Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen and Dorit Merhof$ Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation In: International Engineering in Medicine and Biology Conference (EMBC)
2022
Zhilei Zhao, Jessica L. Zung, Annika Hinze, Alexis L. Kriete, Azwad Iqbal, Meg A. Younger, Benjamin J. Matthews, Dorit Merhof, Stephan Thiberge, Rickard Ignell, Martin Strauch and Carolyn S. McBride Mosquito brains encode unique features of human odour to drive host seeking In: Nature
2021
2021
Dimitrios Kapsokalyvas, Rodrigo Rosas, Rob Janssen, Jo Vanoevelen, Miranda Nabben, Martin Strauch, Dorit Merhof and Marc van Zandvoort Multiview deconvolution approximation multiphoton microscopy of tissues and zebrafish larvae. In: Scientific Reports 11 (10160)
2021
David Fleck, Lina Kenzler, Nadine Mundt, Martin Strauch, Naofumi Uesaka, Robert Moosmann, Felicitas Bruentgens, Annika Missel, Artur Mayerhofer, Dorit Merhof, Jennifer Spehr and Marc Spehr ATP activation of peritubular cells drives testicular sperm transport In: eLife 10:e62885
2022
Long Chen, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Martin Strauch and Dorit Merhof High-throughput Phenotyping of Nematode Cysts In: Frontiers in Plant Science
2021
Michael Gadermayr, Lotte Heckmann, Kexin Li, Friederike Bähr, Madlaine Müller, Daniel Truhn, Dorit Merhof and Burkhard Gess Image-to-Image Translation for Simplified MRI Muscle Segmentation In: Frontiers in Radiology
2021
Michael Gadermayr, Maximilian Tschuchnig, Laxmi Gupta, Nils Krämer, Daniel Truhn, Dorit Merhof and Burkhard Gess An asymmetric cycle-consistency loss for dealing with many-to-one mappings in image translation: a study on thigh MR scans In: IEEE International Symposium on Biomedical Imaging (ISBI)
2020
2020
Michael Schleyer, Alice Weiglein, Juliane Thoener, Martin Strauch, Volker Hartenstein, Melisa Kantar Weigelt, Sarah Schuller, Timo Saumweber, Katharina Eichler, Astrid Rohwedder, Dorit Merhof, Marta Zlatic, Andreas Stefan Thum and Bertram Gerber Identification of dopaminergic neurons that can both establish associative memory and acutely terminate its behavioral expression In: Journal of Neuroscience 40 (31)
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
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
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
Long Chen, Weiwen Zhang, Yuli Wu, Martin Strauch and Dorit Merhof Semi-supervised Instance Segmentation with a Learned Shape Prior In: MICCAI Workshop on Medical Image Learning with Less Labels and Imperfect Data (MIL3ID)
2021
Barbara M. Klinkhammer Nassim Bouteldja and Dorit Merhof Deep Learning-Based Segmentation and Quantification in Experimental Kidney Histopathology In: Journal of the American Society of Nephrology
2019
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
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
V. Gerber, L. Yang, M. Takamiya, V. Ribes, V. Gourain, R. Peravali, J. Stegmaier, R. Mikut, M. Reischl, M. Ferg and U. Strähle The HMG Box Transcription Factors Sox1a and Sox1b Specify a New Class of Glycinergic Interneuron in the Spinal Cord of Zebrafish Embryos In: Development 146 (4)
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
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)
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
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
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
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, 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
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
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
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
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
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
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
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
B. Mattes, Y. Dang, G. Greicius, L. T. Kaufmann, S. Özbek, B. Prunsche, J. Rosenbauer, J. Stegmaier, R. Mikut, G. U. Nienhaus, A. Schug, D. M. Virshup and S. Scholpp Wnt/PCP Controls Spreading of Wnt/b-Catenin Signals by Cytonemes in Vertebrates In: eLife
2018
H. M. T. Choi, M. Schwarzkopf, M. E. Fornace, A. Acharya, G. Artavanis, J. Stegmaier, A. Cunha and N. A. Pierce Third-Generation In Situ Hybridization Chain Reaction: Multiplexed, Quantitative, Sensitive, Versatile, Robust In: Development
2018
B. Schott, M. Traub, C. Schlagenhauf, M. Takamiya, T. Antritter, A. Bartschat, K. Löffler, D. Blessing, J. C. Otte, A. Y. Kobitski, G. U. Nienhaus, U. Strähle, R. Mikut and J. Stegmaier EmbryoMiner: A New Framework for Interactive Knowledge Discovery in Large-Scale Cell Tracking Data of Developing Embryos In: PLOS Computational Biology 14 (4)
2018
T. Scherr, A. Bartschat, M. Reischl, J. Stegmaier and R. Mikut Best Practices in Deep Learning-Based Segmentation of Microscopy Images In: Proceedings 28. Workshop Computational Intelligence
2018
T. V. Spina, J. Stegmaier, A. Falcao, E. Meyerowitz and A. Cunha SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D Images used in the Shoot Apical Meristem In: IEEE International Symposium on Biomedical Imaging (ISBI), Washington D.C., USA
2018
J. Stegmaier, T. V. Spina, A. Falcao, A. Bartschat, R. Mikut, E. Meyerowitz and A. Cunha Cell Segmentation in 3D Microscopy Images using Supervoxel Merge-Forests with CNN-based Hypothesis Selection In: IEEE International Symposium on Biomedical Imaging (ISBI), Washington D.C., USA
2018
