on CGs' lives, patient care and supportive therapies should address this issue. Moreover, in order to preserve the mental and physical health of the CGs, new concepts of care have to focus on both, on not only patients but also their CGs and gender-associated specific issues. As caregiving in ALS also significantly influences the socioeconomic status by restrictions in CGs' work lives and income, and the main reported needs being lack of psychological support and a high bureaucracy, the situation of CGs needs more attention. Apart from their own multi-disciplinary medical and psychological care, more support in care and patient management issues is required.
KW  - amyotrophic lateral sclerosis (ALS)
KW  - informal caregiving
KW  - caregiver burden
KW  - functional status
KW  - decreasing autonomy
KW  - depression
KW  - anxiety
KW  - health-related quality of life
KW  - socioeconomic status
KW  - psychological support
Y1  - 2021
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-240981
SN  - 2076-3425
VL  - 11
IS  - 6
ER  - 
TY  - JOUR
A1  - Peseschkian, Tara
A1  - Cordts, Isabell
A1  - Günther, René
A1  - Stolte, Benjamin
A1  - Zeller, Daniel
A1  - Schröter, Carsten
A1  - Weyen, Ute
A1  - Regensburger, Martin
A1  - Wolf, Joachim
A1  - Schneider, Ilka
A1  - Hermann, Andreas
A1  - Metelmann, Moritz
A1  - Kohl, Zacharias
A1  - Linker, Ralf A.
A1  - Koch, Jan Christoph
A1  - Büchner, Boriana
A1  - Weiland, Ulrike
A1  - Schönfelder, Erik
A1  - Heinrich, Felix
A1  - Osmanovic, Alma
A1  - Klopstock, Thomas
A1  - Dorst, Johannes
A1  - Ludolph, Albert C.
A1  - Boentert, Matthias
A1  - Hagenacker, Tim
A1  - Deschauer, Marcus
A1  - Lingor, Paul
A1  - Petri, Susanne
A1  - Schreiber-Katz, Olivia
T1  - A nation-wide, multi-center study on the quality of life of ALS patients in Germany
JF  - Brain Sciences
N2  - Improving quality of life (QoL) is central to amyotrophic lateral sclerosis (ALS) treatment. This Germany-wide, multicenter cross-sectional study analyses the impact of different symptom-specific treatments and ALS variants on QoL. Health-related QoL (HRQoL) in 325 ALS patients was assessed using the Amyotrophic Lateral Sclerosis Assessment Questionnaire 5 (ALSAQ-5) and EuroQol Five Dimension Five Level Scale (EQ-5D-5L), together with disease severity (captured by the revised ALS Functional Rating Scale (ALSFRS-R)) and the current care and therapies used by our cohort. At inclusion, the mean ALSAQ-5 total score was 56.93 (max. 100, best = 0) with a better QoL associated with a less severe disease status (β = −1.96 per increase of one point in the ALSFRS-R score, p < 0.001). “Limb-onset” ALS (lALS) was associated with a better QoL than “bulbar-onset” ALS (bALS) (mean ALSAQ-5 total score 55.46 versus 60.99, p = 0.040). Moreover, with the ALSFRS-R as a covariate, using a mobility aid (β = −7.60, p = 0.001), being tracheostomized (β = −14.80, p = 0.004) and using non-invasive ventilation (β = −5.71, p = 0.030) were associated with an improved QoL, compared to those at the same disease stage who did not use these aids. In contrast, antidepressant intake (β = 5.95, p = 0.007), and increasing age (β = 0.18, p = 0.023) were predictors of worse QoL. Our results showed that the ALSAQ-5 was better-suited for ALS patients than the EQ-5D-5L. Further, the early and symptom-specific clinical management and supply of assistive devices can significantly improve the individual HRQoL of ALS patients. Appropriate QoL questionnaires are needed to monitor the impact of treatment to provide the best possible and individualized care.
KW  - Amyotrophic Lateral Sclerosis (ALS)
KW  - Amyotrophic Lateral Sclerosis Assessment Questionnaire 5 (ALSAQ-5)
KW  - ALS treatment
KW  - “bulbar-onset” ALS (bALS)
KW  - “limb-onset” ALS (lALS)
KW  - EuroQol Five Dimension Five Level Scale (EQ-5D-5L)
KW  - health-related quality of life (HRQoL)
KW  - quality of life (QoL)
KW  - symptom-specific treatment
KW  - assistive devices
Y1  - 2021
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-234147
SN  - 2076-3425
VL  - 11
IS  - 3
ER  -