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Annette Peters
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2020 – today
- 2022
- [j5]Siyu Han, Jialing Huang, Francesco Foppiano, Cornelia Prehn
, Jerzy Adamski, Karsten Suhre, Ying Li, Giuseppe Matullo
TIGER: technical variation elimination for metabolomics data using ensemble learning architecture. Briefings Bioinform. 23(2) (2022) - [j4]Anne-Marie Rickmann
AbdomenNet: deep neural network for abdominal organ segmentation in epidemiologic imaging studies. BMC Medical Imaging 22(1): 168 (2022) - [j3]Alice J. Sommer
A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota. PLoS Comput. Biol. 18(5) (2022) - [i4]Tobias Bernecker, Annette Peters, Christopher L. Schlett, Fabian Bamberg, Fabian J. Theis, Daniel Rueckert, Jakob Weiß, Shadi Albarqouni:
FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation. CoRR abs/2205.11096 (2022) - 2021
- [i3]Lukas Fisch, Jan Ernsting
Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. CoRR abs/2103.11695 (2021) - 2020
- [j2]Janine Arloth
DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning. PLoS Comput. Biol. 16(2) (2020) - [c3]Jyotirmay Senapati, Abhijit Guha Roy, Sebastian Pölsterl
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers. MLMI@MICCAI 2020: 270-280 - [i2]Jyotirmay Senapati, Abhijit Guha Roy, Sebastian Pölsterl, Daniel Gutmann, Sergios Gatidis, Christopher Schlett, Annette Peters, Fabian Bamberg, Christian Wachinger:
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers. CoRR abs/2008.12680 (2020)
2010 – 2019
- 2018
- [c2]Benjamín Gutiérrez-Becker, Sergios Gatidis
Deep Shape Analysis on Abdominal Organs for Diabetes Prediction. ShapeMI@MICCAI 2018: 223-231 - [i1]Benjamín Gutiérrez-Becker, Sergios Gatidis, Daniel Gutmann, Annette Peters, Christopher Schlett, Fabian Bamberg, Christian Wachinger:
Deep Shape Analysis on Abdominal Organs for Diabetes Prediction. CoRR abs/1808.01946 (2018) - 2017
- [j1]Sophie Molnos
pulver: an R package for parallel ultra-rapid p-value computation for linear regression interaction terms. BMC Bioinform. 18(1): 429:1-429:8 (2017) - 2013
- [c1]Andreas Voss
Influence of age and gender on complexity measures for short term heart rate variability analysis in healthy subjects. EMBC 2013: 5574-5577
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