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2022
2021
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2019
GAN-based generation of realistic 3D data: A systematic review and taxonomy
André Filipe de Sousa Ferreira
,
Jianning Li
,
Kelsey L. Pomykala
,
Jens Kleesiek
,
Victor Alves
,
Jan Egger
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
Virtual Biopsy: Just an AI Software or a Medical Procedure?
Jacob M. Murray
,
Bodo Wiegand
,
Boris Hadaschik
,
Ken Herrmann
,
Jens Kleesiek
Sparse Convolutional Neural Networks for Medical Image Analysis
Jianning Li
,
Christina Gsaxner
,
Antonio Pepe
,
Dieter Schmalstieg
,
Jens Kleesiek
,
Jan Egger
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
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
Generation of Synthetic Data: A Generative Adversarial Networks Approach
André Filipe de Sousa Ferreira
,
Ricardo Magalhães
,
Victor Alves
Beyond Medical Imaging-A Review of Multimodal Deep Learning in Radiology
Lars Heiliger
,
Anjany Sekuboyina
,
Bjoern Menze
,
Jan Egger
,
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
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
Discovering Digital Tumor Signatures—Using Latent Code Representations to Manipulate and Classify Liver Lesions
Jens Kleesiek
,
Benedikt Kersjes
,
Kai Ueltzhöffer
,
Jacob M. Murray
,
Carsten Rother
,
Ullrich Köthe
,
Heinz-Peter Schlemmer
Computer-Aided Oral and Maxillofacial Surgery: Developments, Applications, and Future Perspectives
Jan Egger
,
Xiaojun Chen
The Federated Tumor Segmentation (FeTS) Challenge
Sarthak Pati
,
Ujjwal Baid
,
Maximilian Zenk
,
Brandon Edwards
,
Micah Sheller
,
G. Anthony Reina
,
Patrick Foley
,
Alexey Gruzdev
,
Jason Martin
,
Shadi Albarqouni
,
Yong Chen
,
Russell Taki Shinohara
,
Annika Reinke
,
David Zimmerer
,
John B. Freymann
,
Justin S. Kirby
,
Christos Davatzikos
,
Rivka R. Colen
,
Aikaterini Kotrotsou
,
Daniel Marcus
,
Mikhail Milchenko
,
Arash Nazer
,
Hassan Fathallah-Shaykh
,
Roland Wiest Andras Jakab
,
Marc-Andre Weber
,
Abhishek Mahajan
,
Lena Maier-Hein
,
Jens Kleesiek
,
Bjoern Menze
,
Klaus Maier-Hein
,
Spyridon Bakas
Common Limitations of Image Processing Metrics: A Picture Story
Annika Reinke
,
Matthias Eisenmann
,
Minu D. Tizabi
,
Carole H. Sudre
,
Tim Rädsch
,
Michela Antonelli
,
Tal Arbel
,
Spyridon Bakas
,
M. Jorge Cardoso
,
Veronika Cheplygina
,
Keyvan Farahani
,
Ben Glocker
,
Doreen Heckmann-Nötzel
,
Fabian Isensee
,
Pierre Jannin
,
Charles E. Kahn
,
Jens Kleesiek
,
Tahsin Kurc
,
Michal Kozubek
,
Bennett A. Landman
,
Geert Litjens
,
Klaus Maier-Hein
,
Bjoern Menze
,
Henning Müller
,
Jens Petersen
,
Mauricio Reyes
,
Nicola Rieke
,
Bram Stieltjes
,
Ronald M. Summers
,
Sotirios A. Tsaftaris
,
Bram van Ginneken
,
Annette Kopp-Schneider
,
Paul Jäger
,
Lena Maier-Hein
A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging data
Gabriel Alexander Salg
,
Maria-Katharina Ganten
,
Andreas Michael Bucher
,
Hannes Goetz Kenngott
,
Matthias Alexander Fink
,
Constantin Seibold
,
Ricarda Elisabeth Fischbach
,
Kai Schlamp
,
Carlos Alberto Velandia
,
Philipp Fervers
,
Felix Doellinger
,
Anna Luger
