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Deep Learning
Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images
Johannes Raufeisen
,
Kunpeng Xie
,
Fabian Hörst
,
Till Braunschweig
,
Jianning Li
,
Jens Kleesiek
,
Rainer Röhrig
,
Jan Egger
,
Bastian Leibe
,
Frank Hölzle
,
Alexander Hermans
,
Behrus Puladi
Diminished Reality for Emerging Applications in Medicine through Inpainting
Christina Gsaxner
,
Shohei Mori
,
Gijs Luijten
,
Viet Duc Vu
,
Timo van Meegdenburg
,
Gabriele A. Krombach
,
Jens Kleesiek
,
Eck Ulrich
,
Nassir Navab
,
Yan Guo
,
Xiaojun Chen
,
Frank Hölzle
,
Behrus Puladi
,
Jan Egger
CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images
Johannes Raufeisen
,
Kunpeng Xie
,
Fabian Hörst
,
Till Braunschweig
,
Jianning Li
,
Jens Kleesiek
,
Rainer Röhrig
,
Jan Egger
,
Bastian Leibe
,
Frank Hölzle
,
Alexander Hermans
,
Behrus Puladi
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy
Zdravko Marinov
,
Paul F. Jäger
,
Jan Egger
,
Jens Kleesiek
,
Rainer Stiefelhagen
k-strip: A novel segmentation algorithm in k-space for the application of skull stripping
Moritz Rempe
,
Florian Mentzel
,
Kelsey L. Pomykala
,
Johannes Haubold
,
Felix Nensa
,
Kevin Kroeninger
,
Jan Egger
,
Jens Kleesiek
Prognostic value of deep learning-derived body composition in advanced pancreatic cancer—a retrospective multicenter study
J. Keyl
,
A. Bucher
,
F. Jungmann
,
R. Hosch
,
A. Ziller
,
R. Armbruster
,
P. Malkomes
,
T. M. Reissig
,
S. Koitka
,
I. Tzianopoulos
,
P. Keyl
,
K. Kostbade
,
D. Albers
,
P. Markus
,
J. Treckmann
,
K. Nassenstein
,
J. Haubold
,
M. Makowski
,
M. Forsting
,
H. A. Baba
,
S. Kasper
,
J. T. Siveke
,
F. Nensa
,
M. Schuler
,
G. Kaissis
,
J. Kleesiek
,
R. Braren
Open-source skull reconstruction with MONAI
Jianning Li
,
André Ferreira
,
Behrus Puladi
,
Victor Alves
,
Michael Kamp
,
Moon Kim
,
Felix Nensa
,
Jens Kleesiek
,
Seyed-Ahmad Ahmadi
,
Jan Egger
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge
Jianning Li
,
David G. Ellis
,
Oldřich Kodym
,
Laurèl Rauschenbach
,
Christoph Rieß
,
Ulrich Sure
,
Karsten H. Wrede
,
Carlos M. Alvarez
,
Marek Wodzinski
,
Mateusz Daniol
,
Daria Hemmerling
,
Hamza Mahdi
,
Allison Clement
,
Evan Kim
,
Zachary Fishman
,
Cari M. Whyne
,
James G. Mainprize
,
Michael R. Hardisty
,
Shashwat Pathak
,
Chitimireddy Sindhura
,
Rama Krishna Sai S. Gorthi
,
Degala Venkata Kiran
,
Subrahmanyam Gorthi
,
Bokai Yang
,
Ke Fang
,
Xingyu Li
,
Artem Kroviakov
,
Lei Yu
,
Yuan Jin
,
Antonio Pepe
,
Christina Gsaxner
,
Adam Herout
,
Victor Alves
,
Michal Španěl
,
Michele R. Aizenberg
,
Jens Kleesiek
,
Jan Egger
Introduction to Machine Learning: Definitions and Hybrid Imaging Applications
Jens Kleesiek
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
»
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