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Bildverarbeitung für die Medizin (bildmed)
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Viewing Publication 1 - 100 from 2397
2024
Bildverarbeitung für die Medizin 2024 - Proceedings, German Conference on Medical Image Computing, Erlangen, March 10-12, 2024
Andreas Maier 0001
,
Thomas M. Deserno
,
Heinz Handels
,
Klaus H. Maier-Hein
,
Christoph Palm
,
Thomas Tolxdorff
, editors,
Informatik Aktuell
, Springer,
2024.
[doi]
Abstract: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection using Contrastive Representations - cOOpD
Silvia Dias Almeida
,
Carsten T. Lüth
,
Tobias Norajitra
,
Tassilo Wald
,
Marco Nolden
,
Paul F. Jäger
,
Claus Peter Heussel
,
Jürgen Biederer
,
Oliver Weinheimer
,
Klaus H. Maier-Hein
.
bildmed 2024
:
115
[doi]
Automated Mitotic Index Calculation via Deep Learning and Immunohistochemistry
Jonas Ammeling
,
Moritz Hecker
,
Jonathan Ganz
,
Taryn A. Donovan
,
Robert Klopfleisch
,
Christof A. Bertram
,
Katharina Breininger
,
Marc Aubreville
.
bildmed 2024
:
123-128
[doi]
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
Marc Aubreville
,
Zhaoya Pan
,
Matti Sievert
,
Jonas Ammeling
,
Jonathan Ganz
,
Nicolai Oetter
,
Florian Stelzle
,
Ann-Kathrin Frenken
,
Katharina Breininger
,
Miguel Goncalves
.
bildmed 2024
:
143-148
[doi]
Abstract: Comprehensive Multi-domain Dataset for Mitotic Figure Detection
Marc Aubreville
,
Frauke Wilm
,
Nikolas Stathonikos
,
Katharina Breininger
,
Taryn A. Donovan
,
Samir Jabari
,
Robert Klopfleisch
,
Mitko Veta
,
Jonathan Ganz
,
Jonas Ammeling
,
Paul J. van Diest
,
Christof A. Bertram
.
bildmed 2024
:
136
[doi]
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction
Lena Augustin
,
Fabian Wagner
,
Mareike Thies
,
Andreas K. Maier
.
bildmed 2024
:
310-315
[doi]
Keynote: Recent Advances in Surgical AI for Next Generation Interventions
Sophia Bano
.
bildmed 2024
:
1
[doi]
Preprocessing Evaluation and Benchmark for Multi-structure Segmentation of the Male Pelvis in MRI on the Gold Atlas Dataset
Francesca De Benetti
,
Smaranda Bogoi
,
Nassir Navab
,
Thomas Wendler 0001
.
bildmed 2024
:
273-278
[doi]
Abstract: Cytologic Scoring of Equine Exercise-induced Pulmonary Hemorrhage - Performance of Human Experts and a Deep Learning
Christof A. Bertram
,
Christian Marzahl
,
Alexander Bartel
,
Jason Stayt
,
Federico Bonsembiante
,
Janet Beeler-Marfisi
,
Ann K. Barton
,
Ginevra Brocca
,
Maria E. Gelain
,
Agnes C. Gläsel
,
Kelly du Preez
,
Kristina Weiler
,
Christiane Weissenbacher-Lang
,
Katharina Breininger
,
Marc Aubreville
,
Andreas K. Maier
,
Robert Klopfleisch
,
Jenny Hill
.
bildmed 2024
:
10
[doi]
Abstract: Radiomics Processing Toolkit - Role of Feature Computation on Prediction Performance
Jonas R. Bohn
,
Christian M. Heidt
,
Silvia Dias Almeida
,
Lisa Kausch
,
Michael Götz
,
Marco Nolden
,
Petros Christopoulos
,
Stephan Rheinheimer
,
Alan A. Peters
,
Oyunbileg von Stackelberg
,
Hans-Ulrich Kauczor
,
Klaus H. Maier-Hein
,
Claus Peter Heußel
,
Tobias Norajitra
.
