Description
medicine. Clinical interest traditionally focuses on applications in endocrinology and orthopedics for
treatment and surgical intervention planning in children with growth disorders. Together with modern medical image analysis techniques, a fully automated, radiation free age estimation procedure is possible using Magnetic Resonce Tomography data, promising objective, repeatable results and improved estimation accuracy, which determines the project hypothesis of FAME.
| Status | Finished |
|---|---|
| Effective start/end date | 1/07/15 → 31/12/18 |
Related content
Research Outputs
Bone age determination from adolescence to young adulthood by investigating the sternoclavicular joint in MRI
Research output: Contribution to conference › Abstract › Research › peer-review
Automated integer programming based separation of arteries and veins from thoracic CT images
Research output: Contribution to journal › Article › Research › peer-review
Fortschritte bei der automatisierten Altersschätzung Jugendlicher aus MRT Daten der linken Hand
Research output: Contribution to conference › Abstract › Research › peer-review
Acceleration of MR Measurements for Age Estimation
Research output: Contribution to conference › Abstract › Research › peer-review
Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning
Research output: Contribution to conference › Abstract › Research › peer-review
Reducing acquisition time for MRI-based forensic age estimation
Research output: Contribution to journal › Article › Research › peer-review
Sparse-view CT Reconstruction using Wasserstein GANs
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Skeletal age estimation using shape variations of the manubrium in MR images
Research output: Contribution to conference › Abstract › Research › peer-review
Forensic age estimation by morphometric analysis of the manubrium from 3D MR images
Research output: Contribution to journal › Article › Research › peer-review
Automatic third molar localization from 3D MRI using random regression forests
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
What automated age estimation of hand and wrist MRI data tells us about skeletal maturation in male adolescents
Research output: Contribution to journal › Article › Research › peer-review
Age estimation using MR imaging of the third molar teeth and the medial clavicular epiphysis: Validation of a multifactorial approach
Research output: Contribution to conference › Abstract › Research › peer-review
Colon gland segmentation with deep convolutional neural networks and total variation segmentation
Research output: Contribution to conference › Abstract › Research › peer-review
Accuracy of age estimation based on undersampled MR images of the hand
Research output: Contribution to conference › Abstract › Research › peer-review
Multi-factorial age estimation from skeletal and dental MRI volumes
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest
Research output: Contribution to journal › Article › Research
Altersschätzung im Strafverfahren?!
Research output: Contribution to journal › Article › Research › peer-review
Automatic Intervertebral Disc Localization and Segmentation in 3D MR Images based on Regression Forests and Active Contours
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest
Research output: Contribution to journal › Article › Research › peer-review
Was die automatische Altersschätzung von Hand MRT Daten über die skeletale Reifung in männlichen Jugendlichen erzählt
Research output: Contribution to conference › Abstract › Research › peer-review
Regressing Heatmaps for Multiple Landmark Localization Using CNNs
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
The constitutional conformity of age estimation in the Austrian Foreign and Immigration Law
Research output: Contribution to conference › Abstract › Research › peer-review
Instance segmentation and tracking with cosine embeddings and recurrent hourglass networks
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Integrating geometric configuration and appearance information into a unified framework for anatomical landmark localization
Research output: Contribution to journal › Article › Research › peer-review
From Individual Hand Bone Age Estimates to Fully Automated Age Estimation via Learning-Based Information Fusion
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Automatic Age Estimation and Majority Age Classification from Multi-Factorial MRI Data
Research output: Contribution to journal › Article › Research › peer-review
Multi-label Whole Heart Segmentation using Anatomical Label Configurations and CNNs
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Forensische Altersdiagnostik mit Fokus auf den Lebenden
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research
Volumetric Reconstruction from a Limited Number of Digitally Reconstructed Radiographs Using CNNs
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Rechtliche Rahmenbedingungen der forensischen Altersdiagnostik im österreichischen Asyl- und Fremdenrecht
Research output: Contribution to conference › Abstract › Research › peer-review
Automatic localization of locally similar structures based on the scale-widening random regression forest
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Simultaneous Multi-Person Detection and Single-Person Pose Estimation With a Single Heatmap Regression Network
Research output: Contribution to conference › Abstract › Research › peer-review
Generative Adversarial Networks to Synthetically Augment Data for Deep Learning based Image Segmentation
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
Research output: Contribution to journal › Article › Research › peer-review
From Local to Global Random Regression Forests: Exploring Anatomical Landmark Localization
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
Automatic intervertebral disc localization and segmentation in 3D MR images based on regression forests and active contours
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
Anatomical landmark detection in medical applications driven by synthetic data
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Learning-based Information Fusion for Fully Automatic MRI Age Estimation
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Validation of TGV regularized accelerated MR reconstruction by age estimation.
Research output: Contribution to conference › Abstract › Research › peer-review
Automated Age Estimation from Hand MRI Volumes Using Deep Learning
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
Prizes
MICCAI MM-WHS Challenge Best Paper Award
Prize: Prizes / Medals / Awards
OAGM Best Paper Award
Prize: Prizes / Medals / Awards
ÖFG Travel Award
Prize: Prizes / Medals / Awards
Activities
The University of Queensland ITEE Research Seminar
Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
8. Thementag Recht und IT
Activity: Talk or presentation › Invited talk › Science to science
Griffith University School of Natural Sciences Seminar Series
Activity: Talk or presentation › Talk at workshop, seminar or course › Science to science
Automated Multi-Factorial Age Estimation from Skeletal and Dental MRI Volumes based on Deep Learning
Activity: Talk or presentation › Talk at conference or symposium › Science to science
19th International Conference on Medical Image Computing & Computer Assisted Intervention
Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)