Dorit Merhof

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 219

Top Venues

CoRR

Bildverarbeitung für die Medizin

ISBI

I2MTC

University of Erlangen, Germany (PHD)

Education History

University of Erlangen, Germany

PHD

Publications

Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Ilker Hacihaliloglu, Dorit Merhof
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights. CoRR (2024)
Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
Unsupervised Latent Stain Adaption for Digital Pathology. CoRR (2024)
Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
Advances in medical image analysis with vision Transformers: A comprehensive review. Medical Image Anal. 91 (2024)
Sina Ghorbani Kolahi, Seyed Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, Ilker Hacihaliloglu, Dorit Merhof
MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation. CoRR (2024)
Dennis Hein, Afshin Bozorgpour, Dorit Merhof, Ge Wang
Physics-Inspired Generative Models in Medical Imaging: A Review. CoRR (2024)
Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation. CoRR (2024)
Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, Reza Azad, Ali Diba, Ulas Bagci, Dorit Merhof, Ilker Hacihaliloglu
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis. CoRR (2024)
Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat. Comput. Sci. 4 (7) (2024)
Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. WACV (2024)
Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. WACV (2024)
Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model. CoRR (2023)
Bobby Azad, Reza Azad, Sania Eskandari, Afshin Bozorgpour, Amirhossein Kazerouni, Islem Rekik, Dorit Merhof
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision. CoRR (2023)
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation. CoRR (2023)
Long Chen, Weiwen Zhang, Yuli Wu, Martin Strauch, Dorit Merhof
Semi-supervised Instance Segmentation with a Learned Shape Prior. CoRR (2023)
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning. CoRR (2023)
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
Self-supervised Semantic Segmentation: Consistency over Transformation. ICCV (Workshops) (2023)
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Saeed Ebadollahi, Dorit Merhof
MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation. MIDL (2023)
Pratibha Kumari, Joohi Chauhan, Afshin Bozorgpour, Reza Azad, Dorit Merhof
Continual Learning in Medical Imaging Analysis: A Comprehensive Review of Recent Advancements and Future Prospects. CoRR (2023)
Anubha Gupta, Shiv Gehlot, Shubham Goswami, Sachin Motwani, Ritu Gupta, Álvaro García-Faura, Dejan Stepec, Tomaz Martincic, Reza Azad, Dorit Merhof, Afshin Bozorgpour, Babak Azad, Alaa Sulaiman, Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya, Aman Sinha, Rohit Agarwal, Xinyun Qiu, Yucheng Zhang, Ming Fan, Yoonbeom Park, Dae-Hong Lee, Joon Sik Park, KwangYeol Lee, Jaehyung Ye
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images. Medical Image Anal. 83 (2023)
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
Self-supervised Semantic Segmentation: Consistency over Transformation. CoRR (2023)
Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof
Implicit Neural Representation in Medical Imaging: A Comparative Survey. ICCV (Workshops) (2023)
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach. CoRR (2023)
Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. CoRR (2023)
Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. CoRR (2023)
Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. CoRR (2023)
Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation. CoRR (2023)
Long Chen, Yuli Wu, Johannes Stegmaier, Dorit Merhof
SortedAP: Rethinking evaluation metrics for instance segmentation. ICCV (Workshops) (2023)
Long Chen, Yuli Wu, Johannes Stegmaier, Dorit Merhof
SortedAP: Rethinking evaluation metrics for instance segmentation. CoRR (2023)
Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review. CoRR (2023)
Yuli Wu, Ivan Karetic, Johannes Stegmaier, Peter Walter, Dorit Merhof
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation. EMBC (2023)
Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach. PRIME@MICCAI (2023)
Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof
DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation. PRIME@MICCAI (2023)
Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers. CoRR (2023)
Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof
DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation. PRIME@MICCAI (2023)
Amelie Rauland, Dorit Merhof
Using Synthetic Training Data in Neural Networks for the Estimation of Fiber Orientation Distribution Functions from Single Shell Data. ISBI (2023)
Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers. MLMI@MICCAI (1) (2023)
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
Diffusion models in medical imaging: A comprehensive survey. Medical Image Anal. 88 (2023)
Yuli Wu, Ivan Karetic, Johannes Stegmaier, Peter Walter, Dorit Merhof
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation. CoRR (2023)
Afshin Bozorgpour, Bobby Azad, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
HCA-Net: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling. CoRR (2023)
