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Sebastian Stober

Humboldt University of Berlin

18H-index
152Paper Count
1.3KCitation Count
Published Papers 14
Publication Date
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From Lines to Shapes: Geometric-Constrained Segmentation of X-Ray Collimators via Hough Transform
errSIMULATION AND SYNTHESIS IN MEDICAL IMAGING, SASHIMI 2025
IF0
err2026-01-01
err0
PREAI
errEl-Zein, Benjamin; Eckert, Dominik; Fieselmann, Andreas; Syben, Christopher; Ritschl, Ludwig; Kappler, Steffen; Stober, Sebastian
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Guided Active Learning for Medical Image Segmentation
errHUMAN-AI COLLABORATION, HAIC 2025
IF0
err2026-01-01
err0
PREAI
errFoellmer, Bernhard; Serafimoskil, Vladimir; Schulzel, Kenrick; Biavatil, Federico; Stober, Sebastian; Samek, Wojciech; Dewey, Marc
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errSave
Video game-based application for fall risk assessment: a proof-of-concept cohort study
errECLINICALMEDICINE
IF10
err2024-12-01
err0
PREAI
errMing, Antao; Schubert, Tanja; Marr, Vanessa; Hoetzsch, Jaqueline; Stober, Sebastian; Mertens, Peter R.
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Automated segment-level coronary artery calcium scoring on non-contrast CT: a multi-task deep-learning approach
errINSIGHTS INTO IMAGING
IF4.5
err2024-10-16
err1
errOAAI
errFoellmer, Bernhard; Tsogias, Sotirios; Biavati, Federico; Schulze, Kenrick; Bosserdt, Maria; Hoevermann, Lars Gerrit; Stober, Sebastian; Samek, Wojciech; Kofoed, Klaus F.; Maurovich-Horvat, Pal; Donnelly, Patrick; Benedek, Theodora; Williams, Michelle C.; Dewey, Marc
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Game-Based Assessment of Peripheral Neuropathy CombiningSensor-Equipped Insoles, Video Games, and AI:Proof-of-ConceptStudy
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2024-10-01
err1
errOAAI
errMing, Antao; Clemens, Vera; Lorek, Elisabeth; Wall, Janina; Alhajjar, Ahmad; Galazky, Imke; Baum, Anne-Katrin; Li, Yang; Li, Meng; Stober, Sebastian; Mertens, Nils David; Mertens, Peter Rene
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Unveiling peripheral neuropathy and cognitive dysfunction in diabetes: an observational and proof-of-concept study with video games and sensor-equipped insoles
errFRONTIERS IN ENDOCRINOLOGY
IF4.6
err2024-03-01
err3
errOAAI
errMing, Antao; Lorek, Elisabeth; Wall, Janina; Schubert, Tanja; Ebert, Nils; Galatzky, Imke; Baum, Anne-Katrin; Glanz, Wenzel; Stober, Sebastian; Mertens, Peter R.
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CHIASM-Net: Artificial Intelligence-Based Direct Identification of Chiasmal Abnormalities in Albinism
errINVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE
IF4.7
err2023-10-10
err0
errOAAI
errPuzniak, Robert J.; Prabhakaran, Gokulraj T.; McLean, Rebecca J.; Stober, Sebastian; Ather, Sarim; Proudlock, Frank A.; Gottlob, Irene; Dineen, Robert A.; Hoffmann, Michael B.
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Active multitask learning with uncertainty-weighted loss for coronary calcium scoring
errMEDICAL PHYSICS
IF3.2
err2022-08-11
err6
errOAAI
errFoellmer, Bernhard; Biavati, Federico; Wald, Christian; Stober, Sebastian; Ma, Jackie; Dewey, Marc; Samek, Wojciech
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errSave
Conditional generative adversarial networks applied to EEG data can inform about the inter-relation of antagonistic behaviors on a neural level
errCOMMUNICATIONS BIOLOGY
IF5.1
err2022-02-21
err12
errOAAI
errVahid, Amirali; Mueckschel, Moritz; Stober, Sebastian; Stock, Ann-Kathrin; Beste, Christian
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errSave
Uncertainty-aware temporal self-learning (UATS): Semi-supervised learning for segmentation of prostate zones and beyond
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2021-06-01
err14
errOAAI
errMeyer, Anneke; Ghosh, Suhita; Schindele, Daniel; Schostak, Martin; Stober, Sebastian; Hansen, Christian; Rak, Marko
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errSave
Automatic prostate and prostate zones segmentation of magnetic resonance images using DenseNet-like U-net
errSCIENTIFIC REPORTS
IF3.9
err2020-08-31
err98
errOAAI
errAldoj, Nader; Biavati, Federico; Michallek, Florian; Stober, Sebastian; Dewey, Marc
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errSave
Applying deep learning to single-trial EEG data provides evidence for complementary theories on action control
errCOMMUNICATIONS BIOLOGY
IF5.1
err2020-03-09
err58
errOAAI
errVahid, Amirali; Mueckschel, Moritz; Stober, Sebastian; Stock, Ann-Kathrin; Beste, Christian
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errSave
Deep Learning Based on Event-Related EEG Differentiates Children with ADHD from Healthy Controls
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2019-07-19
err73
errOAAI
errVahid, Amirali; Bluschke, Annet; Roessner, Veit; Stober, Sebastian; Beste, Christian
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errSave
Adaptive music retrieval-a state of the art
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2012-03-06
err14
PREAI
errStober, Sebastian; Nuernberger, Andreas
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Christian Beste
H-index: 67 · Papers: 653
V
Veit Roessner
H-index: 64 · Papers: 523
K
Klaus F. Kofoed
H-index: 62 · Papers: 505
P
Peter R. Mertens
H-index: 61 · Papers: 396
M
Marc Dewey
H-index: 55 · Papers: 422
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