Julia Krüger

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Venues

CoRR

Medical Imaging: Image Processing

Int. J. Comput. Assist. Radiol. Surg.

HCI (3)

Hong Kong Polytechnic University, Hung Hom, Hong Kong (PHD)

Education History

Hong Kong Polytechnic University, Hung Hom, Hong Kong

PHD

Publications

Jan Ehrhardt, Hristina Uzunova, Paul Kaftan, Julia Krüger, Roland Opfer, Heinz Handels
Abstract: Focused Unsupervised Image Registration for Structure-specific Population Analysis. Bildverarbeitung für die Medizin (2024)
Finn Behrendt, Debayan Bhattacharya, Lennart Maack, Julia Krüger, Roland Opfer, Robin Mieling, Alexander Schlaefer
Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection. CoRR (2024)
Finn Behrendt, Debayan Bhattacharya, Robin Mieling, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer
Leveraging the Mahalanobis Distance to enhance Unsupervised Brain MRI Anomaly Detection. CoRR (2024)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI. MIDL (2023)
Finn Behrendt, Debayan Bhattacharya, Robin Mieling, Lennart Maack, Julia Krüger, Roland Opfer, Alexander Schlaefer
Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs. CoRR (2023)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI. CoRR (2023)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Nodule Detection in Chest Radiographs with Unsupervised Pre-Trained Detection Transformers. ISBI (2023)
Ingo Siegert, Matthias Busch, Susanne Metzner, Julia Krüger
Voice Assistants for Therapeutic Support - A Literature Review. HCI (42) (2023)
Matthias Haase, Julia Krüger, Ingo Siegert
User Perspective on Anonymity in Voice Assistants. HCI (42) (2023)
Marcel Bengs, Finn Behrendt, Max-Heinrich Laves, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised anomaly detection in 3D brain MRI using deep learning with multi-task brain age prediction. Medical Imaging: Computer-Aided Diagnosis (2022)
Ingo Siegert, Matthias Busch, Susanne Metzner, Florian Junne, Julia Krüger
Music-Guided Imagination and Digital Voice Assistant - Study Design and First Results on the Application of Voice Assistants for Music-Guided Stress Reduction. HCI (36) (2022)
Finn Behrendt, Marcel Bengs, Frederik Rogge, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data. CoRR (2022)
Finn Behrendt, Marcel Bengs, Frederik Rogge, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised Anomaly Detection in 3D Brain MRI Using Deep Learning with Impured Training Data. ISBI (2022)
Marcel Bengs, Finn Behrendt, Max-Heinrich Laves, Julia Krüger, Roland Opfer, Alexander Schlaefer
Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction. CoRR (2022)
Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs. CoRR (2022)
Marcel Bengs, Finn Behrendt, Julia Krüger, Roland Opfer, Alexander Schlaefer
3-Dimensional Deep Learning with Spatial Erasing for Unsupervised Anomaly Segmentation in Brain MRI. CoRR (2021)
Ingo Siegert, Norman Weißkirchen, Julia Krüger, Oleg Akhtiamov, Andreas Wendemuth
Admitting the addressee detection faultiness of voice assistants to improve the activation performance using a continuous learning framework. Cogn. Syst. Res. 70 (2021)
Marcel Bengs, Finn Behrendt, Julia Krüger, Roland Opfer, Alexander Schlaefer
Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI. Int. J. Comput. Assist. Radiol. Surg. 16 (9) (2021)
Julia Krüger, Sandra Schultz, Heinz Handels, Jan Ehrhardt
Registration with probabilistic correspondences - Accurate and robust registration for pathological and inhomogeneous medical data. Comput. Vis. Image Underst. 190 (2020)
Nils Gessert, Marcel Bengs, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Sven Schippling, Alexander Schlaefer
4D Deep Learning for Multiple Sclerosis Lesion Activity Segmentation. CoRR (2020)
Nils Gessert, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Hagen H. Kitzler, Sven Schippling, Alexander Schlaefer
Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs. CoRR (2020)
Nils Gessert, Julia Krüger, Roland Opfer, Ann-Christin Ostwaldt, Praveena Manogaran, Hagen H. Kitzler, Sven Schippling, Alexander Schlaefer
Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNs. Comput. Medical Imaging Graph. 84 (2020)
Sandra Schultz, Julia Krüger, Heinz Handels, Jan Ehrhardt