Reza Azad, Moein Heidari, Kadir Yilmaz, Michael Hüttemann, Sanaz Karimijafarbigloo, Yuli Wu, Anke Schmeink, Dorit Merhof
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook. CoRR (2023)
Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. MICCAI (3) (2023)
Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach. CoRR (2023)
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation. MIDL (2023)
Moein Heidari, Amirhossein Kazerouni, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. WACV (2023)
Ehsan Khodapanah Aghdam, Reza Azad, Maral Zarvani, Dorit Merhof
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation. ISBI (2023)
Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof
Implicit Neural Representation in Medical Imaging: A Comparative Survey. CoRR (2023)
Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios Kaissis, Adi Szeskin, Colin Jacobs, Gabriel Efrain Humpire Mamani, Gabriel Chartrand, Fabian Lohöfer, Julian Walter Holch, Wieland H. Sommer, Felix Hofmann, Alexandre Hostettler, Naama Lev-Cohain, Michal Drozdzal, Michal Marianne Amitai, Refael Vivanti, Jacob Sosna, Ivan Ezhov, Anjany Sekuboyina, Fernando Navarro, Florian Kofler, Johannes C. Paetzold, Suprosanna Shit, Xiaobin Hu, Jana Lipková, Markus Rempfler, Marie Piraud, Jan Kirschke, Benedikt Wiestler, Zhiheng Zhang, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Michela Antonelli, Woong Bae, Miriam Bellver, Lei Bi, Hao Chen, Grzegorz Chlebus, Erik B. Dam, Qi Dou, Chi-Wing Fu, Bogdan Georgescu, Xavier Giró-i-Nieto, Felix Grün, Xu Han, Pheng-Ann Heng, Jürgen Hesser, Jan Hendrik Moltz, Christian Igel, Fabian Isensee, Paul Jäger, Fucang Jia, Krishna Chaitanya Kaluva, Mahendra Khened, Ildoo Kim, Jae-Hun Kim, Sungwoong Kim, Simon Kohl, Tomasz K. Konopczynski, Avinash Kori, Ganapathy Krishnamurthi, Fan Li, Hongchao Li, Junbo Li, Xiaomeng Li, John S. Lowengrub, Jun Ma, Klaus H. Maier-Hein, Kevis-Kokitsi Maninis, Hans Meine, Dorit Merhof, Akshay Pai, Mathias Perslev, Jens Petersen, Jordi Pont-Tuset, Jin Qi, Xiaojuan Qi, Oliver Rippel, Karsten Roth, Ignacio Sarasua, Andrea Schenk, Zengming Shen, Jordi Torres, Christian Wachinger, Chunliang Wang, Leon Weninger, Jianrong Wu, Daguang Xu, Xiaoping Yang, Simon Chun-Ho Yu, Yading Yuan, Miao Yue, Liping Zhang, Manuel Jorge Cardoso, Spyridon Bakas, Rickmer Braren, Volker Heinemann, Christopher Pal, An Tang, Samuel Kadoury, Luc Soler, Bram van Ginneken, Hayit Greenspan, Leo Joskowicz, Bjoern H. Menze
The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. 84 (2023)
Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof
Contextual Attention Network: Transformer Meets U-Net. CoRR (2022)
Oliver Rippel, Sergen Gülçelik, Khosrow Rahimi, Juliana Kurniadi, Andreas Herrmann, Dorit Merhof
Animal Fiber Identification under the Open Set Condition. VISIGRAPP (5: VISAPP) (2022)
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation. CoRR (2022)
Oliver Rippel, Corinna Zwinge, Dorit Merhof
Increasing the Generalization of Supervised Fabric Anomaly Detection Methods to Unseen Fabrics. Sensors 22 (13) (2022)
Long Chen, Yuli Wu, Dorit Merhof
Instance Segmentation of Dense and Overlapping Objects via Layering. CoRR (2022)
Philipp Gräbel, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone Marrow. ICPRAI (2) (2022)
Oliver Rippel, Nikolaj Schönfelder, Khosrow Rahimi, Juliana Kurniadi, Andreas Herrmann, Dorit Merhof
Panoptic Segmentation of Animal Fibers. I2MTC (2022)
Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Analysis of automatically generated embedding guides for cell classification. IPTA (2022)
Moein Heidari, Amirhossein Kazerouni, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. CoRR (2022)
Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Spatial Maturity Regression for the Classification of Hematopoietic Cells. IPTA (2022)
Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation. CoRR (2022)
Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model. CoRR (2022)
Leon Weninger, Mushawar Ahmad, Dorit Merhof
From Supervised to Unsupervised Harmonization of Diffusion Mri Acquisitions. ISBI (2022)
Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen-Adad, Dorit Merhof
Medical Image Segmentation on MRI Images with Missing Modalities: A Review. CoRR (2022)
Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Automatic Embedding Interventions for the Classification of Hematopoietic Cells. ICPR (2022)
Ehsan Khodapanah Aghdam, Reza Azad, Maral Zarvani, Dorit Merhof
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation. CoRR (2022)
Marcin Kopaczka, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof
Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks. Bildverarbeitung für die Medizin (2022)
Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof
Intervertebral Disc Labeling with Learning Shape Information, a Look once Approach. PRIME@MICCAI (2022)
Long Chen, Yuli Wu, Dorit Merhof
Instance Segmentation of Dense and Overlapping Objects via Layering. BMVC (2022)
Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, Dorit Merhof
Monoplanar CT Reconstruction with GANs. IPTA (2022)
Reza Azad, Nika Khosravi, Dorit Merhof
SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities. MIDL (2022)
Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof
Medical Image Segmentation Review: The success of U-Net. CoRR (2022)
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
Diffusion Models for Medical Image Analysis: A Comprehensive Survey. CoRR (2022)
Yuli Wu, Peter Walter, Dorit Merhof
Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography. Bildverarbeitung für die Medizin (2022)
Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof
Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations. IMPROVE (2022)
Leon Weninger, Jarek Ecke, Chuh-Hyoun Na, Kerstin Jütten, Dorit Merhof
Diffusion MRI Specific Pretraining by Self-supervision on an Auxiliary Dataset. Bildverarbeitung für die Medizin (2022)
Felix Duong, Michael Gadermayr, Dorit Merhof, Christiane Kuhl, Philipp Bruners, Sven H. Loosen, Christoph Roderburg, Daniel Truhn, Maximilian F. Schulze-Hagen
Automated major psoas muscle volumetry in computed tomography using machine learning algorithms. Int. J. Comput. Assist. Radiol. Surg. 17 (2) (2022)
Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Dorit Merhof
. EMBC (2022)
Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model. IEEE Access 10 (2022)
Reza Azad, Nika Khosravi, Dorit Merhof
SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities. CoRR (2022)
Leon Weninger, Sandro Romanzetti, Julia Ebert, Kathrin Reetz, Dorit Merhof
Harmonization of Diffusion MRI Data Obtained with Multiple Head Coils Using Hybrid CNNs. ECCV Workshops (7) (2022)
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof
TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation. PRIME@MICCAI (2022)
Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof
Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach. CoRR (2022)
Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof
Contextual Attention Network: Transformer Meets U-Net. MLMI@MICCAI (2022)
Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Rotation Invariance for Unsupervised Cell Representation Learning - Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification. Bildverarbeitung für die Medizin (2021)
Oliver Rippel, Peter Haumering, Johannes Brauers, Dorit Merhof
Anomaly Detection for the Automated Visual Inspection of PET Preform Closures. ETFA (2021)
Yuli Wu, Peter Walter, Dorit Merhof
Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography. CoRR (2021)
Philipp Gräbel, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Guided Representation Learning for the Classification of Hematopoietic Cells. ICCVW (2021)
Oliver Rippel, Dorit Merhof
Leveraging pre-trained Segmentation Networks for Anomaly Segmentation. ETFA (2021)
Leon Weninger, Maxim Drobjazko, Chuh-Hyoun Na, Kerstin Jütten, Dorit Merhof
Autoencoder-based Quality Assessment for Synthetic Diffusion-MRI Data. Bildverarbeitung für die Medizin (2021)
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern H. Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick Ferdinand Christ, Richard K. G. Do, Marc Gollub, Stephan Heckers, Henkjan J. Huisman, William R. Jarnagin, Maureen McHugo, Sandy Napel, Jennifer Goli-Pernicka, Kawal S. Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, James A. Meakin, Sébastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Alexandra Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, BeomHee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso
The Medical Segmentation Decathlon. CoRR (2021)
Leon Weninger, Andre Gilerson, Dorit Merhof
Improving Localization of Brain Tumors through 3D GAN Inpainting. EMBC (2021)
Michael Gadermayr, Maximilian Ernst Tschuchnig, Laxmi Gupta, Nils Krämer, Daniel Truhn, Dorit Merhof, Burkhard Gess
An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans. ISBI (2021)
Oliver Rippel, Patrick Mertens, Eike König, Dorit Merhof
Gaussian Anomaly Detection by Modeling the Distribution of Normal Data in Pretrained Deep Features. IEEE Trans. Instrum. Meas. 70 (2021)
Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification. ISBI (2021)
Oliver Rippel, Niclas Bilitewski, Khosrow Rahimi, Juliana Kurniadi, Andreas Herrmann, Dorit Merhof
Identifying Pristine and Processed Animal Fibers using Machine Learning. I2MTC (2021)
Long Chen, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Martin Strauch, Dorit Merhof
High-throughput Phenotyping of Nematode Cysts. CoRR (2021)
Nassim Bouteldja, Barbara Mara Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning. CoRR (2021)
Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof
Transfer Learning Gaussian Anomaly Detection by Fine-Tuning Representations. CoRR (2021)
Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Reduction of Stain Variability in Bone Marrow Microscopy Images - Influence of Augmentation and Normalization Methods on Detection and Classification of Hematopoietic Cells. Bildverarbeitung für die Medizin (2021)
Reza Azad, Afshin Bozorgpour, Maryam Asadi-Aghbolaghi, Dorit Merhof, Sergio Escalera
Deep Frequency Re-calibration U-Net for Medical Image Segmentation. ICCVW (2021)
Oliver Rippel, Maximilian Müller, Andreas Münkel, Thomas Gries, Dorit Merhof
Estimating the Probability Density Function of New Fabrics for Fabric Anomaly Detection. ICPRAM (2021)
Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CoRR (2020)

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Dorit Merhof