bildmed 2024
:
129
[doi]
Abstract: Object Detection for Breast Diffusion-weighted Imaging
Dimitrios Bounias
,
Michael Baumgartner 0001
,
Peter F. Neher
,
Balint Kovacs
,
Ralf Floca
,
Paul F. Jaeger
,
Lorenz A. Kapsner
,
Jessica Eberle
,
Dominique Hadler
,
Frederik B. Laun
,
Sabine Ohlmeyer
,
Klaus H. Maier-Hein
,
Sebastian Bickelhaupt
.
bildmed 2024
:
334
[doi]
Abstract: Deep Learning-based Detection of Vessel Occlusions on CT-Angiography in Patients with Suspected Acute Ischemic Stroke
Gianluca Brugnara
,
Michael Baumgartner 0001
,
Edwin D. Scholze
,
Katerina Deike-Hofmann
,
Klaus Kades
,
Jonas Scherer
,
Stefan Denner
,
Hagen Meredig
,
Aditya Rastogi
,
Mustafa A. Mahmutoglu
,
Christian Ulfert
,
Ulf Neuberger
,
Silvia Schönenberger
,
Kai Schlamp
,
Zeynep Bendella
,
Thomas Pinetz
,
Carsten Schmeel
,
Wolfgang Wick
,
Peter A. Ringleb
,
Ralf Floca
,
Markus Möhlenbruch
,
Alexander Radbruch
,
Martin Bendszus
,
Klaus H. Maier-Hein
,
Philipp Vollmuth
.
bildmed 2024
:
9
[doi]
Influence of imperfect annotations on deep learning segmentation models
Christopher Brückner
,
Chang Liu
,
Leonhard Rist
,
Andreas K. Maier
.
bildmed 2024
:
226-231
[doi]
Abstract: Understanding Silent Failures in Medical Image Classification
Till J. Bungert
,
Levin Kobelke
,
Paul F. Jaeger
.
bildmed 2024
:
100
[doi]
Keynote: 4-D+ nanoSCOPE Project
Silke H. Christiansen
.
bildmed 2024
:
2
[doi]
Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models
Salman Ul Hassan Dar
,
Isabelle Ayx
,
Marie Kapusta
,
Theano Papavassiliu
,
Stefan O. Schönberg
,
Sandy Engelhardt
.
bildmed 2024
:
88-93
[doi]
Abstract: Handling Label Uncertainty on the Example of Automatic Detection of Shepherd's Crook RCA in Coronary CT Angiography
Felix Denzinger
,
Michael Wels
,
Oliver Taubmann
,
Florian Kordon
,
Fabian Wagner
,
Stephanie Mehltretter
,
Mehmet A. Gülsün
,
Max Schöbinger
,
Florian André
,
Sebastian Buß 0001
,
Johannes Görich
,
Michael Sühling
,
Andreas K. Maier
,
Katharina Breininger
.
bildmed 2024
:
116
[doi]
Guidance to Noise Simulation in X-ray Imaging
Dominik Eckert
,
Magdalena Herbst
,
Julia Wicklein
,
Christopher Syben
,
Ludwig Ritschl
,
Steffen Kappler
,
Sebastian Stober
.
bildmed 2024
:
184-189
[doi]
Abstract: Focused Unsupervised Image Registration for Structure-specific Population Analysis
Jan Ehrhardt
,
Hristina Uzunova
,
Paul Kaftan
,
Julia Krüger
,
Roland Opfer
,
Heinz Handels
.
bildmed 2024
:
52
[doi]
Automated Lesion Detection in Endoscopic Imagery for Small Animal Models
Thomas Eixelberger
,
Qi Fang
,
Bisan A. Zohud
,
Ralf Hackner
,
Rene Jackstadt
,
Michael Stürzl
,
Elisabeth Naschberger
,
Thomas Wittenberg
.
bildmed 2024
:
190-195
[doi]
Abstract: Realistic Collimated X-ray Image Simulation Pipeline
Benjamin El-Zein
,
Dominik Eckert
,
Thomas Weber 0001
,
Maximilian Rohleder
,
Ludwig Ritschl
,
Steffen Kappler
,
Andreas K. Maier
.
