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Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate
Sascha Ranftl
,
Malte Rolf-Pissarczyk
,
Gloria Wolkerstorfer
,
Antonio Pepe
,
Jan Egger
,
Wolfgang von der Linden
,
Gerhard A. Holzapfel
Sparse Convolutional Neural Networks for Medical Image Analysis
Jianning Li
,
Christina Gsaxner
,
Antonio Pepe
,
Dieter Schmalstieg
,
Jens Kleesiek
,
Jan Egger
Virtual Biopsy: Just an AI Software or a Medical Procedure?
Jacob M. Murray
,
Bodo Wiegand
,
Boris Hadaschik
,
Ken Herrmann
,
Jens Kleesiek
AVT: Multicenter aortic vessel tree CTA dataset collection with ground truth segmentation masks
Lukas Radl
,
Yuan Jin
,
Antonio Pepe
,
Jianning Li
,
Christina Gsaxner
,
Fen-hua Zhao
,
Jan Egger
Beyond Medical Imaging-A Review of Multimodal Deep Learning in Radiology
Lars Heiliger
,
Anjany Sekuboyina
,
Bjoern Menze
,
Jan Egger
,
Jens Kleesiek
Generation of Synthetic Rat Brain MRI Scans with a 3D Enhanced Alpha Generative Adversarial Network
André Filipe de Sousa Ferreira
,
Ricardo Magalhães
,
Sébastien Mériaux
,
Victor Alves
Studierfenster: an Open Science Cloud-Based Medical Imaging Analysis Platform
Jan Egger
,
Daniel Wild
,
Maximilian Weber
,
Christopher A. Ramirez Bedoya
,
Florian Karner
,
Alexander Prutsch
,
Michael Schmied
,
Christina Dionysio
,
Dominik Krobath
,
Yuan Jin
Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation
Constantin Seibold
,
Simon Reiß
,
Jens Kleesiek
,
Rainer Stiefelhagen
Vesseg: An Open-Source Tool for Deep Learning-Based Atherosclerotic Plaque Quantification in Histopathology Image.
Jacob M. Murray
,
Phillip Pfeffer
,
Robert Seifert
,
Alexander Hermann
,
Jessica Handke
,
Laura Kummer
,
Henrike Janssen
,
Markus A. Weigand
,
Heinz-Peter Schlemmer
,
Jan Larmann
,
Jens Kleesiek
CT Angiography Clot Burden Score from Data Mining of Structured Reports for Pulmonary Embolism
Matthias A. Fink
,
Victoria L. Mayer
,
Thomas Schneider
,
Constantin Seibold
,
Rainer Stiefelhagen
,
Jens Kleesiek
,
Tim F. Weber
,
Hans-Ulrich Kauczor
»
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