Prof. Prof. h.c. Dr.-Ing.

Dorit Merhof

Lehrstuhlinhaberin

 103
 +49 241 80 27860
 +49 241 80 22200
 Dorit.Merhof@lfb.rwth-aachen.de



Curriculum Vitae

Juli 2013 – jetzt Professorin (W3), Lehrstuhl für Bildverarbeitung, RWTH Aachen
Okt 2009 – Juni 2013 Junior-Professorin (W1) für Visual Computing, Universität Konstanz
Jan 2008 – Sep 2009 Research Scientist, Siemens Molecular Imaging, Oxford, UK
Okt 2007 Promotion (Dr.-Ing.) in medizinischer Bildanalyse und Visualisierung
Dissertation: „Reconstruction and Visualization of Neuronal Pathways from Diffusion Tensor Data
Okt 2003 – Dez 2007 Wissenschaftliche Mitarbeiterin am Lehrstuhl für Graphische Datenverarbeitung, Friedrich-Alexander-Universität Erlangen-Nürnberg
Okt 1998 – Sep 2003 Studium der Informatik (Dipl.‐Inf.), Friedrich-Alexander-Universität Erlangen-Nürnberg

Funktionen


Veröffentlichungen

 

Bücher und Buchkapitel

2019

Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Kevin Kielholz and Dorit Merhof
Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods
In: Pattern Recognition Applications and Methods (ICPRAM 2018, Revised Selected Papers)

2017

Simon Koppers, Matthias Friedrichs and Dorit Merhof
Reconstruction of Diffusion Anisotropies using 3D Deep Convolutional Neural Networks in Diffusion Imaging
In: Modeling, Analysis, and Visualization of Anisotropy

2016

Simon Koppers and Dorit Merhof
Qualitative Comparison of Reconstruction Algorithms for Diffusion Imaging
In: Visualization of the Brain and its Pathologies – Technical and Neurosurgical Aspects

2016

Andreas Graumann, Mirco Richter, Christopher Nimsky and Dorit Merhof
Exploring Crossing Fibers of the Brain's White Matter using Directional Regions of Interest
In: Visualization in Medicine and Life Sciences III

2012

Elisabeth Stühler and Dorit Merhof
Principal Component Analysis Applied to SPECT and PET Data of Dementia Patients – A Review
In: Principal Component Analysis – Multidisciplinary Applications

 

2007

Dorit Merhof
Reconstruction and Visualization of Neuronal Pathways from Diffusion Tensor Data
In: Arbeitsberichte des Departments Informatik (PhD Thesis)

 

Journal Veröffentlichungen

2019

Lisa Ernst, Marcin Kopaczka, Mareike Schulz, Steven R. Talbot, Leonie Zieglowski, Marco Meyer, Stefan Bruch, Dorit Merhof and René H. Tolba
Improvement of the Mouse Grimace Scale set-up for Implementing of a Semi-automated Mouse Grimace Scale MGS Scoring (Part 1)
In: Laboratory animals

2019

Lisa Ernst, Marcin Kopaczka, Mareike Schulz, Steven R. Talbot, Birgitta Struve, Christine Häger, André Bleich, Mattea Durst, Paulin Jirkof, Margarete Arras, Roelof Maarten van Dijk, Nina Miljanovic, Heidrun Potschka, Dorit Merhof and René H. Tolba
Semi-automated generation of pictures for the Mouse Grimace Scale: A multi-laboratory analysis (Part 2)
In: Laboratory animals

2019

Leon Weninger, Christoph Haarburger and Dorit Merhof
Robustness of Radiomics for Survival Prediction of Brain Tumor Patients Depending on Resection Status
In: Frontiers in Computational Neuroscience 13

2019

Laura Hoppe Alvarez, Sabine Eisold, Rustam A. Gumerov, Martin Strauch, Andrey A. Rudov, Pia Lenssen, Dorit Merhof, Igor I. Potemkin, Ulrich Simon and Dominik Wöll
Deformation of Microgels at Solid-Liquid Interfaces Visualized in Three-Dimension
In: Nano Letters 19 (12)

2019

Georg Wimmer, Michael Gadermayr, Gernot Wolkersdörfer, Roland Kwitt, Toru Tamaki, Jens Tischendorf, Michael Häfner, Shigeto Yoshida, Shinji Tanaka, Dorit Merhof, Andreas Uhl
Quest for the best endoscopic imaging modality for computer-assisted colonic polyp staging
In: World Journal of Gastroenterology

2019

Daniel Truhn, Björn Sondern, Simon Oehrl, Markus Tingart, Matthias Knobe, Dorit Merhof, Christiane Kuhl, Johannes Thüring and Sven Nebelung
Differentiation of human cartilage degeneration by functional MRI mapping — an ex vivo study
In: European Radiology

2019

Daniel Truhn, Simone Schrading, Christoph Haarburger, Hannah Schneider, Dorit Merhof and Christiane Kuhl
Radiomic versus Convolutional Neural Networks Analysis for Classification of Contrast-enhancing Lesions at Multiparametric Breast MRI
In: Radiology 290 (2)

2019

Chantal MW Tax, Francesco Grussu, Enrico Kaden, Lipeng Ning, Umesh Rudrapatna, John Evans, Samuel St-Jean, Alexander Leemans, Simon Koppers, Dorit Merhof, others
Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms
In: NeuroImage

2019

Marcin Kopaczka, Lukas Breuer, Justus Schock and Dorit Merhof
A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings
In: Sensors

2019

Marcin Kopaczka, Raphael Kolk, Justus Schock, Felix Burkhard and Dorit Merhof
A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels
In: IEEE Transactions on Instrumentation and Measurement

2019

Christoph Haarburger, Justus Schock, Michael Baumgartner, Oliver Rippel and Dorit Merhof
Delira: A High-Level Framework for Deep Learning in Medical Image Analysis
In: Journal of Open Source Software

2019

Michael Gadermayr, Laxmi Gupta, Vitus Appel, Peter Boor, Barbara Mara Klinkhammer and Dorit Merhof
Generative Adversarial Networks for Facilitating Stain-Independent Supervised & Unsupervised Segmentation: A Study on Kidney Histology
In: IEEE Transactions on Medical Imaging

2019

Michael Gadermayr, Ann-Kathrin Dombrowski, Barbara Mara Klinkhammer, Peter Boor and Dorit Merhof
CNN Cascades for Segmenting Sparse Objects in Gigapixel Whole Slide Images
In: Computerized Medical Imaging and Graphics 71

2019

Daniel Bug, Friedrich Feuerhake, Eva Oswald, Julia Schüler and Dorit Merhof
Semi-Automated Analysis of Digital Whole Slides from Humanized Lung-Cancer Xenograft Models for Checkpoint Inhibitor Response Prediction
In: Oncotarget

2018

Georg Wimmer, Michael Gadermayr, Roland Kwitt, Michael Häfner, Toru Tamaki, Shigeto Yoshida Shinji Tanaka, Dorit Merhof, Andreas Uhl
Training of Polyp Staging Systems using Mixed Imaging Modalities
In: Computers in Biology and Medicine

