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Presentations at scientific and public conferences

Hadzic, A; Kirnbauer, B; Stern, D; Urschler, M Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP). 2024; 3: 290-297.-VISAPP; FEB 27-29, 2024; Rome, ITALY. [Poster]

Thaler, F; Stern, D; Plank, G; Urschler, M Augmentation-based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation
CARE Challenge Workshop at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI); OCT 10, 2024; Marrakesch, MAROKKO. 2024. [Poster]

Thaler, F; Stern, D; Plank, G; Urschler, M LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation.
CARE Challenge Workshop at the International Conference on Medical Image Computing and Computer Assisted Intervention; OCT 10, 2024; Marrakesch, MAROKKO. 2024. [Oral Communication]

Kirnbauer,B; Hadzic, A; Jakse, N; Bischof, H; Stern, D Automatic Detection of Periapical Osteolytic Lesions on CBCT Using Deep CNNs
AICI Forum; NOV 4-5, 2022; 2022. [Oral Communication]

Kasseroller, K; Thaler, F; Payer, C; Stern, D Collaborative Multi-agent Reinforcement Learning for Landmark Localization Using Continuous Action Space
Proceedings of the 27th International Conference on Information Processing in Medical Imaging. 2021; -International Conference on Information Processing in Medical Imaging; JUN 28-30, 2021; Bornholm, Denmark. [Onlinepräsentation]

Maximilian Sackl, Alina Dima, Christian Payer, Darko Štern, Reinhold Schmidt, Stefan Ropele Improved Automated Hippocampus Segmentation using Deep Neural Networks
Proceedings of the 2021 ISMRM & SMRT Annual Meeting & Exhibition. 2021; -2021 ISMRM & SMRT Annual Meeting & Exhibition; May 15-20, 2021; Concord, CA, USA. [Poster]

Thaler, F; Payer, C; Bischof, H; Stern, D Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements
arXiv preprint arXiv:2111.13630. 2021; -MICCAI 2021 FLARE Challenge: Fast and Low GPU Memory Abdominal Organ Segmentation; OCT 1, 2021; Strasbourg, FRANCE. [Onlinepräsentation]

Bayat, A; Sekuboyina, A; Paetzold, JC; Payer, C; Stern, D; Urschler, M; Kirschke, JS; Menze, BH Inferring the 3D Standing Posture from 2D Radiographs
Lecture Notes in Computer Science, Springer, Cham. 2020; 12266: 775-784.-23rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI); OCT 4-8, 2020; Lima, PERU. [Poster]
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Payer, C; Stern, D; Bischof, H; Urschler, M Coarse to Fine Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP. 2020; 124-133.-15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2020); FEB 27-29, 2020; Valletta, MALTA. [Oral Communication]
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Payer, C; Urschler, M; Bischof, H; Stern, D Uncertainty Estimation in Landmark Localization Based on Gaussian Heatmaps
Lecture Notes in Computer Science, Springer, Cham. 2020; 12443: 42-51.-2nd International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (UNSURE 2020); OCT 4-8, 2020; Lima, PERU. [Oral Communication]
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Plank, G; Gillette, K; Gsell, MAF; Marx, L; Stern, D; Caforio, F; Niestrawska, J; Augustin, CM; Creating Cardiac Digital Twins for Clinical Applications
VPH2020 Conference; AUG 24-28, 2020; Paris. 2020. [Keynote lecture]
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Bonheur, S; Štern, D; Payer, C; Pienn, M; Olschewski, H; Urschler M Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network.
Shen D. et al. (eds) Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. MICCAI 2019. Lecture Notes in Computer Science, vol 11768. Springer, Cham. 2019; 664-672.-22nd International Conference on Medical Image Computing and Computer Assisted Intervention; OCT 13-17, 2019; Shenzhen, CHINA. (ISBN: 978-3-030-32253-3 ) [Poster]
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Payer, C; Stern, D; Urschler, M Evaluating Spatial Configuration Constrained CNNs for Localizing Facial and Body Pose Landmarks
Proceedings IEEE 2019 International Conference on Image and Vision Computing New Zealand (IVCNZ). 2019; -2019 International Conference in Image and Vision Computing New Zealand (IVCNZ); DEC 2-4, 2019; Dunedin, NEW ZEALAND. [Oral Communication]
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Neff, T; Payer, C; Stern, D; Urschler, M Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation
Proceedings of the OAGM Workshop 2018: Medical Image Analysis. 2018; 22-29.-OAGM Workshop 2018; MAY, 2018; Hall/Tyrol, AUSTRIA. [Poster]

Payer C; Stern, D; Bischof, H; Urschler, M Multi-Label Whole Heart Segmentation Using Anatomical Label Configurations and CNNs
Proceedings of the OAGM Workshop 2018: Medical Image Analysis. 2018; 6--OAGM Workshop 2018; MAY, 2018; Hall/Tyrol, AUSTRIA. [Oral Communication]

Payer, C; Stern, D; Neff, T; Bischof, H; Urschler, M Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks
Lecture Notes of Computer Science (LNCS). 2018; 11071: 3-11.-Medical Image Computing and Computer-Assisted Intervention - MICCAI 2018; SEP, 2018; Granada, SPAIN. [Oral Communication]
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Thaler F; Hammernik, K; Payer, C; Urschler, M; Stern, D Sparse-View CT Reconstruction Using Wasserstein GANs
Lecture Notes of Computer Science (LNCS). 2018; 11074: 75-82.-Machine Learning for Medical Image Reconstruction (MLMIR) Workshop at MICCAI 2018; SEP, 2018; Granada, SPAIN. [Poster]
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Thaler, F; Payer, C; Štern, D Volumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNs.
Proceedings of the OAGM Workshop, pp. 13-19. 2018.. 2018; 13-19.-OAGM Workshop; MAY 16-17, 2018; Hall/Tyrol, AUSTRIA. [Oral Communication]
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Payer, C; Neff, T; Bischof, H; Urschler, M; Stern, D Simultaneous Multi-Person Detection and Single-Person Pose Estimation with a Single Heatmap Regression Network
PoseTrack Challenge - ICCV 2017. 2017; -International Conference on Computer Vision (ICCV) Workshops; OCT 23, 2017; Venice, ITALY.
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Payer, C; Stern, D; Bischof, H; Urschler, M Multi-Label Whole Heart Segmentation Using Anatomical Label Configuration
Proceedings of STACOM/MMWHS Workshop 2017. 2017; -STACOM MICCAI Workshop; SEP, 2017; Quebec City, CANADA. [Oral Communication]

Urschler, M; Stern, D Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning
6th Congress of the International Society of Forensic Radiology and Imaging (ISFRI); MAY 11-13, 2017; Odense, DENMARK. 2017. [Oral Communication]

Stern, D; Bornik, A; Urschler, M Fortschritte bei der automatisierten Altersschätzung Jugendlicher aus MRT Daten.
Rechtsmedizin. 2016; 26(4):403-403.-95. Jahrestagung der Deutschen Gesellschaft für Rechtsmedizin; AUG 30 - SEP 3, 2016; Heidelberg, GERMANY. [Poster]

Riegler, G; Urschler, M; Rüther, M; Bischof, H; Stern, D Anatomical landmark detection in medical applications driven by synthetic data
2015 IEEE International Conference on Computer Vision Workshops. 2015; 85-89.-TASK-CV: Transferring and Adapting Source Knowledge in Computer Vision; DEC 11, 2015; Santiago de Chile, CHILE. [Poster]
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Stern, D; Urschler, M Regression Forest for Automatic Age Estimation from Hand Magnetic Resonance Images
OAGM/AAPR Workshop 2015; MAY 28-29, 2015; Salzburg, AUSTRIA. 2015. [Oral Communication]
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Stern, D; Urschler, M Learning-based Information Fusion for Fully Automatic MRI Age Estimation
. 2015; -ICCV Workshop FACV: Forensic Applications in Computer Vision; DEC 11, 2015; Santiago de Chile, CHILE. [Oral Communication]
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Urschler, M; Grassegger, S; Stern, D Was die automatische Altersschätzung von Hand MRT Daten über die skeletale Reifung in männlichen Jugendlichen erzählt
Rechtsmedizin. 2015; 25(4):358-358.-94. Jahrestagung Deutsche Gesellschaft für Rechtsmedizin; SEP 15-19, 2015; Leipzig, GERMANY. [Oral Communication]

Urschler, M; Hammernik, K; Ebner, T; Stern, D Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images based on Regression Forests and Active Contours
CSI 2015. 2015; -3rd MICCAI Workshop & Challenge: Computational Methods and Clinical Applications for Spine Imaging; OCT 5, 2015; Munich, GERMANY. [Oral Communication]

Hammernik, K; Ebner, T; Stern, D; Urschler, M; Pock, T Vertebrae Segmentation in 3D CT Images based on a Variational Framework
Proceedings of the. 2014; -MICCAI Workshop Computational Methods and Clinical Applications in Spine Imaging (CSI); SEP 13, 2014; Boston, USA. [Oral Communication]

Stern, D; Ebner, T; Bischof, H; Urschler, M Determination of legal majority age from 3D magnetic resonance images of the radius bone
Proceedings of the. 2014; -International Symposium Biomedical Imaging (ISBI); APR 29-MAY 2, 2014; Beijing, CHINA. [Oral Communication]

Stern, D; Ebner, T; Scheurer, E; Urschler, M Legal Majority Age Determination from MR Images of the Radius Bone.
Proceedings of the ISMRM-ESMRMB Joint Annual Meeting. 2014; -ISMRM-ESMRMB Joint Annual Meeting; MAY 10-16, 2014; Milano, ITALY. [Poster]

Stern, D; Grassegger, S; Ehammer, T; Urschler, M Machine learning based automatic bone age estimation for MRI images of the left hand
55th Annual Society for the Study of Human Biology Symposium. 2014; -Society for the Studies of Human Biology Symposium on Age Estimation; DEC 9-11, 2014; Oxford, UK. [Oral Communication]
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Urschler, M; Grassegger, S; Ehammer, T; Stern, D Fusion of automatically estimated skeletal and dental age from a large reference database
55th Annual Society for the Study of Human Biology Symposium. 2014; -Society for the Studies of Human Biology Symposium on Age Estimation; DEC 9-11, 2014; Oxford, UK. [Oral Communication]
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