bildmed 2024
:
218
[doi]
Abstract: Combined 3D Dataset for CT- and Point Cloud-based Intra-patient Lung Registration Lung250M-4B
Fenja Falta
,
Christoph Großbröhmer
,
Alessa Hering
,
Alexander Bigalke
,
Mattias P. Heinrich
.
bildmed 2024
:
53
[doi]
Addressing the Bias of the Dice Coefficient - Semantic Segmentation of Peripheral Airways in Lung CT
Fenja Falta
,
Mattias P. Heinrich
,
Marian Himstedt
.
bildmed 2024
:
232-236
[doi]
Abstract: Metal-conscious Embedding for CBCT Projection Inpainting
Fuxin Fan
,
Yangkong Wang
,
Ludwig Ritschl
,
Ramyar Biniazan
,
Marcel Beister
,
Björn W. Kreher
,
Yixing Huang
,
Steffen Kappler
,
Andreas K. Maier
.
bildmed 2024
:
156
[doi]
Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
Maximilian Fischer
,
Peter F. Neher
,
Peter Schüffler
,
Shuhan Xiao
,
Silvia Dias Almeida
,
Constantin Ulrich
,
Alexander Muckenhuber
,
Rickmer Braren
,
Michael Götz
,
Jens Kleesiek
,
Marco Nolden
,
Klaus H. Maier-Hein
.
bildmed 2024
:
158
[doi]
Data Consistent Variational Networks for Zero-shot Self-supervised MR Reconstruction
Florian Fürnrohr
,
Jens Wetzl
,
Marc Vornehm
,
Daniel Giese
,
Florian Knoll
.
bildmed 2024
:
316-321
[doi]
Abstract: Interpretable Medical Image Classification Using Prototype Learning and Privileged Information
Luisa Gallée
,
Meinrad Beer
,
Michael Götz
.
bildmed 2024
:
25
[doi]
Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning
Jonathan Ganz
,
Chloé Puget
,
Jonas Ammeling
,
Eda Parlak
,
Matti Kiupel
,
Christof A. Bertram
,
Katharina Breininger
,
Robert Klopfleisch
,
Marc Aubreville
.
bildmed 2024
:
137-142
[doi]
Application of Active Learning-based on Uncertainty Quantification to Breast Segmentation in MRI
Kai Geißler
,
Markus Wenzel 0003
,
Susanne Diekmann
,
Heinrich von Busch
,
Robert Grimm 0002
,
Hans Meine
.
bildmed 2024
:
178-183
[doi]
Data Augmentation for Images of Chronic Foot Wounds
Max Gutbrod
,
Benedikt Geisler
,
David Rauber
,
Christoph Palm
.
bildmed 2024
:
261-266
[doi]
Neural Implicit k-space with Trainable Periodic Activation Functions for Cardiac MR Imaging
Patrick T. Haft
,
Wenqi Huang
,
Gastão Cruz
,
Daniel Rueckert
,
Veronika A. Zimmer
,
Kerstin Hammernik
.
bildmed 2024
:
82-87
[doi]
Interactive Exploration of Conditional Statistical Shape Models in the Web-browser - exploreCOSMOS
Maximilian Hahn
,
Bernhard Egger
.
bildmed 2024
:
108-113
[doi]
Learning High-resolution Delay-and-sum Beamforming
Christopher Hahne
.
bildmed 2024
:
304-309
[doi]
Displacement Representation for Conditional Point Cloud Registration - HeatReg Applied to 2D/3D Freehand Ultrasound Reconstruction
Lasse Hansen
,
Jürgen Lichtenstein
,
Mattias P. Heinrich
.
bildmed 2024
:
39-45
[doi]
Automated Tooth Instance Segmentation and Pathology Annotation Pipeline for Panoramic Radiographs - Mask-R-CNN Approach with Elastic Transformations
Christopher J. Hansen
,
Jonas Conrad
,
Ronald Seidel
,
Nicolai R. Krekiehn
,
Eren Bora Yilmaz
,
Niklas Koser
,
Martin Götze
,
Toni Gehrmann
,
Sebastian Lauterbach
,
Christian Graetz
,
Christof Dörfer
,
Claus C. Glüer
.