2018

Sascha E.A. Muenzing, Martin Strauch, James W. Truman, Katja Bühler, Andreas Thum and Dorit Merhof
larvalign: Aligning gene expression patterns from the larval brain of Drosophila melanogaster
In: Neuroinformatics 16 (1)

2018

Joschka zur Jacobsmühlen, Jan Achterhold, Stefan Kleszczynski, Gerd Witt and Dorit Merhof
In-situ Measurement of Part Geometries in Layer Images from Laser Beam Melting Processes
In: Progress in Additive Manufacturing

2018

Michael Gadermayr, Georg Wimmer, Hubert Kogler, Andreas Vécsei, Dorit Merhof and Andreas Uhl
Automated Classification of Celiac Disease During Upper Endoscopy: Status Quo and Quo Vadis
In: Computers in Biology and Medicine

2018

Michael Gadermayr, Constantin Disch, Madlaine Müller, Dorit Merhof and Burkhard Gess
A Comprehensive Study on Automated Muscle Segmentation for Assessing Fat Infiltration in Neuromuscular Diseases
In: Magnetic Reconance Imaging (MRI) 48

2017

Jakob Unger, Mike Mansour, Marcin Kopaczka, Nina Gronloh, Marc Spehr and Dorit Merhof
An Unsupervised Learning Approach for Tracking Mice in an Enclosed Area
In: BMC Bioinformatics 18 (272)

2017

Michael Gadermayr, Dennis Eschweiler, Abiramjee Jeevanesan, Barbara Mara Klinkhammer, Peter Boor and Dorit Merhof
Segmenting Renal Whole Slide Images Virtually Without Training Data
In: Computers in Biology and Medicine 90

2017

Michael Gadermayr, Dorit Merhof, Andreas Vécsei and Andreas Uhl
Degradation Adaptive Texture Classification for Real-World Application Scenarios
In: Pattern Recognition and Image Analysis 27 (1)

2016

Jakob Unger, Dorit Merhof and Susanne Renner
Computer vision applied to herbarium specimens of German trees: Testing the future utility of the two million JSTOR plant images for automated identification
In: BMC Evolutionary Biology 16 (1)

2016

Nicolai Brill, Mathias Wirtz, Dorit Merhof, Markus Tingart, Holger Jahr, Daniel Truhn, Robert Schmitt and Sven Nebelung
Polarization-Sensitive Optical Coherence Tomography-Based Imaging, Parameterization and Quantification of Human Cartilage Degeneration
In: Journal of Biomedical Optics 21 (7)

2016

Sven Nebelung, Nicolai Brill, Felix Müller, Markus Tingart, Thomas Pufe, Dorit Merhof, Robert Schmitt, Holger Jahr and Daniel Truhn
Towards Optical Coherence Tomography-Based Elastographic Evaluation of Human Cartilage
In: Journal of the Mechanical Behavior of Biomedical Materials 56

2016

Marcin Moch, Reinhard Windoffer, Nicole Schwarz, Raphaela Pohl, Jaroslav Lazar, Andreas Omenzetter, Uwe Schnakenberg, Fabian Herb, Kraisorn Chaisaowong, Dorit Merhof, Lena Ramms, Gloria Fabris, Bernd Hoffmann, Rudolf Merkel and Rudolf E. Leube
Effects of Plectin Depletion on Keratin Network Dynamics and Organization
In: PLOS ONE 11 (3)

2016

Michael Gadermayr, Hubert Kogler, Maximilian Karla, Dorit Merhof, Andreas Uhl and Andreas Vécsei
Computer-aided texture analysis combined with experts’ knowledge: Improving endoscopic celiac disease diagnosis
In: World Journal of Gastroenterology (WJG) 22 (31)

2016

David Friedrich, Alfred Böcking, Dietrich Meyer-Ebrecht and Dorit Merhof
Removing defocused objects from single focal plane scans of cytological slides
In: Journal of Pathology Informatics 7

2015

Minmin Shen, Chen Li, Wei Huang, Paul Szyszka, Kimiaki Shirahama, Marcin Grzegorzek, Dorit Merhof and Oliver Deussen
Interactive Tracking of Insect Posture
In: Pattern Recognition 48 (11)

2015

Minmin Shen, Paul Szyszka, Oliver Deussen, C. Giovanni Galizia and Dorit Merhof
Automated Tracking and Analysis of Behavior in Restrained Insects
In: Journal of Neuroscience Methods 293

2015

Felix Schönenberger, Anja Deutzmann, Elisa Ferrando-May, Dorit Merhof
Discrimination of cell cycle phases in PCNA-immunolabeled cells
In: BMC Bioinformatics 16 (180)

2014

Annika Zuschlag, Michail Schwab, Dorit Merhof and Giso Hahn
Transition metal precipitates in mc Si: a new detection method using 3D-FIB
In: Solid State Phenomena 205-206

2014

Simon J. Sonntag, Wei Li, Michael Becker, Wiebke Kaestner, Martin R. Büsen, Nikolaus Marx, Dorit Merhof and Ulrich Steinseifer
Combined Computational and Experimental Approach to Improve the Assessment of Mitral Regurgitation by Echocardiography
In: Annals of Biomedical Engineering 42 (5)

2014

Dorian Schneider, Yves-Simon Gloy and Dorit Merhof
Vision based on-loom measurement of yarn densities in woven fabrics
In: IEEE Transactions on Instrumentation and Measurement 64 (4)

2014

Dorian Schneider and Dorit Merhof
Blind weave detection for woven fabrics
In: Pattern Analysis and Applications 18 (3)

2014

Dorian Schneider, Timm Holtermann and Dorit Merhof
A traverse inspection system for high precision visual on-loom fabric defect detection
In: Machine Vision and Applications 25 (6)

2013

Martin Strauch, Clemens Müthing, Marc P. Brög, Paul Szyska, Daniel Münch, Thomas Laudes, Oliver Deussen, C. Giovanni Galizia and Dorit Merhof
The Looks of an Odor - Visualising Neural Odor Response Patterns in Real Time
In: BMC Bioinformatics 14 (Suppl 19)

2013

Mirco Richter, Amir Zolal, Oliver Ganslandt, Michael Buchfelder, Christopher Nimsky, Dorit Merhof
Evaluation of diffusion-tensor imaging-based global search and tractography for tumor surgery close to the language system.
In: PLOS ONE 8 (1)

2013

Daniela Kuhnt, Miriam H.A. Bauer, Jens Sommer, Dorit Merhof and Christopher Nimsky
Optic Radiation Fiber Tractography in Glioma Patients Based on High Angular Resolution Diffusion Imaging with Compressed Sensing Compared with Diffusion Tensor Imaging - Initial Experience
In: PLoS ONE 8 (7)

2013

Daniela Kuhnt, Miriam H. Bauer, Jan Egger, Mirco Richter, Tina Kapur, Jens Sommer, Dorit Merhof and Christopher Nimsky
Fiber Tractography Based on Diffusion Tensor Imaging Compared with High-Angular-Resolution Diffusion Imaging with Compressed Sensing: Initial Experience
In: Neurosurgery 72 (Suppl 1)