,
Saif Afat
,
Uta Merle
,
Markus K. Diener
,
Philippe L. Pereira
,
Tobias Penzkofer
,
Thorsten Persigehl
,
Ahmed Othman
,
Claus Peter Heußel
,
Matthias Baumhauer
,
Gerlig Widmann
,
Konstantinos Stathopoulos
,
Bernd Hamm
,
Thomas J. Vogl
,
Konstantin Nikolaou
,
Hans-Ulrich Kauczor
,
Jens Kleesiek
A Relational-learning Perspective to Multi-label Chest X-ray Classification
Anjany Sekuboyina
,
Daniel Oñoro-Rubio
,
Jens Kleesiek
,
Brandon Malone
A web client-based online DICOM browser and NRRD converter for Studierfenster
Christopher A. Ramirez Bedoya
,
Daniel Wild
,
Antonio Pepe
,
Christina Gsaxner
,
Jianning Li
,
Jan Egger
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism
Constantin Seibold
,
Matthias A. Fink
,
Charlotte Goos
,
Hans-Ulrich Kauczor
,
Heinz-Peter Schlemmer
,
Rainer Stiefelhagen
,
Jens Kleesiek
Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study
Klaus Kades
,
Jan Sellner
,
Gregor Koehler
,
Peter M. Full
,
T. Y. Emmy Lai
,
Jens Kleesiek
,
Klaus H. Maier-Hein
TsmoBN: Interventional Generalization for Unseen Clients in Federated Learning
Meirui Jiang
,
Xiaofei Zhang
,
Michael Kamp
,
Xiaoxiao Li
,
Qi Dou
Towards the Automatization of Cranial Implant Design in Cranioplasty II
Jianning Li
,
Jan Egger
Synthetic skull bone defects for automatic patient-specific craniofacial implant design
Jianning Li
,
Christina Gsaxner
,
Antonio Pepe
,
Ana Morais
,
Victor Alves
,
Gord von Campe
,
Jürgen Wallner
,
Jan Egger
Sparse Convolutional Neural Network for Skull Reconstruction
Artem Kroviakov
,
Jianning Li
,
Jan Egger
SkullBreak/SkullFix–Dataset for automatic cranial implant design and a benchmark for volumetric shape learning tasks
Oldřich Kodym
,
Jianning Li
,
Antonio Pepe
,
Christina Gsaxner
,
Sasank Chilamkurthy
,
Jan Egger
,
Michal Španěl
Relative Flatness and Generalization
Henning Petzka
,
Michael Kamp
,
Linara Adilova
,
Cristian Sminchisescu
,
Mario Boley
Radiomics in head and neck cancer
Maria Gonçalves
,
Christina Gsaxner
,
Jan Egger
,
Victor Alves
PCA-Skull: 3D Skull Shape Modelling Using Principal Component Analysis
Lei Yu
,
Jianning Li
,
Jan Egger
Novelty Detection in Sequential Data by Informed Clustering and Modeling
Linara Adilova
,
Siming Chen
,
Michael Kamp
MUG500+: Database of 500 high-resolution healthy human skulls and 29 craniotomy skulls and implants
Jianning Li
,
Marcell Krall
,
Florian Trummer
,
Afaque Rafique Memon
,
Antonio Pepe
,
Christina Gsaxner
,
Yuan Jin
,
Xiaojun Chen
,
Hannes Deutschmann
,
Ulrike Zefferer
MOMO--Deep Learning-driven classification of external DICOM studies for PACS archivation
Frederic Jonske
,
Maximilian Dederichs
,
Moon-Sung Kim
,
Jan Egger
,
Lale Umutlu
,
Michael Forsting
,
Felix Nensa
,
Jens Kleesiek
Medical image segmentation in oral-maxillofacial surgery
Jianning Li
,
Marius Erdt
,
Firdaus Janoos
,
Ti-chiun Chang
,
Jan Egger
Learning to rearrange voxels in binary segmentation masks for smooth manifold triangulation
Jianning Li
,
Antonio Pepe
,
Christina Gsaxner
,
Yuan Jin
,
Jan Egger
Künstliche Intelligenz in der onkologischen Radiologie: Ein (P)review
Andreas M. Bucher
,
Jens Kleesiek