bildmed 2024
:
237-242
[doi]
Abstract: Advancing Large-scale Deformable 3D Registration with Differentiable Volumetric Rasterisation of Point Clouds - Chasing Clouds
Mattias P. Heinrich
,
Alexander Bigalke
,
Christoph Großbröhmer
,
Lasse Hansen
.
bildmed 2024
:
101
[doi]
Accelerating Artificial Intelligence-based Whole Slide Image Analysis with an Optimized Preprocessing Pipeline
Fabian Hörst
,
Sajad H. Schaheer
,
Giulia Baldini
,
Fin Hendrik Bahnsen
,
Jan Egger
,
Jens Kleesiek
.
bildmed 2024
:
356-361
[doi]
Abstract: Generation of Synthetic 3D Data using Simulated MR Examinations in Augmented Reality
Aniol Serra Juhé
,
Daniel Rinck
,
Andreas K. Maier
.
bildmed 2024
:
297
[doi]
Abstracting Volumetric Medical Images with Sparse Keypoints for Efficient Geometric Segmentation of Lung Fissures with a Graph CNN
Paul Kaftan
,
Mattias P. Heinrich
,
Lasse Hansen
,
Volker Rasche
,
Hans A. Kestler
,
Alexander Bigalke
.
bildmed 2024
:
60-65
[doi]
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT
Wenke Karbole
,
Stefan B. Ploner
,
Jungeun Won
,
Anna Marmalidou
,
Hiroyuki Takahashi
,
Nadia K. Waheed
,
James G. Fujimoto
,
Andreas K. Maier
.
bildmed 2024
:
350-355
[doi]
Combining Image- and Geometric-based Deep Learning for Shape Regression - Comparison to Pixel-level Methods for Segmentation in Chest X-ray
Ron Keuth
,
Mattias P. Heinrich
.
bildmed 2024
:
72-77
[doi]
Joint Learning of Image Registration and Change Detection for Lung CT Images
Temke Kohlbrandt
,
Jan Hendrik Moltz
,
Stefan Heldmann
,
Alessa Hering
,
Jan Lellmann
.
bildmed 2024
:
46-51
[doi]
Abstract: Anatomy-informed Data Augmentation for Enhanced Prostate Cancer Detection
Balint Kovacs
,
Nils Netzer
,
Michael Baumgartner 0001
,
Carolin Eith
,
Dimitrios Bounias
,
Clara Meinzer
,
Paul F. Jäger
,
Kevin S. Zhang
,
Ralf Floca
,
Adrian Schrader
,
Fabian Isensee
,
Regula Gnirs
,
Magdalena Görtz
,
Viktoria Schütz
,
Albrecht Stenzinger
,
Markus Hohenfellner
,
Heinz-Peter Schlemmer
,
Ivo Wolf
,
David Bonekamp
,
Klaus H. Maier-Hein
.
bildmed 2024
:
114
[doi]
Advanced Deep Learning for Skin Histoglyphics at Cellular Level
Robert Kreher
,
Naveeth Reddy Chitti
,
Georg Hille
,
Janine Hürtgen
,
Miriam Mengonie
,
Andreas Dominik Braun
,
Thomas Tüting
,
Bernhard Preim
,
Sylvia Saalfeld
.
bildmed 2024
:
66-71
[doi]
Harmonized Import of Clinical Research Data for the Open Source Image Analysis Platform Kaapana
Lucas Kulla
,
Philipp Schader
,
Klaus H. Maier-Hein
,
Marco Nolden
.
bildmed 2024
:
102-107
[doi]
Abstract: RecycleNet - Latent Feature Recycling Leads to Iterative Decision Refinement
Gregor Köhler
,
Tassilo Wald
,
Constantin Ulrich
,
David Zimmerer
,
Paul F. Jaeger
,
Jörg K. H. Franke
,
Simon Kohl
,
Fabian Isensee
,
Klaus H. Maier-Hein
.
bildmed 2024
:
219
[doi]
Unified Retrieval for Streamlining Biomedical Image Dataset Aggregation and Standardization
Raphael Maser
,
Meryem Abbad Andaloussi
,
François Lamoline
,
Andreas Husch
.
