Sebastian Stober
Overview
Explore the profile of Sebastian Stober including associated specialties, affiliations and a list of published articles.
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Articles
15
Citations
148
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0
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Recent Articles
1.
Ming A, Schubert T, Marr V, Hotzsch J, Stober S, Mertens P
EClinicalMedicine
. 2024 Dec;
78:102947.
PMID: 39677357
Background: Fall(s) are a significant cause of morbidity and mortality especially amongst elderly with polyneuropathy and cognitive decline. Conventional fall risk assessment tools are prone to low predictive values and...
2.
Follmer B, Tsogias S, Biavati F, Schulze K, Bosserdt M, Hovermann L, et al.
Insights Imaging
. 2024 Oct;
15(1):250.
PMID: 39412613
Objectives: To develop and evaluate a multi-task deep-learning (DL) model for automated segment-level coronary artery calcium (CAC) scoring on non-contrast computed tomography (CT) for precise localization and quantification of calcifications...
3.
Ming A, Clemens V, Lorek E, Wall J, Alhajjar A, Galazky I, et al.
J Med Internet Res
. 2024 Oct;
26:e52323.
PMID: 39353184
Background: Detecting peripheral neuropathy (PNP) is crucial in preventing complications such as foot ulceration. Clinical examinations for PNP are infrequently provided to patients at high risk due to restrictions on...
4.
Ming A, Lorek E, Wall J, Schubert T, Ebert N, Galatzky I, et al.
Front Endocrinol (Lausanne)
. 2024 Mar;
15:1310152.
PMID: 38495786
Background: Proactive screening for cognitive dysfunction (CD) and peripheral neuropathy (PNP) in elderly patients with diabetes mellitus is essential for early intervention, yet clinical examination is time-consuming and prone to...
5.
Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images
Chatterjee S, Saad F, Sarasaen C, Ghosh S, Krug V, Khatun R, et al.
J Imaging
. 2024 Feb;
10(2).
PMID: 38392093
The outbreak of COVID-19 has shocked the entire world with its fairly rapid spread, and has challenged different sectors. One of the most effective ways to limit its spread is...
6.
Eckert D, Wicklein J, Herbst M, Dwars S, Ritschl L, Kappler S, et al.
J Med Imaging (Bellingham)
. 2023 Dec;
10(6):064003.
PMID: 38074628
Purpose: High noise levels due to low X-ray dose are a challenge in digital breast tomosynthesis (DBT) reconstruction. Deep learning algorithms show promise in reducing this noise. However, these algorithms...
7.
Puzniak R, Prabhakaran G, McLean R, Stober S, Ather S, Proudlock F, et al.
Invest Ophthalmol Vis Sci
. 2023 Oct;
64(13):14.
PMID: 37815506
Purpose: Albinism is a congenital disorder affecting pigmentation levels, structure, and function of the visual system. The identification of anatomical changes typical for people with albinism (PWA), such as optic...
8.
Follmer B, Biavati F, Wald C, Stober S, Ma J, Dewey M, et al.
Med Phys
. 2022 Jul;
49(11):7262-7277.
PMID: 35861655
Purpose: The coronary artery calcification (CAC) score is an independent marker for the risk of cardiovascular events. Automatic methods for quantifying CAC could reduce workload and assist radiologists in clinical...
9.
Vahid A, Muckschel M, Stober S, Stock A, Beste C
Commun Biol
. 2022 Feb;
5(1):148.
PMID: 35190692
Goal-directed actions frequently require a balance between antagonistic processes (e.g., executing and inhibiting a response), often showing an interdependency concerning what constitutes goal-directed behavior. While an inter-dependency of antagonistic actions...
10.
Meyer A, Ghosh S, Schindele D, Schostak M, Stober S, Hansen C, et al.
Artif Intell Med
. 2021 May;
116:102073.
PMID: 34020751
Various convolutional neural network (CNN) based concepts have been introduced for the prostate's automatic segmentation and its coarse subdivision into transition zone (TZ) and peripheral zone (PZ). However, when targeting...