Inside-out instrument tracking for surgical navigation in augmented reality
Christina Gsaxner
,
Jianning Li
,
Antonio Pepe
,
Dieter Schmalstieg
,
Jan Egger
Federated Learning from Small Datasets
Michael Kamp
,
Jonas Fischer
,
Jilles Vreeken
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
Xiaoxiao Li
,
Meirui Jiang
,
Xiaofei Zhang
,
Michael Kamp
,
Qi Dou
Effects of Pre-Operative Risk Factors on Intensive Care Unit Length of Stay (ICU-LOS) in Major Oral and Maxillofacial Cancer Surgery
Juergen Wallner
,
Michael Schwaiger
,
Sarah-Jayne Edmondson
,
Irene Mischak
,
Jan Egger
,
Matthias Feichtinger
,
Wolfgang Zemann
,
Mauro Pau
Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact
Jan Egger
,
Antonio Pepe
,
Christina Gsaxner
,
Yuan Jin
,
Jianning Li
,
Roman Kern
Deep learning and particle filter-based aortic dissection vessel tree segmentation
Yuan Jin
,
Antonio Pepe
,
Jianning Li
,
Christina Gsaxner
,
Jan Egger
Deep learning and generative adversarial networks in oral and maxillofacial surgery
Antonio Pepe
,
Gianpaolo Francesco Trotta
,
Christina Gsaxner
,
A. Brunetti
,
Giacomo Donato Cascarano
,
Vitoantonio Bevilacqua
,
D. Shen
,
J. Egger
Automatic skull defect restoration and cranial implant generation for cranioplasty
Jianning Li
,
Gord von Campe
,
Antonio Pepe
,
Christina Gsaxner
,
Enpeng Wang
,
Xiaojun Chen
,
Ulrike Zefferer
,
Martin Tödtling
,
Marcell Krall
,
Hannes Deutschmann
Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations
Antonio Pepe
,
Jan Egger
,
Marina Codari
,
Martin J. Willemink
,
Christina Gsaxner
,
Jianning Li
,
Peter M. Roth
,
Gabriel Mistelbauer
,
Dieter Schmalstieg
,
Dominik Fleischmann
AutoImplant 2020-first MICCAI challenge on automatic cranial implant design
Jianning Li
,
Pedro Pimentel
,
Angelika Szengel
,
Moritz Ehlke
,
Hans Lamecker
,
Stefan Zachow
,
Laura Estacio
,
Christian Doenitz
,
Heiko Ramm
,
Haochen Shi
Augmented reality in oral and maxillofacial surgery
Christina Gsaxner
,
Ulrich Eck
,
Dieter Schmalstieg
,
Nassir Navab
,
Jan Egger
Approaches to Uncertainty Quantification in Federated Deep Learning
Florian Linsner
,
Linara Adilova
,
Sina Däubener
,
Michael Kamp
,
Asja Fischer
An online platform for automatic skull defect restoration and cranial implant design
Jianning Li
,
Antonio Pepe
,
Christina Gsaxner
,
Jan Egger
Ai-based aortic vessel tree segmentation for cardiovascular diseases treatment: status quo
Yuan Jin
,
Antonio Pepe
,
Jianning Li
,
Christina Gsaxner
,
Fen-hua Zhao
,
Jens Kleesiek
,
Alejandro F. Frangi
,
Jan Egger
A review on patient-specific facial and cranial implant design using Artificial Intelligence (AI) techniques
Afaque Rafique Memon
,
Jianning Li
,
Jan Egger
,
Xiaojun Chen
A patch-based-approach for aortic landmarking
Michael Schmied
,
Antonio Pepe
,
Jan Egger
A cloud-based centerline algorithm for Studierfenster
Christina Dionysio
,
Daniel Wild
,
Antonio Pepe
,
Christina Gsaxner
,
Jianning Li
,
Luis Alvarez
,
Jan Egger
Self-Guided Multiple Instance Learning for Weakly Supervised Thoracic DiseaseClassification and Localizationin Chest Radiographs
Constantin Seibold
,
Jens Kleesiek
,
Heinz-Peter Schlemmer