Bayesian inference for uncertainty quantification in point-based deformable image registration. Medical Imaging: Image Processing (2019)
Julia Krüger, Jan Ehrhardt, Sandra Schultz, Heinz Handels
A probabilistic approach for the registration of images with missing correspondences. Medical Imaging: Image Processing (2019)
Julia Krüger, Jan Ehrhardt, Heinz Handels
Abstract: Probabilistic Appearance Models for Medical Image Analysis. Bildverarbeitung für die Medizin (2018)
Julia Krüger, Jan Ehrhardt, Heinz Handels
Statistical appearance models based on probabilistic correspondences. Medical Image Anal. 37 (2017)
Olga Egorow, Alicia Flores Lotz, Ingo Siegert, Ronald Böck, Julia Krüger, Andreas Wendemuth
Accelerating manual annotation of filled pauses by automatic pre-selection. ICCT (2017)
Mathias Wahl, Julia Krüger, Jörg Frommer
Users' Sense-Making of an Affective Intervention in Human-Computer Interaction. HCI (3) (2016)
Julia Krüger, Mathias Wahl, Jörg Frommer
Users' Relational Ascriptions in User-Companion Interaction. HCI (3) (2016)
Ingo Siegert, Julia Krüger, Matthias Haase, Alicia Flores Lotz, Stephan Günther, Jörg Frommer, Dietmar F. Rösner, Andreas Wendemuth
Discourse Particles in Human-Human and Human-Computer Interaction - Analysis and Evaluation. HCI (1) (2016)
Dietmar F. Rösner, Matthias Haase, Thomas Bauer, Stephan Günther, Julia Krüger, Jörg Frommer
Desiderata for the Design of Companion Systems - Insights from a Large Scale Wizard of Oz Experiment. Künstliche Intell. 30 (1) (2016)
Julia Krüger, Jan Ehrhardt, Heinz Handels
Multi-level approach for statistical appearance models with probabilistic correspondences. Medical Imaging: Image Processing (2016)
Swantje Ferchow, Matthias Haase, Julia Krüger, Matthias Vogel, Mathias Wahl, Jörg Frommer
Speech Matters - Psychological Aspects of Artificial versus Anthropomorphic System Voices in User-Companion Interaction. HCI (18) (2016)
Martin Krippl, Matthias Haase, Julia Krüger, Jörg Frommer
Smiling in a Wizard of Oz Experiment: Emotional vs. Social Smiles, General Effects and Sex Differences. HCI (1) (2016)
Julia Krüger, Mathias Wahl, Jörg Frommer
Ideal Types of Users based on Subjective Experiences of Individualization-focused User-Companion Interaction. ISCT (2015)
Mathias Wahl, Julia Krüger, Jörg Frommer
Well-intended, but not Well Perceived: Anger and Shame in Reaction to an Affect-oriented Intervention Applied in User-Companion Interaction. ISCT (2015)
Kim Hartmann, Julia Krüger, Jörg Frommer, Andreas Wendemuth
NaLMC: A Database on Non-acted and Acted Emotional Sequences in HCI. ICMI (2015)
Matthias Wilms, Julia Krüger, Mirko Marx, Jan Ehrhardt, Arpad Bischof, Heinz Handels
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods. Medical Imaging: Computer-Aided Diagnosis (2015)
Julia Krüger, Jan Ehrhardt, Heinz Handels
Probabilistic Appearance Models for Segmentation and Classification. ICCV (2015)
Jan Ehrhardt, Julia Krüger, Heinz Handels
Statistical shape and appearance models without one-to-one correspondences. Medical Imaging: Image Processing (2014)
Julia Krüger, Jan Ehrhardt, Arpad Bischof, Heinz Handels
Simulation of mammographic breast compression in 3D MR images using ICP-based B-spline deformation for multimodality breast cancer diagnosis. Int. J. Comput. Assist. Radiol. Surg. 9 (3) (2014)
Julia Krüger, Jan Ehrhardt, Arpad Bischof, Heinz Handels
Breast compression simulation using ICP-based B-spline deformation for correspondence analysis in mammography and MRI datasets. Medical Imaging: Image Processing (2013)
Julia Krüger, Jan Ehrhardt, Arpad Bischof, Heinz Handels
Simulation mammographischer Brustkompression zur Generierung von MRT-Projektionsbildern. Bildverarbeitung für die Medizin (2013)
Julia Krüger, Jan Ehrhardt, Arpad Bischof, Jörg Barkhausen, Heinz Handels
Automatische Bestimmung von 2D/3D-Korrespondenzen in Mammographie- und Tomosynthese-Bilddaten. Bildverarbeitung für die Medizin (2012)
Jan Ehrhardt, Julia Krüger, Arpad Bischof, Jörg Barkhausen, Heinz Handels
Automatic correspondence detection in mammogram and breast tomosynthesis images. Medical Imaging: Image Processing (2012)

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Publication Activity (10 Years)

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Julia Krüger