bildmed 2024
:
328-333
[doi]
Abstract: Transient Hemodynamics Prediction using an Efficient Octree-based Deep Learning Model
Noah Maul
,
Katharina Zinn
,
Fabian Wagner
,
Mareike Thies
,
Maximilian Rohleder
,
Laura Pfaff
,
Markus Kowarschik
,
Annette Birkhold
,
Andreas K. Maier
.
bildmed 2024
:
362
[doi]
Abstract: Metal Inpainting in CBCT Projections using Score-based Generative Model
Siyuan Mei
,
Fuxin Fan
,
Andreas K. Maier
.
bildmed 2024
:
336
[doi]
Deep Image Prior for Spatio-temporal Fluorescence Microscopy Images DECO-DIP
Lina Meyer
,
Lena-Marie Woelk
,
Christine E. Gee
,
Christian Lohr
,
Sukanya A. Kannabiran
,
Björn-Philipp Diercks
,
René Werner
.
bildmed 2024
:
322-327
[doi]
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks
Luis Carlos Rivera Monroy
,
Leonhard Rist
,
Martin Eberhardt
,
Christian Ostalecki
,
Andreas Bauer
,
Julio Vera
,
Katharina Breininger
,
Andreas K. Maier
.
bildmed 2024
:
160-165
[doi]
Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies
Merlin A. Nau
,
A. Hans Vija
,
Maximilian P. Reymann
,
Wesley Gohn
,
Andreas K. Maier
.
bildmed 2024
:
3-8
[doi]
Segmentation-inspired Image Registration
Saskia Neuber
,
Pia F. Schulz
,
Sven Kuckertz
,
Jan Modersitzki
.
bildmed 2024
:
205-210
[doi]
Ultrasound to CT Image-to-image Translation for Personalized Thyroid Screening
Carl A. Noack
,
Francesca De Benetti
,
Kartikay Tehlan
,
Nassir Navab
,
Thomas Wendler 0001
.
bildmed 2024
:
196-201
[doi]
Abstract: Baseline Pipeline for Automated Eye Redness Extraction with Relation to Clinical Grading
Philipp Ostheimer
,
Arno Lins
,
Bernhard Steger
,
Vito Romano
,
Marco Augustin
,
Daniel Baumgarten
.
bildmed 2024
:
80
[doi]
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs
Kai Packhäuser
,
Lukas Folle
,
Tri-Thien Nguyen
,
Florian Thamm
,
Andreas K. Maier
.
bildmed 2024
:
27-32
[doi]
Abstract: Utility-preserving Measure for Patient Privacy - Deep Learning-based Anonymization of Chest Radiographs
Kai Packhäuser
,
Sebastian Gündel
,
Florian Thamm
,
Felix Denzinger
,
Andreas K. Maier
.
bildmed 2024
:
363
[doi]
Attention-guided Erasing - Novel Augmentation Method for Enhancing Downstream Breast Density Classification
Adarsh Bhandary Panambur
,
Hui Yu
,
Sheethal Bhat
,
Prathmesh Madhu
,
Siming Bayer
,
Andreas K. Maier
.
bildmed 2024
:
13-18
[doi]
Abstract: Semi-automatic White Matter Tract Segmentation using Active Learning atTRACTive
Robin Peretzke
,
Klaus H. Maier-Hein
,
Jonas Bohn
,
Yannick Kirchhoff
,
Saikat Roy
,
Sabrina Oberli-Palma
,
Daniela Becker
,
Pavlina Lenga
,
Peter F. Neher
.
bildmed 2024
:
335
[doi]
Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets
Laura Pfaff
,
Fabian Wagner
,
Julian Hossbach
,
Elisabeth Preuhs
,
Mareike Thies
,
Felix Denzinger
,
Dominik Nickel
,
Tobias Wüerfl
,
Andreas K. Maier
.
bildmed 2024
:
26
[doi]
Abstract: Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography
Stefan B. Ploner
,
Jungeun Won
,
Julia Schottenhamml
,
Jessica Girgis
,
Kenneth Lam
,
Nadia Waheed
,
James G. Fujimoto
,
Andreas K. Maier
.
