Julien Schroeter

University Hospital Schleswig-Holstein — Germany

Computer Science · Physical Sciences

5h-index73citations17works0.02yr avg
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Research Topics

Anomaly Detection Techniques and Applications(3), Advanced Neural Network Applications(2), Human Pose and Action Recognition(2), Music and Audio Processing(2), Digital Imaging for Blood Diseases(2)

Publications17 total

GAIT ANALYSIS IN YOUR HAND: FEASIBILITY STUDY EVALUATING AN AI APPROACH TO GAIT ANALYSIS USING MONOCULAR VIDEO FROM MOBILE PHONES
Orthopaedic Proceedings·2024
Estimating individual treatment effect on disability progression in multiple sclerosis using deep learning
Nature Communications·2022· 31 citedOpen Access
Heatmap Regression for Lesion Detection using Pointwise Annotations
arXiv (Cornell University)·2022Open Access
Deep Learning Prediction of Response to Disease Modifying Therapy in Primary Progressive Multiple Sclerosis (P1-1.Virtual)
Neurology·2022
Segmentation-Consistent Probabilistic Lesion Counting
arXiv (Cornell University)·2022Open Access
Heatmap Regression for Lesion Detection Using Pointwise Annotations
Lecture notes in computer science·2022
Estimating treatment effect for individuals with progressive multiple sclerosis using deep learning
2021· 1 citedOpen Access
Learning Precise Temporal Point Event Detection with Misaligned Labels
Proceedings of the AAAI Conference on Artificial Intelligence·2021Open Access
Poisson-Binomial counting for learning prediction sparsity
ORCA Online Research @Cardiff (Cardiff University)·2021· 1 citedOpen Access
Learning Multi-instance Sub-pixel Point Localization
Lecture notes in computer science·2021· 8 citedOpen Access
Robust temporal point event localization through smoothing and counting
ORCA Online Research @Cardiff (Cardiff University)·2020
SoftLoc: Robust Temporal Localization under Label Misalignment
2019· 2 cited
BETWEEN IMAGES AND BUILT FORM:AUTOMATING THE RECOGNITION OF STANDARDISED BUILDING COMPONENTS USING DEEP LEARNING
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2019· 10 citedOpen Access
Weakly-Supervised Temporal Localization via Occurrence Count Learning
ORCA Online Research @Cardiff (Cardiff University)·2019· 5 citedOpen Access
Computational Paralinguistics: Automatic Assessment of Emotions, Mood and Behavioural State from Acoustics of Speech
2018· 14 cited
New Approach for Computation of predictive, fuel efficient Vehicle Operation Strategies based on a self-learning Algorithm
2011· 1 cited
Integrated modular maneuver and road based optimization environment regarding a new method
2011

Frequent Co-authors

Tal Arbel(6), Douglas L. Arnold(6), Kirill Sidorov(6), Jean-Pierre Falet(3), Joshua Durso-Finley(3), Brennan Nichyporuk(3), Francesca Bovis(3), Maria Pia Sormani(3), Doina Precup(3), David Marshall(3), Chelsea Myers-Colet(3), Albert Albers(2), Zafi Sherhan Syed(1), Camilla Pezzica(1), Oriel Prizeman(1), Christopher B. Jones(1), Paul L. Rosin(1), Tinne Tuytelaars(1), AD Marshall(1), D. Marshall(1)