2013

Anne K. Krug, Nina V. Balmer, Florian Matt, Felix Schönenberger, Dorit Merhof and Marcel Leist
Evaluation of a human neurite growth assay as specific screen for developmental neurotoxicants
In: Archives of Toxicology 87 (12)

2012

Daniela Kuhnt, Miriam H. Bauer, Andreas Becker, Dorit Merhof, Amir Zolal, Mirco Richter, Peter Grummich, Oliver Ganslandt, Michael Buchfelder, Christopher Nimsky
Intraoperative visualization of fiber tracking based reconstruction of language pathways in glioma surgery.
In: Neurosurgery 70 (4)
2012

Hendrik Strobelt, Enrico Bertini, Joachim Braun, Oliver Deussen, Ulrich Groth, Thomas U. Mayer and Dorit Merhof
HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform
In: BMC Bioinformatics 13 (Suppl 8)
2011

Dorit Merhof, Pawel Markiewicz, Günther Platsch, Jérôme Declerck, Markus Weih, Johannes Kornhuber, Torsten Kuwert, Julian C. Matthews and Karl Herholz
Optimized data preprocessing for multivariate analysis applied to 99mTc-ECD SPECT datasets of Alzheimer’s patients and asymptomatic controls
In: Journal of Cerebral Blood Flow & Metabolism (published in partnership with Nature Publishing Group) 31 (1)

 

2011

Courtney A. Bishop, Mark Jenkinson, Jesper L. R. Andersson, Jérôme Declerck and Dorit Merhof
Novel Fast Marching for Automated Segmentation of the Hippocampus (FMASH): Method and validation on clinical data
In: NeuroImage 55 (3)

 

2009

Dorit Merhof, Martin Meister, Ezgi Bingöl, Christopher Nimsky and Günther Greiner
Iso-Surface based Generation of Hulls Encompassing Neuronal Pathways
In: Stereotactic and Functional Neurosurgery 87 (1)

 

2009

Christian Denzel, Klaus Balzer, Dorit Merhof and Werner Lang
3D Cross Sectional View to Investigate the Morphology of Internal Carotid Artery Plaques. Is 3D Ultrasound Superior to 2D Ultrasound?
In: Ultraschall Med. 30 (3)

 

2007

Dorit Merhof, Grzegorz Soza, Andreas Stadlbauer, Günther Greiner, Christopher Nimsky
Correction of susceptibility artifacts in diffusion tensor data using non-linear registration
In: Medical Image Analysis 11 (6)

 

2007

Dorit Merhof, Roberto Grosso, Udo Tremel, Günther Greiner
Anisotropic Quadrilateral Mesh Generation: An Indirect Approach
In: Advances in Engineering Software 38 (11-12)

 

2007

Dorit Merhof, Frank Enders, Marc Stamminger, Christopher Nimsky, Peter Hastreiter
Reconstruction and visualization of neuronal pathways
In: Medical Technology in Bavaria – Profiles, Portraits, PerspectivesProfiles, Portraits, Perspectives 1

 

2006

Christopher Nimsky, Oliver Ganslandt, Frank Enders, Dorit Merhof, Thilo Hammen, Michael Buchfelder
Visualization strategies for major white matter tracts for intraoperative use
In: International Journal of Computer Assisted Radiology and Surgery (CARS) 1 (1)

 

2006

Christopher Nimsky, Oliver Ganslandt, Dorit Merhof, A. Gregory Sorensen, Rudolf Fahlbusch
Intraoperative visualization of the pyramidal tract by DTI-based fiber tracking
In: NeuroImage 30 (4)

 

2006

Dorit Merhof, Frank Enders, Marc Stamminger, Christopher Nimsky, Peter Hastreiter
Rekonstruktion und Visualisierung Neuronaler Bahnen
In: Medizintechnik Bayern – Profile, Porträts, Perspektiven (1) 1

 

2006

Dorit Merhof, Markus Sonntag, Frank Enders, Christopher Nimsky, Peter Hastreiter, Günther Greiner
Hybrid Visualization for White Matter Tracts using Triangle Strips and Point Sprites
In: IEEE Transactions on Visualization and Computer Graphics 12 (5)

 

2006

Frank Enders, Dorit Merhof, Peter Hastreiter, Marc Stamminger, Rudolf Fahlbusch, Christopher Nimsky
DTI-based Visualization Strategies for the Pyramidal Tract
In: GMS CURAC 1

 

Konferenz-Veröffentlichungen

2020

Leon Weninger, Kerstin Juetten, Simon Köppers, Verena Mainz, Martin Wiesmann, Hans Clusmann, Dorit Merhof and Chuh-Hyoun Na
Free-water correction in Diffusion MRI improves preoperative evaluation of peritumoral white-matter tracts in glioma patients
In: 71. Jahrestagung Deutsche Gesellschaft für Neurochirurgie (DGNC)

2020

Oliver Rippel, Maximilian Schnabel, Georg-Philipp Paar, Thomas Gries and Dorit Merhof
Automated Segmentation of Profiled Fibers in cross-sectional Micrographs for Quality Control
In: 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

2020

Marcin Kopaczka, Richard Lindenputz, Daniel Truhn, Maximilian Schulze-Hagen and Dorit Merhof
Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans
In: Bildverarbeitung fuer die Medizin (BVM)

2020

Marcin Kopaczka, Tobias Jacob, Lisa Ernst, Mareike Schulz, Rene Tolba and Dorit Merhof
Robust Open Field Rodent Tracking using a Fully Convolutional Network and a Softargmax Distance Loss
In: Bildverarbeitung fuer die Medizin (BVM)

 
2020

Tarek Stiebel and Dorit Merhof
Deep Optimal Filter Responses for Multi-Spectral Imaging
In: London Image Meeting (LIM)

2020

Philipp Gräbel, Özcan Özkan, Martina Crysandt, Reinhild Herwartz, Melanie Hoffmann, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Circular Anchors for the Detection of Hematopoietic Cells using RetinaNet
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2020

Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Gustav Mueller-Franzes, Leon Weninger and Dorit Merhof
Radiomic Feature Stability Analysis based on Probabilistic Segmentations
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2020

Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, Susanne Schultz-Kuhlmann, Stefan Kruessel and Dorit Merhof
A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2020

Daniel Bug, Felix Bartsch, Nadine Sarah Schaadt, Mathias Wien, Friedrich Feuerhake, Julia Schüler, Eva Oswald and Dorit Merhof
Scalable HEVC for Histological Whole-Slide Image Compression
In: Bildverarbeitung für die Medizin (BVM)

2020

Daniel Bug, Gregor Nickel, Anne Grote, Friedrich Feuerhake, Eva Oswald, Julia Schüler and Dorit Merhof
Image Quilting for Histological Image Synthesis
In: Bildverarbeitung für die Medizin (BVM)

 
2020

Tarek Stiebel, Philip Seltsam and Dorit Merhof
Enhancing Deep Spectral Super-Resolution from RGB Images by enforcing the Metameric Constraint
In: 15th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP)

2019

Leon Weninger, Qianyu Liu and Dorit Merhof
Multi-Task Learning for Brain Tumor Segmentation
In: MICCAI Brainlesion Workshop (BrainLes)