,
Rainer Stiefelhagen
Joint Imaging Platform for Federated Clinical Data Analytics
Jonas Scherer
,
Marco Nolden
,
Jens Kleesiek
,
Jasmin Metzger
,
Klaus Kades
,
Verena Schneider
,
Michael Bach
,
Oliver Sedlaczek
,
Andreas M. Bucher
,
Thomas J. Vogl
,
Frank Grünwald
,
Jens-Peter Kühn
,
Ralf-Thorsten Hoffmann
,
Jörg Kotzerke
,
Oliver Bethge
,
Lars Schimmöller
,
Gerald Antoch
,
Hans-Wilhelm Müller
,
Andreas Daul
,
Konstantin Nikolaou
,
Christian la Fougère
,
Wolfgang G. Kunz
,
Michael Ingrisch
,
Balthasar Schachtner
,
Jens Ricke
,
Peter Bartenstein
,
Felix Nensa
,
Alexander Radbruch
,
Lale Umutlu
,
Michael Forsting
,
Robert Seifert
,
Ken Herrmann
,
Philipp Mayer
,
Hans-Ulrich Kauczor
,
Tobias Penzkofer
,
Bernd Hamm
,
Winfried Brenner
,
Roman Kloeckner
,
Christoph Düber
,
Mathias Schreckenberger
,
Rickmer Braren
,
Georgios Kaissis
,
Marcus Makowski
,
Matthias Eiber
,
Andrei Gafita
,
Rupert Trager
,
Wolfgang A. Weber
,
Jakob Neubauer
,
Marco Reisert
,
Michael Bock
,
Fabian Bamberg
,
Jürgen Hennig
,
Philipp Tobias Meyer
,
Juri Ruf
,
Uwe Haberkorn
,
Stefan O. Schoenberg
,
Tristan Kuder
,
Peter Neher
,
Ralf Floca
,
Heinz-Peter Schlemmer
,
Klaus Maier-Hein
PSMA PET total tumor volume predicts outcome of patients with advanced prostate cancer receiving [177Lu]Lu-PSMA-617 radioligand therapy in a bicentric analysis
Robert Seifert
,
Katharina Kessel
,
Katrin Schlack
,
Manuel Weber
,
Ken Herrmann
,
Maximilian Spanke
,
Wolfgang P. Fendler
,
Boris Hadaschik
,
Jens Kleesiek
,
Michael Schäfers
,
Matthias Weckesser
,
Martin Boegemann
,
Kambiz Rahbar
Semi-automatically quantified tumor volume using Ga-68-PSMA-11-PET as biomarker for survival in patients with advanced prostate cancer
Robert Seifert
,
Ken Herrmann
,
Jens Kleesiek
,
Michael A. Schafers
,
Vijay Shah
,
Zhoubing Xu
,
Guillaume Chabin
,
Sasa Garbic
,
Bruce Spottiswoode
,
Kambiz Rahbar
Künstliche Intelligenz in der Hybridbildgebung
Christian Strack
,
Robert Seifert
,
Jens Kleesiek
Wie funktioniert Radiomics?
Jacob M. Murray
,
Georgios Kaissis
,
Rickmer Braren
,
Jens Kleesiek
Wie funktioniert maschinelles Lernen?
Jens Kleesiek
,
Jacob M. Murray
,
Christian Strack
,
Georgios Kaissis
,
Rickmer Braren
Towards the automatization of cranial implant design in cranioplasty
Jianning Li
,
Jan Egger
Analysis of PSMA expression and outcome in patients with advanced Prostate Cancer receiving $^textrm177$ Lu-PSMA-617 Radioligand Therapy
Robert Seifert
,
Konstantin Seitzer
,
Ken Herrmann
,
Katharina Kessel
,
Michael Schäfers
,
Jens Kleesiek
,
Matthias Weckesser
,
Martin Boegemann
,
Kambiz Rahbar
Künstliche Intelligenz und maschinelles Lernen in der onkologischen Bildgebung
Jens Kleesiek
,
Jacob M. Murray
,
Georgios Kaissis
,
Rickmer Braren
Can Virtual Contrast Enhancement in Brain MRI Replace Gadolinium?: A Feasibility Study
Jens Kleesiek
,
Jan Nikolas Morshuis
,
Fabian Isensee
,
Katerina Deike-Hofmann
,
Daniel Paech
,
Philipp Kickingereder
,
Ullrich Köthe
,
Carsten Rother
,
Michael Forsting
,
Wolfgang Wick
,
Martin Bendszus
,
Heinz-Peter Schlemmer
,
Alexander Radbruch
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