Long Chen and Dorit Merhof MixNet: Multi-modality Mix Network for Brain Segmentation In: MICCAI Brainlesion Workshop (BrainLes)
2017
2017
Eugenio Martinelli, Alja Lüdke, Piergiorgio Adamo, Martin Strauch, Corrado Di Natale and C. Giovanni Galizia Normalizing brain activity across individuals using functional reference mapping In: Scientific Reports 7 (17128)
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
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, 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, 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
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
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)
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)
2016
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
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
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
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
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
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)
2015
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
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
Felix Schönenberger, Anja Deutzmann, Elisa Ferrando-May and Dorit Merhof Discrimination of cell cycle phases in PCNA-immunolabeled cells In: BMC Bioinformatics 16 (180)
2015
Daniel Bug, Friedrich Feuerhake and Dorit Merhof Foreground Extraction for Histopathological Whole-Slide Imaging In: Bildverarbeitung für die Medizin (BVM)
2014
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
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
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
2013
2013
Minmin Shen, Bastian Zimmer, Marcel Leist and Dorit Merhof Automated Image Processing to Quantify Cell Migration In: Bildverarbeitung für die Medizin (BVM)
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
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)
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
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
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)
2013
David Friedrich Eliminating Defocused Objects From a Cell Collection Used For Early Cancer Diagnosis In: POSTER 2013 - Proceedings of the 17th International Student Conference on Electrical Engineering
2013
David Friedrich, Adrian Luna Cobos, Stefan Biesterfeld, Alfred Böcking and Dietrich Meyer-Ebrecht Konturverfeinerung über Fourierdeskriptoren In: Bildverarbeitung für die Medizin 2013
2013
Alfred Böcking, David Friedrich, Chen Jin, André Bell, Thomas Würflinger, Dietrich Meyer-Ebrecht, Yu Zhang, Stefan Biesterfeld, Natalia Pomjanski, Leonid Berynskyy, Richard Yeung, Jörg Handschel, Branko Palcic and Til Aach Diagnostic Cytometry In: Oral Cytology
2013
Marcin Moch, Gerlind Herberich, Til Aach, Rudolf E. Leube and Reinhard Windoffer Measuring the regulation of keratin filament network dynamics In: Proceedings of the National Academy of Sciences of the United States of America (PNAS)
2012
2012
Matthias Mühlich, David Friedrich and Til Aach Supervised Quality Assessment Of Medical Image Registration: Application to intra-patient CT lung registration In: Medical Image Analysis 16 (8)
2012
David Friedrich, Chen Jin, Yu Zhang, Chen Demin, Li Yuan, Leonid Berynskyy, Stefan Biesterfeld, Dietrich Meyer-Ebrecht and Alfred Böcking A Pattern Recognition System for Identifying Cancer Cells in Serous Effusions In: Proceddings of Pathology Informatics 2012, Journal of Pathology Informatics
2012
David Friedrich, Chen Jin, Yu Zhang, Chen Demin, Li Yuan, Leonid Berynskyy, Stefan Biesterfeld, Til Aach and Alfred Böcking Identification of Prostate Cancer Cell Nuclei for DNA-Grading of Malignancy In: Bildverarbeitung für die Medizin 2012
2012
David Friedrich, Matthias Brozio, Andre Bell, Stefan Biesterfeld, Alfred Böcking and Til Aach Nucleus fingerprinting for the unique identification of Feulgen-stained nuclei In: SPIE Medical Imaging 2012: Computer-Aided Diagnosis
2012
David Friedrich, Joschka zur Jacobsmühlen, Till Braunschweig, André Bell, Kraisorn Chaisaowong, Ruth Knüchel-Clarke and Til Aach Detection of immunocytological markers in photomicroscopic images In: SPIE Medical Imaging 2012: Computer-Aided Diagnosis
2012
Gerlind Herberich, Reinhard Windoffer, Rudolf E. Leube and Til Aach Signal and Noise Modeling in Confocal Laser Scanning Fluorescence Microscopy In: International conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) - Volume Part I LNCS 7510 7510 of Lecture Notes in Computer Science
2012
Marcin Moch Reinhard Windoffer and Rudolf E. Leube Quantification of growth factor-dependent keratin network motility at subcellular resolution In: Proceedings of the 9th Focus On Microscopy Conference
2011
2011
David Friedrich, André Bell, Kraisorn Chaisaowong, Till Braunschweig, Ruth Knüchel-Clarke and Til Aach High Dynamic Range Microscopy for Color Selective Virtual De-Staining of Immunocytological Specimens In: Bildverarbeitung für die Medizin 2011
2011
André Bell, David Friedrich, Kraisorn Chaisaowong, Till Braunschweig, Ruth Knüchel-Clarke and Til Aach Fast Virtual Destaining of Immunocytological Specimens In: IEEE International Symposium on Biomedical Imaging (ISBI) 2011
2011
Gerlind Herberich, Reinhard Windoffer, Rudolf Leube and Til Aach 3D Segmentation of Keratin Intermediate Filaments in Confocal Laser Scanning Microscopy In: Proceedings of the 33rd International Conference of the IEEE Engineering in Medicine and Biology Society
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