2019

Daniel Bug, Philipp Gräbel, Friedrich Feuerhake, Eva Oswald, Julia Schüler and Dorit Merhof
Supervised and Unsupervised Cell-Nuclei Detection in Immunohistology
In: 2nd MICCAI Workshop on Computational Pathology (COMPAY)

2019

Martin Strauch, Karl Krüger, Latha Mukunda, Alja Lüdke, C. Giovanni Galizia and Dorit Merhof
Interpolating maps between neural response spaces for chemosensing with fruit fly antenna sensors.
In: IEEE International Conference on Bioinformatics and Bioengineering (BIBE)

2019

Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Hoffmann, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Refinement of Weak Annotations for the Segmentation of Bone Marrow Leukocytes
In: 2nd MICCAI Workshop on Computational Pathology (COMPAY)

2019

Leon Weninger, Simon Koppers, Chuh-Hyoun Na, Kerstin Juetten and Dorit Merhof
Free-Water Correction in Diffusion MRI: A Reliable and Robust Learning Approach
In: MICCAI Workshop on Computational Diffusion MRI (CDMRI)

2019

Christoph Haarburger, Michael Baumgartner, Daniel Truhn, Mirjam Broeckmann, Hannah Schneider, Simone Schrading, Christiane Kuhl and Dorit Merhof
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2019

Leon Weninger, Imke Krauhausen and Dorit Merhof
Semantic Segmentation of Brain Tumors in MRI Data without any Labels
In: Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

2019

Oliver Rippel, Daniel Truhn, Johannes Thüring, Christoph Haarburger, Christiane K. Kuhl and Dorit Merhof
Prediction of Liver Function based on DCE-CT
In: Bildverarbeitung für die Medizin (BVM)

2019

Simon Koppers, Edouard Coussoux, Sandro Romanzetti, Kathrin Reetz, Dorit Merhof
Sodium Image Denoising based on a Convolutional Denoising Autoencoder
In: Bildverarbeitung für die Medizin (BVM)

2019

Marcin Kopaczka, Daniel Tillmann, Lisa Ernst, Justus Schock, Ren'{e} H. Tolba and Dorit Merhof
Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods
In: International Engineering in Medicine and Biology Conference (EMBC)

2019

Christoph Haarburger, Nicolas Horst, Daniel Truhn, Mirjam Broeckmann, Simone Schrading, Christiane Kuhl and Dorit Merhof
Multiparametric Magnetic Resonance Image Synthesis using Generative Adversarial Networks
In: Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

2019

Christoph Haarburger, Philippe Weitz, Oliver Rippel and Dorit Merhof
Image-based Survival Prediction for Lung Cancer Patients using CNNs
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2019

Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof and Michael Gadermayr
GAN-Based Image Enrichment in Digital Pathology Boosts Segmentation Accuracy
In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2019

Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof and Michael Gadermayr
Iterative learning to make the most of unlabeled and quickly obtained labeled data in histology
In: 2nd International Conference on Medical Imaging with Deep Learning (MIDL)

2019

Michael Gadermayr, Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor and Dorit Merhof
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations
In: 2nd International Conference on Medical Imaging with Deep Learning (MIDL)

2019

Long Chen, Martin Strauch and Dorit Merhof
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints
In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2019

Long Chen, Martin Strauch, Matthias Daub, Marcus Jansen, Hans-Georg Luigs and Dorit Merhof
Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples
In: International Engineering in Medicine and Biology Conference (EMBC)

2019

Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier and Dorit Merhof
Combined Learning for Similar Tasks with Domain-Switching Networks
In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2019

Nassim Bouteldja, Dorit Merhof, Jan Ehrhardt and Mattias P. Heinrich
Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning
In: Bildverarbeitung für die Medizin (BVM)

2018

Leon Weninger, Oliver Rippel, Simon Koppers and Dorit Merhof
Segmentation of Brain Tumors in 3D-MRI Data and Patient Survival Prediction: Methods for the BraTS 2018 Challenge
In: MICCAI Brainlesion Workshop (BrainLes)

2018

Leon Weninger, Marcin Kopaczka and Dorit Merhof
Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks
In: IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

2018

Martin Strauch, Latha Mukunda, Alja Lüdke, C. Giovanni Galizia and Dorit Merhof
Recovering a chemotopic feature space from a group of fruit fly antenna chemosensors.
In: 18th IEEE Conference on Bioinformatics and Bioengineering (BIBE)

2018

Martin Strauch, Volker Hartenstein, Ingrid V. Andrade, Albert Cardona and Dorit Merhof
Annotated dendrograms for neurons from the larval fruit fly brain.
In: Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

2018

Tarek Stiebel, Dieter Geller and Dorit Merhof
Correction of Thread Position Mismatch in High Precision CNC Sewing
In: IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA)

2018

Tarek Stiebel and Dorit Merhof
A Robust Algorithm for Computing Boundary Points of the Metamer Mismatch Body
In: Twenty-sixth Color and Imaging Conference (CIC)

2018

Tarek Stiebel, Marcel Bosling, Aljoscha Steffens, Thomas Pretz and Dorit Merhof
An Inspection System for Multi-Label Polymer Classification
In: IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA)

2018

Marcel Bosling, Tarek Stiebel, Aljoscha Steffens, Dorit Merhof and Thomas Pretz
An Evaluation of Plastic Classification Techniques using Hyperspectral Near-Infrared Imaging
In: Sensor Based Sorting & Control (SBSC)

2018

Tarek Stiebel, Simon Koppers, Philipp Seltsam and Dorit Merhof
Reconstructing Spectral Images from RGB-Images using a Convolutional Neural Network
In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

2018

Simon Koppers, Luke Bloy, Jeffrey I. Berman, Chantal M.W. Tax, J. Christopher Edgar and Dorit Merhof
Spherical Harmonic Residual Network for Diffusion Signal Harmonization
In: MICCAI Workshop on Computational Diffusion MRI (CDMRI)

2018

Marcin Kopaczka, Justus Schock, Jan Nestler, Kevin Kielholz and Dorit Merhof
A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images
In: IEEE International Conference on Imaging Systems and Techniques (IST)

2018

Marcin Kopaczka, Lisa Ernst, Justus Schock, Arne Schneuing, Alexander Guth, René H. Tolba, Dorit Merhof
Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice (Short Paper)
In: Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

2018

Marcin Kopaczka, Philipp Gräbel and Dorit Merhof
Improved Facial Landmark Detection with Robust Statistics and Feature-Based Active Appearance Models
In: 15th International Conference on Signal Processing and Multimedia Applications (SIGMAP)

2018

Marcin Kopaczka, Raphael Kolk and Dorit Merhof
A Fully Annotated Thermal Face Database and its Application for Thermal Facial Expression Recognition
In: IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

2018

Marcin Kopaczka, Lisa Ernst, Jakob Heckelmann, Christoph Schorn, René Tolba and Dorit Merhof
Automatic Key Frame Extraction From Videos For Efficient Mouse Pain Scoring
In: 5th International Conference on Signal Processing and Integrated Networks (SPIN)