bildmed 2024
:
203
[doi]
Segment-wise Evaluation in X-ray Angiography Stenosis Detection
Antonia Popp
,
Alaa Abd El Al
,
Marie Hoffmann
,
Ann Laube
,
Peter McGranaghan
,
Volkmar Falk
,
Anja Hennemuth
,
Alexander Meyer
.
bildmed 2024
:
117-122
[doi]
Non-specialist Versus Neural Network - An Example of Gender Classification from Abdominal CT Data
Stephan Prettner
,
Tatyana Ivanovska
.
bildmed 2024
:
249-254
[doi]
Evaluation of Semi-automatic Segmentation of Liver Tumors for Intra-procedural Planning
Dominik Pysch
,
Maja Schlereth
,
Mihai Pomohaci
,
Peter Fischer
,
Katharina Breininger
.
bildmed 2024
:
279-284
[doi]
Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation
Jingna Qiu
,
Frauke Wilm
,
Mathias Öttl
,
Maja Schlereth
,
Chang Liu
,
Tobias Heimann
,
Marc Aubreville
,
Katharina Breininger
.
bildmed 2024
:
11
[doi]
Generalizable Kidney Segmentation for Total Volume Estimation
Anish Raj
,
Laura Hansen
,
Fabian Tollens
,
Dominik Nörenberg
,
Giulia Villa
,
Anna Caroli
,
Frank G. Zöllner
.
bildmed 2024
:
285-290
[doi]
Abstract: Physics-informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T
Junaid R. Rajput
,
Tim A. Möhle
,
Moritz S. Fabian
,
Angelika Mennecke
,
Jochen A. Sembill
,
Joji B. Kuramatsu
,
Manuel Schmidt
,
Arnd Dörfler
,
Andreas K. Maier
,
Moritz Zaiss
.
bildmed 2024
:
337
[doi]
Segmentation-guided Medical Image Registration - Quality Awareness using Label Noise Correctionn
Varsha Raveendran
,
Veronika Spieker
,
Rickmer F. Braren
,
Dimitrios C. Karampinos
,
Veronika A. Zimmer
,
Julia A. Schnabel
.
bildmed 2024
:
33-38
[doi]
Abstract: Flexible Unfolding of Circular Structures for Rendering Textbook-style Cerebrovascular Maps
Leonhard Rist
,
Oliver Taubmann
,
Hendrik Ditt
,
Michael Sühling
,
Andreas K. Maier
.
bildmed 2024
:
12
[doi]
Abstract: Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation
Maximilian Rohleder
,
Charlotte Pradel
,
Fabian Wagner
,
Mareike Thies
,
Noah Maul
,
Felix Denzinger
,
Andreas K. Maier
,
Björn W. Kreher
.
bildmed 2024
:
217
[doi]
Abstract: Denoising of Home OCT Images using Noise-to-noise Trained on Artificial Eye Data
Marc Rowedder
,
Timo Kepp
,
Tobias Neumann
,
Helge Sudkamp
,
Gereon Hüttmann
,
Heinz Handels
.
bildmed 2024
:
155
[doi]
Abstract: 3D Medical Image Segmentation with Transformer-based Scaling of ConvNets - MedNeXt
Saikat Roy
,
Gregor Köhler
,
Michael Baumgartner 0001
,
Constantin Ulrich
,
Fabian Isensee
,
Paul F. Jaeger
,
Klaus H. Maier-Hein
.
bildmed 2024
:
79
[doi]
Smoke Classification in Laparoscopic Cholecystectomy Videos Incorporating Spatio-temporal Information
Tobias Rueckert
,
Maximilian Rieder
,
Hubertus Feussner
,
Dirk Wilhelm
,
Daniel Rueckert
,
Christoph Palm
.
bildmed 2024
:
298-303
[doi]
Improving Segmentation Models for AR-guided Liver Surgery using Synthetic Images
Michael Schwimmbeck
,
Serouj Khajarian
,
Stefanie Remmele
.
