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Robin Strand | Joel Kullberg | Taro Langner | Håkan Ahlström | Andrés Martínez Mora | J. Kullberg | H. Ahlström | A. Mora | R. Strand | Taro Langner
[1] Andreas Wallin,et al. Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants , 2020, Scientific Reports.
[2] D. Rueckert,et al. Deep Learning‐Based Automated Abdominal Organ Segmentation in the UK Biobank and German National Cohort Magnetic Resonance Imaging Studies , 2021, Investigative radiology.
[3] Magnus Borga,et al. Body Composition Profiling in the UK Biobank Imaging Study , 2018, Obesity.
[4] Joel Kullberg,et al. Large-scale biometry with interpretable neural network regression on UK Biobank body MRI , 2020, Scientific reports.
[5] Michael Brady,et al. Deep Quantitative Liver Segmentation and Vessel Exclusion to Assist in Liver Assessment , 2017, MIUA.
[6] M. Cule,et al. Genetic architecture of 11 organ traits derived from abdominal MRI using deep learning , 2021, eLife.
[7] Magnus Borga,et al. Feasibility of MR-Based Body Composition Analysis in Large Scale Population Studies , 2016, PloS one.
[8] Cathie Sudlow,et al. Algorithms for the Capture and Adjudication of Prevalent and Incident Diabetes in UK Biobank , 2016, PloS one.
[9] Terry K Koo,et al. A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. , 2016, Journal of chiropractic medicine.
[10] Kilian Q. Weinberger,et al. On Calibration of Modern Neural Networks , 2017, ICML.
[11] Alejandro F. Frangi,et al. The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions , 2020, Nature Communications.
[12] Robin Strand,et al. Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI , 2021, ArXiv.
[13] Charles Blundell,et al. Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles , 2016, NIPS.
[14] Alex Kendall,et al. What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? , 2017, NIPS.
[15] Robin Strand,et al. Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI , 2021, Comput. Medical Imaging Graph..
[16] Yi Liu,et al. Automated Measurement of Pancreatic Fat and Iron Concentration Using Multi-Echo and T1-Weighted MRI Data , 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).
[17] H. Stefánsson,et al. Brain age prediction using deep learning uncovers associated sequence variants , 2019, Nature Communications.
[18] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[19] Michael Brady,et al. Pancreas Segmentation-Derived Biomarkers: Volume and Shape Metrics in the UK Biobank Imaging Study , 2020, MIUA.
[20] Stefan Neubauer,et al. Characterisation of liver fat in the UK Biobank cohort , 2017, PloS one.