2018

Marcin Kopaczka, Thomas Jantos and Dorit Merhof
Towards Analysis of Mental Stress using Thermal Infrared Tomography
In: Bildverarbeitung für die Medizin (BVM)

2018

Marcin Kopaczka, Marco Saggiomo, Moritz Guettler, Thomas Gries and Dorit Merhof
Fully Automatic Faulty Weft Thread Detection Using a Camera System and Feature-Based Pattern Recognition
In: 7th International Conference on Pattern Recognition Applications and Methods (ICPRAM)

2018

Christoph Haarburger, Johannes Rüther, Daniel Truhn, Simone Schrading, Daniel Bug, Christiane K. Kuhl and Dorit Merhof
Abbreviated Breast Biopsy Procedure by Registration of Craniocaudal and Mediolateral Breast MR Images
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2018

Christoph Haarburger, Peter Langenberg, Daniel Truhn, Hannah Schneider, Johannes Thüring, Simone Schrading, Christiane K. Kuhl and Dorit Merhof
Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images
In: Bildverarbeitung für die Medizin (BVM)

2018

Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof and Michael Gadermayr
Stain Independent Segmentation of Whole Slide Images: A Case Study in Renal Histology
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2018

Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Hoffmann, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Evaluating Out-of-the-box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow
In: 1st MICCAI Workshop on Computational Pathology (COMPAY)

2018

Michael Gadermayr, Vitus Appel, Barbara M. Klinkhammer, Peter Boor and Dorit Merhof
Which Way Round? A Study on the Performance of Stain-Translation for Segmenting Arbitrarily Dyed Histological Images
In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

2018

Michael Gadermayr, Dennis Eschweiler, Barbara Mara Klinkhammer, Peter Boor and Dorit Merhof
Gradual Domain Adaptation for Segmenting Whole Slide Images Showing Pathological Variability
In: International Conference on Image and Signal Processing (ICISP)

2018

Long Chen and Dorit Merhof
MixNet: Multi-modality Mix Network for Brain Segmentation
In: MICCAI Brainlesion Workshop (BrainLes)

2017

Tarek Stiebel and Dorit Merhof
The Importance of Smoothness Constraints on Spectral Object Reflectances when Modeling Metamer Mismatching
In: IEEE International Conference on Computer Vision Workshop (ICCVW)

2017

Dominic Siedhoff(1), Martin Strauch(1), Victoria Shpacovitch and Dorit Merhof
Unsupervised Data Analysis for Virus Detection with a Surface Plasmon Resonance Sensor
In: IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA)

2017

Sascha E.A. Muenzing, Andreas S. Thum, Katja Bühler and Dorit Merhof
Evaluation of multi-channel image registration of the central nervous system of Drosophila larvae
In: Bildverarbeitung für die Medizin (BVM)

2017

Simon Koppers, Christoph Haarburger, J. Christopher Edgar and Dorit Merhof
Reliable Estimation of the Number of Compartments in Diffusion MRI
In: Bildverarbeitung für die Medizin (BVM)

2017

Marcin Kopaczka, Jan Nestler and Dorit Merhof
Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches
In: Advanced Concepts for Intelligent Vision Systems (ACIVS)

2017

Marcin Kopaczka, Oezcan Oezkan and Dorit Merhof
Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement
In: International Conference on Image Analysis and Processing Workshop (ICIAP)

2017

Joschka zur Jacobsmühlen, Stefan Kleszczynski, Gerd Witt and Dorit Merhof
Compound Quality Assessment in Laser Beam Melting Processes Using Layer Images
In: IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

2017

Michael Gadermayr, Sean Steven Cooper, Barbara Klinkhammer, Peter Boor and Dorit Merhof
A Quantitative Assessment of Image Normalization for Classifying Histopathological Tissue of the Kidney
In: German Conference on Pattern Recognition (GCPR)

2017

Michael Gadermayr, Georg Wimmer, Andreas Uhl, Hubert Kogler, Andreas Vécsei and Dorit Merhof
Fully-Automated CNN-based Computer Aided Celiac Disease Diagnosis
In: International Conference on Image Analysis and Processing (ICIAP)

2017

Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler and Dorit Merhof
Context-based Normalization of Histological Stains using Deep Convolutional Features
In: MICCAI International Workshop on Deep Learning in Medical Image Analysis (DLMIA)

2017

Daniel Bug, Anne Grote, Julia Schüler, Friedrich Feuerhake and Dorit Merhof
Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma
In: Bildverarbeitung für die Medizin (BVM)

2016

Georg Wimmer, Michael Gadermayr, Roland Kwitt, Michael Hüfner, Dorit Merhof, Andreas Uhl
Evaluation of i-Scan Virtual Chromoendoscopy and Traditional Chromoendoscopy for the Automated Diagnosis of Colonic Polyps
In: MICCAI Workshop on Computer-Assisted and Robotic Endoscopy (CARE)

2016

Martin Strauch, Markus Rothermel, Matt Wachowiak and Dorit Merhof
Smoothness-constrained convex cone analysis for signal extraction from calcium imaging movies
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2016

Wei Li, Wenting Huang, Matthias Breier and Dorit Merhof
Have we underestimated the power of image undistortion?
In: IEEE International Conference on Image Processing (ICIP)

2016

Wei Li, Chen Jiang, Matthias Breier and Dorit Merhof
Localizing components on printed circuit boards using 2D information
In: IEEE International Conference on Industrial Technology (ICIT)

2016

Simon Koppers, Christoph Haarburger and Dorit Merhof
Diffusion MRI Signal Augmentation - From Single Shell to Multi Shell with Deep Learning
In: MICCAI Workshop on Computational Diffusion MRI (CDMRI)

2016

Simon Koppers and Dorit Merhof
Direct Estimation of Fiber Orientations using Deep Learning in Diffusion Imaging
In: MICCAI Workshop on Machine Learning in Medical Imaging (MLMI)

2016

Simon Koppers, Christoph Hebisch and Dorit Merhof
A Feature Selection Framework for White Matter Fiber Clustering Based on Normalized Cuts
In: Bildverarbeitung für die Medizin (BVM)

2016

Marcin Kopaczka, Carlo Hensel and Dorit Merhof
An Automated Method for Realistic Face Simulation and Facial Landmark Annotation and its Application to Active Appearance Models
In: IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA)

2016

Marcin Kopaczka, Hanry Ham, Kristina Simonis, Raphael Kolk and Dorit Merhof
Automated Enhancement and Detection of Stripe Defects in Large Circular Weft Knitted Fabrics
In: 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)

2016

Marcin Kopaczka, Kemal Acar and Dorit Merhof
Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models
In: International Conference on Computer Vision Theory and Applications (VISAPP)

2016

Joschka zur Jacobsmühlen, Stefan Kleszczynski, Alexander Ladewig, Gerd Witt, Dorit Merhof
In-Situ Surface Roughness Measurement of Laser Beam Melted Parts – a Feasibility Study of Layer Image Analysis
In: Fraunhofer Direct Digital Manufacturing Conference (DDMC)

2016

Joschka zur Jacobsmühlen, Jan Achterhold, Stefan Kleszczynski, Gerd Witt and Dorit Merhof
Robust Calibration Marker Detection in Powder Bed Images from Laser Beam Melting Processes
In: IEEE International Conference on Industrial Technology (ICIT)