bildmed 2024
:
172-177
[doi]
Abstract: Reducing Domain Shift in Deep Learning for OCT Segmentation using Image Manipulations
Marc S. Seibel
,
Joshua Niemeijer
,
Marc Rowedder
,
Helge Sudkamp
,
Timo Kepp
,
Gereon Hüttmann
,
Heinz Handels
.
bildmed 2024
:
81
[doi]
Computational Ontology and Visualization Framework for the Visual Comparison of Brain Atrophy Profiles
Devesh Singh
,
Martin Dyrba
.
bildmed 2024
:
149-154
[doi]
Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects
Marietta Stegmaier
,
Johanna P. Müller
,
Christian Schröder
,
Thomas G. Day
,
Michela Cuomo
,
Oliver Dewald
,
Sven Dittrich
,
Bernhard Kainz
.
bildmed 2024
:
255-260
[doi]
Influence of Prompting Strategies on Segment Anything Model (SAM) for Short-axis Cardiac MRI Segmentation
Josh Stein
,
Maxime Di Folco
,
Julia A. Schnabel
.
bildmed 2024
:
54-59
[doi]
Abstract: Multistage Registration of CT and Biopsy CT Images of Lung Tumors
Anika Strittmatter
,
Alexander Hertel
,
Steffen Diehl
,
Matthias F. Froelich
,
Stefan O. Schönberg
,
Sonja Loges
,
Tobias Boch
,
Daniel Nowak
,
Alexander Streuer
,
Lothar R. Schad
,
Frank G. Zöllner
.
bildmed 2024
:
202
[doi]
Magnetisation Reconstruction for Quantum Metrology
Kartikay Tehlan
,
Michele Bissolo
,
Riccardo Silvioli
,
Johannes Oberreuter
,
Andreas Stier
,
Nassir Navab
,
Thomas Wendler 0001
.
bildmed 2024
:
166-171
[doi]
Abstract: Gradient-based Geometry Learning for Fan-beam CT Reconstruction
Mareike Thies
,
Fabian Wagner
,
Noah Maul
,
Lukas Folle
,
Manuela Meier
,
Maximilian Rohleder
,
Linda-Sophie Schneider
,
Laura Pfaff
,
Mingxuan Gu
,
Jonas Utz
,
Felix Denzinger
,
Michael Manhart 0001
,
Andreas K. Maier
.
bildmed 2024
:
204
[doi]
Exploring Epipolar Consistency Conditions
Mareike Thies
,
Fabian Wagner
,
Mingxuan Gu
,
Siyuan Mei
,
Yixing Huang
,
Sabrina Pechmann
,
Oliver Aust
,
Daniela Weidner
,
Georgiana Neag
,
Stefan Uderhardt
,
Georg Schett
,
Silke H. Christiansen
,
Andreas K. Maier
.
bildmed 2024
:
211-216
[doi]
Multi-task Learning to Improve Semantic Segmentation of CBCT Scans using Image Reconstruction
Maximilian Ernst Tschuchnig
,
Julia Coste-Marin
,
Philipp Steininger
,
Michael Gadermayr
.
bildmed 2024
:
243-248
[doi]
Towards Unified Multi-modal Dataset Creation for Deep Learning Utilizing Structured Reports
Malte Tölle
,
Lukas Burger
,
Halvar Kelm
,
Sandy Engelhardt
.
bildmed 2024
:
130-135
[doi]
Abstract: Multi-dataset Approach to Medical Image Segmentation - MultiTalent
Constantin Ulrich
,
Fabian Isensee
,
Tassilo Wald
,
Maximilian Zenk
,
Michael Baumgartner 0001
,
Klaus H. Maier-Hein
.
bildmed 2024
:
78
[doi]
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels
Linda Vorberg
,
Oliver Taubmann
,
Hendrik Ditt
,
Andreas K. Maier
.
bildmed 2024
:
267-272
[doi]
Abstract: Self-supervised CT Dual Domain Denoising using Low-parameter Models
Fabian Wagner
,
Mareike Thies
,
Laura Pfaff
,
Oliver Aust
,
Sabrina Pechmann
,
Daniela Weidner
,
Noah Maul
,
Maximilian Rohleder
,
Mingxuan Gu
,
Jonas Utz
,
Felix Denzinger
,
Andreas K. Maier
.
