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Computer Science - Computer Vision and Pattern Recognition
Deep PCCT: Photon Counting Computed Tomography Deep Learning Applications Review
Ana Carolina Alves
,
André Ferreira
,
Gijs Luijten
,
Jens Kleesiek
,
Behrus Puladi
,
Jan Egger
,
Victor Alves
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
Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction
Jianning Li
,
Antonio Pepe
,
Gijs Luijten
,
Christina Schwarz-Gsaxner
,
Jens Kleesiek
,
Jan Egger
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li
,
Antonio Pepe
,
Christina Gsaxner
,
Gijs Luijten
,
Yuan Jin
,
Narmada Ambigapathy
,
Enrico Nasca
,
Naida Solak
,
Gian Marco Melito
,
Afaque R. Memon
,
Xiaojun Chen
,
Jan Stefan Kirschke
,
Ezequiel de la Rosa
,
Patrich Ferndinand Christ
,
Hongwei Bran Li
,
David G. Ellis
,
Michele R. Aizenberg
,
Sergios Gatidis
,
Thomas Kuestner
,
Nadya Shusharina
,
Nicholas Heller
,
Vincent Andrearczyk
,
Adrien Depeursinge
,
Mathieu Hatt
,
Anjany Sekuboyina
,
Maximilian Loeffler
,
Hans Liebl
,
Reuben Dorent
,
Tom Vercauteren
,
Jonathan Shapey
,
Aaron Kujawa
,
Stefan Cornelissen
,
Patrick Langenhuizen
,
Achraf Ben-Hamadou
,
Ahmed Rekik
,
Sergi Pujades
,
Edmond Boyer
,
Federico Bolelli
,
Costantino Grana
,
Luca Lumetti
,
Hamidreza Salehi
,
Jun Ma
,
Yao Zhang
,
Ramtin Gharleghi
,
Susann Beier
,
Eduardo A. Garza-Villarreal
,
Thania Balducci
,
Diego Angeles-Valdez
,
Roberto Souza
,
Leticia Rittner
,
Richard Frayne
,
Yuanfeng Ji
,
Soumick Chatterjee
,
Andreas Nuernberger
,
Joao Pedrosa
,
Carlos Ferreira
,
Guilherme Aresta
,
Antonio Cunha
,
Aurelio Campilho
,
Yannick Suter
,
Jose Garcia
,
Alain Lalande
,
Emmanuel Audenaert
,
Claudia Krebs
,
Timo Van Leeuwen
,
Evie Vereecke
,
Rainer Roehrig
,
Frank Hoelzle
,
Vahid Badeli
,
Kathrin Krieger
,
Matthias Gunzer
,
Jianxu Chen
,
Amin Dada
,
Miriam Balzer
,
Jana Fragemann
,
Frederic Jonske
,
Moritz Rempe
,
Stanislav Malorodov
,
Fin H. Bahnsen
,
Constantin Seibold
,
Alexander Jaus
,
Ana Sofia Santos
,
Mariana Lindo
,
André Ferreira
,
Victor Alves
,
Michael Kamp
,
Amr Abourayya
,
Felix Nensa
,
Fabian Hoerst
,
Alexander Brehmer
,
Lukas Heine
,
Lars E. Podleska
,
Matthias A. Fink
,
Julius Keyl
,
Konstantinos Tserpes
,
Moon Kim
,
Shireen Elhabian
,
Hans Lamecker
,
Dzenan Zukic
,
Beatriz Paniagua
,
Christian Wachinger
,
Martin Urschler
,
Luc Duong
,
Jakob Wasserthal
,
Peter F. Hoyer
,
Oliver Basu
,
Thomas Maal
,
Max J. H. Witjes
,
Ping Luo
,
Björn Menze
,
Mauricio Reyes
,
Christos Davatzikos
,
Behrus Puladi
,
Jens Kleesiek
,
Jan Egger
Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines
Alexander Jaus
,
Constantin Seibold
,
Kelsey Hermann
,
Alexandra Walter
,
Kristina Giske
,
Johannes Haubold
,
Jens Kleesiek
,
Rainer Stiefelhagen
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling
Constantin Seibold
,
Alexander Jaus
,
Matthias A. Fink
,
Moon Kim
,
Simon Reiß
,
Ken Herrmann
,
Jens Kleesiek
,
Rainer Stiefelhagen
CellViT: Vision Transformers for Precise Cell Segmentation and Classification
Fabian Hörst
,
Moritz Rempe
,
Lukas Heine
,
Constantin Seibold
,
Julius Keyl
,
Giulia Baldini
,
Selma Ugurel
,
Jens Siveke
,
Barbara Grünwald
,
Jan Egger
,
Jens Kleesiek
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging
Zdravko Marinov
,
Simon Reiß
,
David Kersting
,
Jens Kleesiek
,
Rainer Stiefelhagen
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues
Verena Jasmin Hallitschke
,
Tobias Schlumberger
,
Philipp Kataliakos
,
Zdravko Marinov
,
Moon Kim
,
Lars Heiliger
,
Constantin Seibold
,
Jens Kleesiek
,
Rainer Stiefelhagen
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
»
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