2016

Christian Hintze, Johannes Junggeburth, Bernhard Hill and Dorit Merhof
Biometrische Messung der Pupillenreaktion
In: Bildverarbeitung für die Medizin (BVM)

2016

Dieter Geller, Günther Platsch, Johannes Kornhuber, Torsten Kuwert and Dorit Merhof
Quantile-Based Classification of Alzheimer's Disease, Frontotemporal Dementia and Asymptomatic Controls from SPECT Data
In: IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)

2016

Michael Gadermayr, Hubert Kogler, Maximilian Karla, Andreas Vécsei, Andreas Uhl and Dorit Merhof
Incorporating Human Knowledge in Automated Celiac Disease Diagnosis
In: IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA)

2016

Michael Gadermayr, Barbara M. Klinkhammer, Peter Boor and Dorit Merhof
Do we Need Large Annotated Training Data for Detection Applications in Biomedical Image Data? A Case Study in Renal Glomeruli Detection
In: MICCAI Workshop on Machine Learning in Medical Imaging (MLMI)

2016

Michael Gadermayr, Martin Strauch, Barbara Mara Klinkhammer, Sonja Djudjaj, Peter Boor and Dorit Merhof
Domain Adaptive Classification for Compensating Variability in Histopathological Whole Slide Images
In: International Conference on Image Analysis and Recognition (ICIAR)

2016

Peter Faltin, Thomas Kraus, Marcin Kopaczka and Dorit Merhof
Flattening of the Lung Surface with Temporal Consistency for the Follow-Up Assessment of Pleural Mesothelioma
In: International Conference on Information Visualization Theory and Applications (IVAPP)

2016

Dennis Eschweiler, Michael Gadermayr, Jakob Unger, Markus Nippold, Björn Falkenburger and Dorit Merhof
A Feasibility Study on Automated Protein Aggregate Characterization Utilizing a Hybrid Classification Model
In: 6th Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

2016

Dennis Eschweiler, Jakob Unger, Kraisorn Chaisaowong, Mugdha Sawant, Reinhard Windoffer, Rudolf E. Leube and Dorit Merhof
Detection and Quantification of Cytoskeletal Granules
In: Bildverarbeitung für die Medizin (BVM)

2016

Kraisorn Chaisaowong, Mingze Jiang, Peter Faltin, Dorit Merhof, Christian Eisenhawer, Monika Gube and Thomas Kraus
Automated Anatomical Description of Pleural Thickening towards Improvement of its Computer-Assisted Diagnosis
In: SPIE Medical Imaging 2016 - Conference on Image Processing

2016

Daniel Bug, Julia Schüler, Friedrich Feuerhake and Dorit Merhof
Multi-class single-label classification of histopathological whole-slide images
In: IEEE International Symposium on Biomedical Imaging (ISBI)

2016

Matthias Breier, Patrick Küsters, Anna König, Wei Li, Marcel Bosling, Thomas Pretz and Dorit Merhof
Rectification for Fronto-parallel Camera Movement in 3D Reconstruction of Printed Circuit Boards
In: IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

2016

Matthias Breier, Constantin Haas, Wei Li and Dorit Merhof
Color filter arrays revisited - Evaluation of Bayer pattern interpolation for industrial applications
In: 14th IEEE International Conference on Industrial Informatics (INDIN)

2015

Wei Li, Matthias Breier and Dorit Merhof
Skew correction and line extraction in binarized printed text images
In: IEEE International Conference on Image Processing (ICIP)

2015

Simon Koppers, Thomas Schultz and Dorit Merhof
Spherical Ridgelets for Multi-Diffusion-Tensor Refinement - Concept and Evaluation
In: Bildverarbeitung für die Medizin (BVM)

2015

Marcin Kopaczka, Nikolai Blanik, Michael Czaplik, Nadine Hochhausen, Michael Paul, Carina Pereira, Steffen Leonhardt, Vladimir Blazek and Dorit Merhof
A Thermal Infrared Face Database and Active Appearance Model Based Face Detection in a System for Pain Assessment in Sedated Patients
In: 11th German-Russian Conference on Biomedical Enginerering (RGC)

2015

Joschka zur Jacobsmühlen, Stefan Kleszczynski, Gerd Witt and Dorit Merhof
Detection of Elevated Regions in Surface Images from Laser Beam Melting Processes
In: 41st Annual Conference of the IEEE Industrial Electronics Society

2015

Stefan Kleszczynski, Alexander Ladewig, Katrin Friedberger, Joschka zur Jacobsmühlen, Dorit Merhof, Gerd Witt
Position Dependency of Surface Roughness in Parts from Laser Beam Melting Systems
In: Proceedings of the 26th International Solid Free Form Fabrication (SFF) Symposium

2015

Joschka zur Jacobsmühlen, Stefan Kleszczynski, Gerd Witt and Dorit Merhof
Elevated Region Area Measurement for Quantitative Analysis of Laser Beam Melting Process Stability
In: 26th International Solid Free Form Fabrication (SFF) Symposium

2015

Daniel Bug, Friedrich Feuerhake and Dorit Merhof
Foreground Extraction for Histopathological Whole-Slide Imaging
In: Bildverarbeitung für die Medizin (BVM)

2015

Matthias Breier, Philipp Möller, Wei Li, Marcel Bosling, Thomas Pretz and Dorit Merhof
Accurate laser triangulation using a perpendicular camera setup to assess the height profile of PCBs
In: IEEE International Conference on Industrial Technology (ICIT)

 
2014

Minmin Shen, Wei Huang, Paul Szyszka, C. Giovanni Galizia and Dorit Merhof
Interactive Framework for Insect Tracking with Active Learning
In: 22nd International Conference on Pattern Recognition (ICPR)

 
2014

Dorian Schneider and Dorit Merhof
High precision on-loom yarn density measurement in woven fabrics
In: IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

 
2014

Wei Li, Stefan Neullens, Matthias Breier, Marcel Bosling, Thomas Pretz and Dorit Merhof
Text Recognition for Information Retrieval in Images of Printed Circuit Boards
In: 40th Annual Conference of the IEEE Industrial Electronics Society (IECON)

 
2014

Wei Li, Simon J. Sonntag, Michael Becker, Nikolaus Marx, Ulrich Steinseifer and Dorit Merhof
Efficient numerical reconstruction of color Doppler images of mitral regurgitation in vitro
In: IEEE International Symposium on Biomedical Imaging (ISBI)

 
2014

Julie Klein, Simon Larsson, Vjaceslav Brunnmeier, Rico Nestler, Karl-Heinz Franke, Bernhard Hill and Dorit Merhof
Stereo acquisition with a filter wheel multispectral camera on a goniometric measuring setup
In: 20. Workshop Farbbildverarbeitung

 
2014

Rainer Jahn, Rico Nestler, Karl-Heinz Franke and Dorit Merhof
Color-Codebooks zur Vorder- und Hintergrundsegmentierung
In: 20. Workshop Farbbildverarbeitung

