FWF - FAME - Fully Automatic MRI-based Age Estimation of Adolescents

  • Bischof, Horst (Co-Investigator (CoI))
  • Urschler, Martin (Co-Investigator (CoI))

Project: Research project

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  • 2017

    Forensische Altersdiagnostik mit Fokus auf den Lebenden

    Urschler, M., Pfeifer, M., Stern, D. & Widek, T., 2017, Forensigraphie: Möglichkeiten und Grenzen IT-gestützter klinisch-forensischer Bildgebung. Bergauer, C., Riener-Hofer, R., Schwark, T. & Staudegger, E. (eds.). Vienna: Jan Sramek Verlag KG, p. 189-221 33 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

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  • 2016

    Automated Age Estimation from Hand MRI Volumes Using Deep Learning

    Stern, D., Payer, C., Lepetit, V. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 194-202 9 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Automatic intervertebral disc localization and segmentation in 3D MR images based on regression forests and active contours

    Urschler, M., Hammernik, K., Ebner, T. & Stern, D., 2016, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag Heidelberg, Vol. 9402. p. 130-140 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9402).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization

    Stern, D., Ebner, T. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 221-229 9 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Regressing Heatmaps for Multiple Landmark Localization Using CNNs

    Payer, C., Stern, D., Bischof, H. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 230-238 9 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review