Taro Langner

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Magnetic Resonance Images

Top Venues

IEEE Trans. Medical Imaging

Comput. Medical Imaging Graph.

Publications

Taro Langner
Machine Learning Techniques for MRI Data Processing at Expanding Scale. CoRR (2024)
Taro Langner, Andrés Martínez Mora, Robin Strand, Håkan Ahlström, Joel Kullberg
MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRI. CoRR (2021)
Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg
Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI. CoRR (2021)
Taro Langner, Robin Strand, Håkan Ahlström, Joel Kullberg
Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI. CoRR (2021)
Taro Langner, Fredrik K. Gustafsson, Benny Avelin, Robin Strand, Håkan Ahlström, Joel Kullberg
Uncertainty-aware body composition analysis with deep regression ensembles on UK Biobank MRI. Comput. Medical Imaging Graph. 93 (2021)
Taro Langner, Robin Strand, Håkan Ahlström, Joel Kullberg
Large-scale inference of liver fat with neural networks on UK Biobank body MRI. CoRR (2020)
Taro Langner, Andreas Östling, Lukas Maldonis, Albin Karlsson, Daniel Olmo, Dag Lindgren, Andreas Wallin, Lowe Lundin, Robin Strand, Håkan Ahlström, Joel Kullberg
Kidney segmentation in neck-to-knee body MRI of 40, 000 UK Biobank participants. CoRR (2020)
Taro Langner, Håkan Ahlström, Joel Kullberg
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI. CoRR (2020)
Taro Langner, Robin Strand, Håkan Ahlström, Joel Kullberg
Large-Scale Inference of Liver Fat with Neural Networks on UK Biobank Body MRI. MICCAI (2) (2020)
Taro Langner, Johan Wikström, Tomas Bjerner, Håkan Ahlström, Joel Kullberg
Identifying Morphological Indicators of Aging With Neural Networks on Large-Scale Whole-Body MRI. IEEE Trans. Medical Imaging 39 (5) (2020)
Taro Langner, Anders Hedström, Håkan Ahlström, Joel Kullberg, Katharina Paulmichl, Daniel Weghuber, Anders Forslund, Peter Bergsten
Fully Convolutional Networks for Automated Segmentation of Abdominal Adipose Tissue Depots in Multicenter Water-Fat MRI. CoRR (2018)