 
2014

Joschka zur Jacobsmühlen, Stefan Kleszczynski, Gerd Witt and Dorit Merhof
Robustness Analysis of Imaging System for Inspection of Laser Beam Melting Systems
In: IEEE 19th Conference on Emerging Technologies and Factory Automation (ETFA)

 
2014

Stefan Kleszczynski, Joschka zur Jacobsmühlen, Bernd Reinarz, Jan T. Sehrt, Gerd Witt and Dorit Merhof
Improving Process Stability of Laser Beam Melting Systems
In: Fraunhofer Direct Digital Manufacturing Conference (DDMC)

2014

David Friedrich, Christoph Haarburger, Adrian Luna-Cobos, Dietrich Meyer-Ebrecht, Alfred Böcking and Dorit Merhof
Segmentierung von Zellkernen für Hochdurchsatz-DNA-Bildzytomerie
In: Bildverarbeitung für die Medizin (BVM)

 
2014

David Friedrich, Dietrich Meyer-Ebrecht, Alfred Böcking and Dorit Merhof
Detection of felt tip markers on microscope slides
In: SPIE Medical Imaging 2014: Digital Pathology

 
2014

Peter Faltin, Kraisorn Chaisaowong, Thomas Kraus and Dorit Merhof
Extracting and Visualizing Uncertainties in Segmentations from 3D Medical Data
In: 4th Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

 
2014

Peter Faltin, Kraisorn Chaisaowong, Thomas Kraus and Dorit Merhof
Consistent Follow-Up Segmentation of Pleural Thickenings
In: IEEE International Symposium on Biomedical Imaging (ISBI)

 
2014

Matthias Breier, Wei Li, Marcel Bosling, Thomas Pretz and Dorit Merhof
Rotation Estimation for Printed Circuit Board Recycling
In: 40th Annual Conference of the IEEE Industrial Electronics Society (IECON)

 
2013

Zhijie Wang, Pawel J. Markiewicz, Günther Platsch, Johannes Kornhuber, Torsten Kuwert and Dorit Merhof
Comparison of Methods for Classification of Alzheimer's Disease, Frontotemporal Dementia and Asymptomatic Controls
In: IEEE Medical Imaging Conference (IEEE MIC)

 
2013

Minmin Shen, Bastian Zimmer, Marcel Leist and Dorit Merhof
Automated Image Processing to Quantify Cell Migration
In: Bildverarbeitung für die Medizin (BVM)

 
2013

Minmin Shen, Paul Szyszka, C. Giovanni Galizia and Dorit Merhof
Automatic framework for tracking honeybee's antennae and mouthparts from low framerate video
In: IEEE International Conference on Image Processing (ICIP)

 
2013

Mirco Richter and Dorit Merhof
Optimized Cortical Subdivision for Classification of Alzheimer's Disease With Cortical Thickness.
In: Bildverarbeitung für die Medizin (BVM)

 
2013

Courtney A. Bishop, Giovanna Zamboni, Jürgen Dukart, Karsten Müller, Henryk Barthel, Osama Sabri, Matthias L. Schroeter, Jérôme Declerck, Dorit Merhof and Mark Jenkinson
A Combined MR-PET Analysis of Whole field and Sub field Hippocampal Changes in AD and FTLD
In: 19th Annual Meeting of the Organization for Human Brain Mapping (HBM)

2012

Diana Röttger, Daniela Dudai, Dorit Merhof, Stefan Müller
ISMI: a classification index for high angular resolution diffusion imaging
In: SPIE Medical Imaging 2012 – Conference on Image Processing

 

2012

Elisabeth Stühler, Günther Platsch, Markus Weih, Johannes Kornhuber, Torsten Kuwert and Dorit Merhof
Classification of Neurodegenerative Dementia by Gaussian Mixture Models Applied to SPECT Images
In: IEEE Medical Imaging Conference (IEEE MIC)

 

2012

Thorsten Rieß, Joseph Marino, Cornelia Wandke, Dorit Merhof, Oliver Deussen, Gábor Csúcs, Ulrike Kutay, Péter Horváth
Image Analysis of Nuclear Envelope Breakdown Events using KNIME
In: 9th International Workshop on Computational Systems Biology (WCSB)

 

2012

Mirco Richter, Courtney A. Bishop, Jürgen Dukart, Elisabeth Stühler, Karsten Müller, Matthias L. Schröter and Dorit Merhof
Skeleton-based gyri sulci separation for improved assessment of cortical thickness
In: IEEE 9th International Symposium on Biomedical Imaging (IEEE ISBI)

 

2012

Kai Bürger, Roland Fraedrich, Dorit Merhof, Rüdiger Westermann
Instant visitation maps for interactive visualization of uncertain particle trajectories (— Best Paper Award —)
In: IS&T/SPIE Electronic Imaging 2012 – Conference on Visualization and Data Analysis 2012

 

2012

Diana Röttger, Daniela Dudai, Dorit Merhof and Stefan Müller
Visualization and Evaluation of Intra-Bundle Diffusion Characteristics
In: Lecture Notes in Informatics (LNI) – Proceedings, Informatik 2012

 

2012

Dorit Merhof, Diana Röttger and Christopher Nimsky
Diffusionsbildgebung -Trends und aktuelle Entwicklungen
In: Lecture Notes in Informatics (LNI) – Proceedings, Informatik 2012

 

2012

Diana Röttger, Daniela Dudai, Dorit Merhof and Stefan Müller
Bundle Visualization Strategies for HARDI Characteristics
In: 8th International Symposium on Visual Computing (ISVC)

 

2012

Martin Strauch, Marc Brög, Clemens Müthing, Paul Szyska, Oliver Deussen, C. Giovanni Galizia, Dorit Merhof
INCIDE the brain of a bee: Visualising honeybee brain activity in real time by semantic segmentation. (— Honorable Mention Award —)
In: 2nd IEEE Symposium on Biological Data Visualization (IEEE BioVis)

 

2012

Diana Röttger, Dorit Merhof and Stefan Müller
The BundleExplorer: A Focus and Context Rendering Framework for Complex Fiber Distributions
In: 3rd Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

 

2012

Felix Schönenberger, Anne Krug, Marcel Leist, Elisa Ferrando-May, Dorit Merhof
An Advanced Image Processing Approach based on Parallel Growth and Overlap Handling to Quantify Neurite Growth
In: 9th International Workshop on Computational Systems Biology (WCSB)

 

2011

Elisabeth Stühler, Günther Platsch, Markus Weih, Johannes Kornhuber, Torsten Kuwert and Dorit Merhof
Multiple Discriminant Analysis of SPECT Data for Alzheimer’s Disease, Frontotemporal Dementia and Asymptomatic Controls
In: IEEE Medical Imaging Conference (IEEE MIC)

 

2011

Enrico Bertini, Hendrik Strobelt, Joachim Braun, Oliver Deussen, Ulrich Groth, Thomas U. Mayer, Dorit Merhof
HiTSEE: A Visualization Tool for Hit Selection and Analysis in High-Throughput Screening Experiments(— Honorable Mention Award —)
In: 1st IEEE Symposium on Biological Data Visualization 2011

 

