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Electrical Engineering and Systems Science - Image and Video Processing
Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation?
Alexander Jaus
,
Simon Reiß
,
Jens Kleesiek
,
Rainer Stiefelhagen
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
Anatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction
Jianning Li
,
Antonio Pepe
,
Gijs Luijten
,
Christina Schwarz-Gsaxner
,
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
Current State of Community-Driven Radiological AI Deployment in Medical Imaging
Vikash Gupta
,
Barbaros Selnur Erdal
,
Carolina Ramirez
,
Ralf Floca
,
Laurence Jackson
,
Brad Genereaux
,
Sidney Bryson
,
Christopher P. Bridge
,
Jens Kleesiek
,
Felix Nensa
,
Rickmer Braren
,
Khaled Younis
,
Tobias Penzkofer
,
Andreas Michael Bucher
,
Ming Melvin Qin
,
Gigon Bae
,
M. Jorge Cardoso
,
Sebastien Ourselin
,
Eric Kerfoot
,
Rahul Choudhury
,
Richard D. White
,
Tessa Cook
,
David Bericat
,
Matthew Lungren
,
Risto Haukioja
,
Haris Shuaib
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
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology
Oliver Ester
,
Fabian Hörst
,
Constantin Seibold
,
Julius Keyl
,
Saskia Ting
,
Nikolaos Vasileiadis
,
Jessica Schmitz
,
Philipp Ivanyi
,
Viktor Grünwald
,
Jan Hinrich Bräsen
,
Jan Egger
,
Jens Kleesiek
»
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