bildmed 2024
:
159
[doi]
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning
Tianyi Wang
,
Chang Liu
,
Leonhard Rist
,
Andreas K. Maier
.
bildmed 2024
:
291-296
[doi]
Appearance-based Debiasing of Deep Learning Models in Medical Imaging
Frauke Wilm
,
Marcel Reimann
,
Oliver Taubmann
,
Alexander Mühlberg
,
Katharina Breininger
.
bildmed 2024
:
19-24
[doi]
Abstract: Self-supervised Pre-training for Dealing with Small Datasets in Deep Learning for Medical Imaging - Evaluation of Contrastive and Masked Autoencoder Methods
Daniel Wolf
,
Tristan Payer
,
Catharina Silvia Lisson
,
Christoph Gerhard Lisson
,
Meinrad Beer
,
Michael Götz
,
Timo Ropinski
.
bildmed 2024
:
157
[doi]
Comparing Image Segmentation Neural Networks for the Analysis of Precision Cut Lung Slices
Mohan Xu
,
Susann Dehmel
,
Lena Wiese
.
bildmed 2024
:
338-343
[doi]
Comparison of Deep Learning Image-to-image Models for Medical Image Translation
Zeyu Yang
,
Frank G. Zöllner
.
bildmed 2024
:
344-349
[doi]
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant - GPT4MR
Moritz Zaiss
,
Junaid R. Rajput
,
Hoai Nam Dang
,
Vladimir Golkov
,
Daniel Cremers
,
Florian Knoll
,
Andreas K. Maier
.
bildmed 2024
:
94-99
[doi]
Self-supervised Vessel Segmentation from X-ray Images using Digitally Reconstructed Radiographs
Zichen Zhang
,
Baochang Zhang 0003
,
Mohammad Farid Azampour
,
Shahrooz Faghihroohi
,
Agnieszka Tomczak
,
Heribert Schunkert
,
Nassir Navab
.
bildmed 2024
:
220-225
[doi]
2023
Towards Clinical Translation of Deep Learning-based Classification of DSA Image Sequences for Stroke Treatment
Timo Baumgärtner
,
Benjamin J. Mittmann
,
Till Malzacher
,
Johannes Roßkopf
,
Michael Braun
,
Bernd Schmitz
,
Alfred M. Franz
.
bildmed 2023
:
95-101
[doi]
Abstract: Implementation of a Real-time 3D-thermometry Pipeline in Gadgetron for Easy Clinical Integration
Dominik Horstmann
,
Karen Meyer zu Hartlage
,
Daniel L. Reimert
,
Joaquin J. Löning Caballero
,
Othmar Belker
,
Frank K. Wacker
,
Bennet Hensen
,
Marcel Gutberlet
.
bildmed 2023
:
299
[doi]
Abstract: Determination of Unknown Biomechanical Parameters of a Screw-vertebra MBS Model
Ivanna Kramer
,
Sabine Bauer 0001
,
Dietrich Paulus
.
bildmed 2023
:
197
[doi]
Applicability of BI-RADS Criteria for Deep Learning-based Classification of Suspicious Masses in Sonograms
Christian Schmidt
,
Heinrich M. Overhoff
.
bildmed 2023
:
108-113
[doi]
Localizable Instruments for Navigated Treatment of Ischemic Stroke
Lena Stevanovic
,
Ramona Bodanowitz
,
Benjamin J. Mittmann
,
Ann-Kathrin Greiner-Perth
,
Eva Marschall
,
Tobias Kannberg
,
Timo Baumgärtner
,
Michael Braun
,
Bernd Schmitz
,
Alfred M. Franz
.
bildmed 2023
:
279-284
[doi]
Keynote: Fully Automated Bone Removal in CBCT of the Lower Body Stem
Hinrich B. Winther
,
Sabine Maschke
,
Lena Becker
,
Cornelia Dewald
,
Marcel Eicke
,
Bernhard C. Meyer
.
bildmed 2023
:
2
[doi]
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