2011

Thorsten Rieß, Christian Dietz, Martin Tomas, Elisa Ferrando-May, Dorit Merhof
Automated Image Processing for the Analysis of DNA Repair Dynamics
In: 3rd International Conference on Bioinformatics, Biocomputational Systems and Biotechnologies (BIOTECHNO)

 

2011

Thorsten Rieß, Christian Dietz, Martin Horn, Oliver Deussen, Tanja Waldmann, Marcel Leist, Dorit Merhof
Automated Quantification of Histone Relocation in Cell Nuclei
In: VipIMAGE2011 – 3rd ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing

 

2011

Dorit Merhof, Felix Schönenberger, Nina Stiegler, Anne Krug, Thorsten Riess, Christiaan Karreman, Marcel Leist, Elisa Ferrando-May
Automated Image Processing to Quantify Neurite Growth in LUHMES Human Neuronal Precursor Cells
In: 8th International Workshop on Computational Systems Biology (WCSB)

 

2011

Johannes Hamecher, Thorsten Riess, Enrico Bertini, Karol Kozak, Johanna Kastl, Thomas U. Mayer, Dorit Merhof
A Versatile Framework for the Analysis of High-Throughput Screening Data
In: 8th International Workshop on Computational Systems Biology (WCSB)

 

2011

Courtney A. Bishop, Dorit Merhof, Jérôme Declerck and Mark Jenkinson
Accounting for Changes in Data and Labeling Protocol: Improving Atlas-based Hippocampal Segmentation
In: 17th Annual Meeting of the Organization for Human Brain Mapping (HBM)

 

2011

Philipp Landgraf, Mirco Richter, Dorit Merhof
Anisotropy of HARDI Diffusion Profiles Based on the L2-Norm.
In: Bildverarbeitung für die Medizin (BVM)

 

2011

Dorit Merhof, Michael Buchfelder and Christopher Nimsky
Evaluation of Local Filter Approaches for Diffusion Tensor-Based Fiber Tracking
In: Bildverarbeitung für die Medizin (BVM)

 

2010

Dorit Merhof, Christian Mathers, Thomas Wright, Torsten Kuwert, Günther Platsch
Analysis of Asymmetries in Ictal and Inter-Ictal SPECT Images for the Localization of Epileptic Foci
In: IEEE Medical Imaging Conference (IEEE MIC)

 

2010

Courtney A. Bishop, Mark Jenkinson, Jérôme Declerck, Dorit Merhof
Evaluation of hippocampal segmentation methods for healthy and pathological subjects
In: 2nd Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM)

 

2010

Dorit Merhof, Günther Greiner, Michael Buchfelder and Christopher Nimsky
Fiber Selection from Diffusion Tensor Data based on Boolean Operators
In: Bildverarbeitung für die Medizin (BVM)

 

2010

Courtney A. Bishop, Dorit Merhof, David Glahn, David Kennedy, Jérôme Declerck, Mark Jenkinson
Evaluation of four hippocampal segmentation methods in healthy and pathological subjects
In: 16th Annual Meeting of the Organization for Human Brain Mapping (HBM)

 

2009

Dorit Merhof, Pawel Markiewicz, Jérôme Declerck, Günther Platsch, Julian Matthews and Karl Herholz
Classification Accuracy and Robustness of Multivariate Analysis Applied to 99mTc-ECD SPECT Data in Alzheimer’s Disease Patients
In: IEEE Medical Imaging Conference (IEEE MIC)

 

2007

Dorit Merhof, Martin Meister, Ezgi Bingöl, Peter Hastreiter, Christopher Nimsky, Günther Greiner
Generation of Hulls Encompassing Neuronal Pathways Based on Tetrahedralization and 3D Alpha Shapes
In: Bildverarbeitung für die Medizin (BVM)

 

2006

Dorit Merhof, Mirco Richter, Frank Enders, Peter Hastreiter, Oliver Ganslandt, Michael Buchfelder, Christopher Nimsky, Günther Greiner
Fast and Accurate Connectivity Analysis between Functional Regions based on DT-MRI
In: Medical Image Computing and Computer Assisted Intervention (MICCAI)

 

2006

Dorit Merhof, Markus Sonntag, Frank Enders, Christopher Nimsky, Peter Hastreiter, Günther Greiner
Streamline Visualization of Diffusion Tensor Data based on Triangle Strips
In: Bildverarbeitung für die Medizin (BVM)

 

2006

Dorit Merhof, Frank Enders, Peter Hastreiter, Oliver Ganslandt, Rudolf Fahlbusch, Christopher Nimsky, Marc Stamminger
Neuronal Fiber Connections based on A*-Pathfinding
In: SPIE Medical Imaging

 

2005

Christopher Nimsky, Oliver Ganslandt, Frank Enders, Dorit Merhof, Rudolf Fahlbusch
Visualization strategies for major white matter tracts identified by diffusion tensor imaging for intraoperative use
In: Computer Assisted Radiology and Surgery (CARS)

 

2005

Dorit Merhof, Markus Sonntag, Frank Enders, Peter Hastreiter, Rudolf Fahlbusch, Christopher Nimsky, Günther Greiner
Visualization of Diffusion Tensor Data using Evenly Spaced Streamlines
In: Proc. Vision, Modeling and Visualization (VMV)

 

2005

Dorit Merhof, Frank Enders, Fernando Vega Higuera, Peter Hastreiter, Christopher Nimsky, Marc Stamminger
Integrated Visualization of Diffusion Tensor Fiber Tracts and Anatomical Data
In: Simulation and Visualization (SimVis)

 

2005

Dorit Merhof, Peter Hastreiter, Christopher Nimsky, Rudolf Fahlbusch, Günther Greiner
Directional Volume Growing for the Extraction of White Matter Tracts from Diffusion Tensor Data
In: SPIE Medical Imaging

 

2005

Frank Enders, Natascha Sauber, Dorit Merhof, Peter Hastreiter, Christopher Nimsky, Marc Stamminger
Visualization of White Matter Tracts with Wrapped Streamlines
In: IEEE Visualization (VIS)

 

2005

Frank Enders, Dorit Merhof, Peter Hastreiter, Marc Stamminger, Christopher Nimsky
Enhanced Visualization of Diffusion Tensor Data for Neurosurgery
In: Bildverarbeitung für die Medizin (BVM)

 

2005

Peter Hastreiter, Dorit Merhof, Frank Enders, Rudolf Fahlbusch, Christopher Nimsky, Marc Stamminger
Rekonstruktion und Visualisierung neuronaler Bahnen
In: GI Jahrestagung (2)

 

2004

Dorit Merhof, Peter Hastreiter, Grzegorz Soza, Marc Stamminger, Christopher Nimsky
Non-linear Integration of DTI-based Fiber Tracts into Standard 3D MR Data
In: Vision, Modeling and Visualization (VMV)

 

2004

Dorit Merhof, Roberto Grosso, Udo Tremel
Anisotropic quadrilateral meshing – an indirect approach
In: Engineering Computational Structures (ECT)

 

2004

Dorit Merhof, Frank Enders, Peter Hastreiter, Marc Stamminger, Rudolf Fahlbusch, Christopher Nimsky
Reconstruction of neural pathways based on diffusion tensor imaging
In: Deutsche Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC)