Darko Stern

Dr.

20142019
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Magnetic resonance imaging Engineering & Materials Science
Bone Engineering & Materials Science
Magnetic resonance Engineering & Materials Science
Hand Medicine & Life Sciences
Medicine Engineering & Materials Science
Tomography Engineering & Materials Science
Neural networks Engineering & Materials Science
Bone and Bones Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2014 2019

Automated age estimation from MRI volumes of the hand

Stern, D., Payer, C. & Urschler, M., 2019, In : Medical image analysis. 58, 101538.

Research output: Contribution to journalArticleResearchpeer-review

Magnetic resonance imaging
Hand
Ionizing radiation
Medicine
Learning systems

Automatic Age Estimation and Majority Age Classification from Multi-Factorial MRI Data

Stern, D., Payer, C., Giuliani, N. & Urschler, M., Jul 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 4, p. 1392-1403

Research output: Contribution to journalArticleResearchpeer-review

Magnetic resonance imaging
Minors
Clavicle
Bone
Classifiers

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge

Zhuang, X., Li, L., Payer, C., Stern, D., Urschler, M., P. Heinrich, M., Oster, J., Wang, C., Smedby, Ö., Bian, C., Yang, X., Heng, P-A., Mortazi, A., Bagci, U., Yang, G., Sun, C., Galisot, G., Ramel, J-Y., Brouard, T., Tong, Q. & 14 othersSi, W., Liao, X., Zeng, G., Shi, Z., Zheng, G., Wang, C., MacGillivray, T., Newby, D., Rhode, K., Ourselin, S., Mohiaddin, R., Keegan, J., Firmin, D. & Yang, G., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Magnetic resonance imaging
Image quality
Deep learning

Integrating spatial configuration into heatmap regression based CNNs for landmark localization

Bischof, H., Stern, D., Payer, C. & Urschler, M., 2019, In : Medical image analysis. p. 207-219

Research output: Contribution to journalArticleResearchpeer-review

Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network

Bonheur, S., Stern, D., Payer, C., Pienn, M., Olschewski, H. & Urschler, M., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Cham: Springer, p. 664-672 (Lecture Notes in Computer Science; vol. 11768).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Labels
Semantics
Computer vision
X rays

Activities 2017 2017

  • 1 Talk at conference or symposium

Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning

Martin Urschler (Speaker), Darko Stern (Contributor)
13 May 2017

Activity: Talk or presentationTalk at conference or symposiumScience to science

Prizes

Honourable Mention Award

Martin Urschler (Recipient), Thomas Ebner (Recipient), Darko Stern (Recipient), Thomas Pock (Recipient) & Kerstin Hammernik (Recipient), 14 Sep 2014

Prize: Prizes / Medals / Awards

MICCAI MM-WHS Challenge Best Paper Award

Christian Payer (Recipient), Darko Stern (Recipient), Horst Bischof (Recipient) & Martin Urschler (Recipient), 10 Sep 2017

Prize: Prizes / Medals / Awards

OAGM Best Paper Award

Thomas Neff (Recipient), Christian Payer (Recipient), Darko Stern (Recipient) & Martin Urschler (Recipient), 11 May 2017

Prize: Prizes / Medals / Awards

Student Travel Award

Martin Urschler (Recipient), Horst Bischof (Recipient), Darko Stern (Recipient), Thomas Ebner (Recipient) & Rene Donner (Recipient), 10 Sep 2014

Prize: Prizes / Medals / Awards

Students