Fabian Balsiger | DeepAI

DeepAI AI Chat

Featured Co-authors

Jun Ma
90 publications
Hongwei Li
45 publications
Benedikt Wiestler
41 publications
Fabian Isensee
39 publications
Ivan Ezhov
32 publications
Suprosanna
32 publications
Bjoern H. Menze
31 publications
Spyridon Bakas
24 publications
Mauricio Reyes
22 publications
Johannes C. Paetzold
21 publications
Florian Kofler
20 publications

∙ 03/10/2021

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

In this study, we explore quantitative correlates of qualitative human e...

29 Florian Kofler, et al. ∙

∙ 03/04/2021

The MICCAI Hackathon on reproducibility, diversity, and selection of papers at the MICCAI conference

The MICCAI conference has encountered tremendous growth over the last ye...

21 Fabian Balsiger, et al. ∙

∙ 10/07/2020

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

Background and Objective: Deep learning enables tremendous progress in m...

103 Alain Jungo, et al. ∙

∙ 08/10/2020

Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks

Magnetic resonance fingerprinting (MRF) enables fast and multiparametric...

0 Fabian Balsiger, et al. ∙

∙ 11/09/2019

Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting

Magnetic resonance fingerprinting (MRF) provides a unique concept for si...

9 Fabian Balsiger, et al. ∙

∙ 06/05/2019

Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation

Volumetric image segmentation with convolutional neural networks (CNNs) ...

0 Fabian Balsiger, et al. ∙

∙ 07/17/2018

Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks

Magnetic resonance fingerprinting (MRF) quantifies multiple nuclear magn...

0 Fabian Balsiger, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world