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Taro Langner
Taro Langner
Machine Learning Scientist at Versiro
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Year
Fully convolutional networks for automated segmentation of abdominal adipose tissue depots in multicenter water–fat MRI
T Langner, A Hedström, K Mörwald, D Weghuber, A Forslund, P Bergsten, ...
Magnetic resonance in medicine 81 (4), 2736-2745, 2019
492019
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI
T Langner, R Strand, H Ahlström, J Kullberg
Scientific reports 10 (1), 17752, 2020
262020
Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants
T Langner, A Östling, L Maldonis, A Karlsson, D Olmo, D Lindgren, ...
Scientific reports 10 (1), 20963, 2020
252020
Identifying morphological indicators of aging with neural networks on large-scale whole-body MRI
T Langner, J Wikström, T Bjerner, H Ahlström, J Kullberg
IEEE transactions on medical imaging 39 (5), 1430-1437, 2019
212019
Uncertainty-aware body composition analysis with deep regression ensembles on uk biobank mri
T Langner, FK Gustafsson, B Avelin, R Strand, H Ahlström, J Kullberg
Computerized Medical Imaging and Graphics 93 (0895-6111), 101994, 2021
102021
Large-scale inference of liver fat with neural networks on uk biobank body mri
T Langner, R Strand, H Ahlström, J Kullberg
International Conference on Medical Image Computing and Computer-Assisted …, 2020
82020
MIMIR: deep regression for automated analysis of UK biobank MRI scans
T Langner, A Martínez Mora, R Strand, H Ahlström, J Kullberg
Radiology: Artificial Intelligence 4 (3), e210178, 2022
32022
Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI
T Langner, R Strand, H Ahlström, J Kullberg
Swedish Symposium on Deep Learning 2021, arXiv preprint arXiv:2105.07797, 2021
22021
Deep Regression and Segmentation for Medical Inference from Large-Scale Magnetic Resonance Imaging
T Langner
Acta Universitatis Upsaliensis, 2021
12021
Automated liver volume measurements in more than 35,000 subjects from neck-to-knee mri in uk-biobank
MM Andres, T Langner, A Korenyushkin, D Olmo, A Karlsson, H Ahlstrom, ...
HEPATOLOGY 72, 895A-895A, 2020
12020
Spleen volume is independently associated with non-alcoholic fatty liver disease, liver volume and liver fibrosis
S Helgesson, S Tarai, T Langner, H Ahlström, L Johansson, J Kullberg, ...
Heliyon, 2024
2024
Erratum for: MIMIR: Deep Regression for Automated Analysis of UK Biobank MRI Scans
T Langner, AM Mora, R Strand, H Ahlström, J Kullberg
Radiology: Artificial Intelligence 4 (4), e229001, 2022
2022
The association of spleen volume with sex, age, type 2-diabetes, and non-alcoholic fatty liver disease-initial results from more than 35, 000 UK Biobank participants
S Helgesson, S Tarai, T Langner, H Ahlström, L Johansson, J Kullberg, ...
Journal of Hepatology 77, S683-S684, 2022
2022
Genetics of liver fat and volume associate with altered metabolism and whole body magnetic resonance imaging
S Ahmad, G Carrasquilla, T Langner, U Menzel, F Malmberg, U Hammar, ...
Journal of Hepatology 77, S40-S40, 2022
2022
MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRI
T Langner, AM Mora, R Strand, H Ahlström, J Kullberg
arXiv preprint arXiv:2106.11731, 2021
2021
AGE-RELATED PATTERNS OF KIDNEY PARENCHIMAL VOLUME IN T1D, T2D AND DIFFERENT TREATMENT GROUPS OF T2D: A CROSS-SECTIONAL STUDY OF 35,703 UK BIOBANK PARTICIPANTS
AM Mora, E Lundstrom, T Langner, P Hockings, L Johansson, H Ahlstrom, ...
NEPHROLOGY DIALYSIS TRANSPLANTATION 36, 2021
2021
MO621 AGE-RELATED PATTERNS OF KIDNEY PARENCHIMAL VOLUME IN T1D, T2D AND DIFFERENT TREATMENT GROUPS OF T2D: A CROSS-SECTIONAL STUDY OF 35,703 UK BIOBANK PARTICIPANTS
A Martínez Mora, E Lundström, T Langner, P Hockings, L Johansson, ...
Nephrology Dialysis Transplantation 36 (Supplement_1), gfab093. 002, 2021
2021
THE AGING LIVER-LARGE-SCALE ANALYSIS OF LIVER FAT AND LIVER VOLUME IN RELATION TO AGE, SEX, AND DIABETES IN UK BIOBANK-INITIAL RESULTS
J Kullberg, T Langner, AM Mora, H Ahlström, L Johansson
The Liver Meeting Digital Experience™, 2020
2020
The Aging Kidney: Renal Parenchymal Volumes from MRI, a Comparison Between Type 2 Diabetes and Non-Type 2 Diabetes in 37,450 UK Biobank Participants
L Johansson, T Langner, P Hockings, L Jarl, L Maldonis, T Fall, ...
American Society of Nephrology, Kidney Week, Abstract: PO0960, 2020
2020
Fully Convolutional Networks for Automated Segmentation of Abdominal Adipose Tissue Depots in Water-Fat MRI
T Langner, A Hedström, H Ahlström, J Kullberg
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