Dorit Merhof - RankMe

321 papers A* 1A 7B 8C 17Misc 1Journal 119Unranked 164

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-level fusion network for two-stage polyp segmentation via integrity learning. Image Vis. Comput. Junzhuo Liu, Dorit Merhof, Zhixiang Wang
2026	—	`ed.`	Deep Generative Models - 5th MICCAI Workshop, DGM4MICCAI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings DGM4MICCAI@MICCAI Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dorit Merhof, Yixuan Yuan
2026	J	`jnl`	Footprint-Guided Exemplar-Free Continual Histopathology Report Generation. CoRR Pratibha Kumari, Daniel Reisenbüchler, Afshin Bozorgpour, Yousef Sadegheih, Priyankar Choudhary, Dorit Merhof
2026	J	`jnl`	Gated Differential Linear Attention: A Linear-Time Decoder for High-Fidelity Medical Segmentation. CoRR Hongbo Zheng, Afshin Bozorgpour, Dorit Merhof, Minjia Zhang
2026	J	`jnl`	Spatial transcriptomics expression prediction from histopathology based on cross-modal mask reconstruction and contrastive learning. Medical Image Anal. Junzhuo Liu, Markus Eckstein, Zhixiang Wang, Friedrich Feuerhake, Dorit Merhof
2026	J	`jnl`	Tissue Classification and Whole-Slide Images Analysis via Modeling of the Tumor Microenvironment and Biological Pathways. CoRR Junzhuo Liu, Xuemei Du, Daniel Reisenbüchler, Ye Chen, Markus Eckstein, Christian Matek, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review. Comput. Vis. Media Reza Azad, Mohammad Dehghanmanshadi, Nika Khosravi, Julien Cohen-Adad, Dorit Merhof
2025	J	`jnl`	Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis. CoRR Pratibha Kumari, Daniel Reisenbüchler, Afshin Bozorgpour, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2025	—	`conf`	CENet: Context Enhancement Network for Medical Image Segmentation. MICCAI (1) Afshin Bozorgpour, Sina Ghorbani Kolahi, Reza Azad, Ilker Hacihaliloglu, Dorit Merhof
2025	J	`jnl`	CENet: Context Enhancement Network for Medical Image Segmentation. CoRR Afshin Bozorgpour, Sina Ghorbani Kolahi, Reza Azad, Ilker Hacihaliloglu, Dorit Merhof
2025	J	`jnl`	Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects. Medical Image Anal. Pratibha Kumari, Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
2025	—	`ed.`	Deep Generative Models - 4th MICCAI Workshop, DGM4MICCAI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings DGM4MICCAI@MICCAI Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dorit Merhof, Yixuan Yuan
2025	J	`jnl`	Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning. CoRR Pratibha Kumari, Afshin Bozorgpour, Daniel Reisenbüchler, Edgar Jost, Martina Crysandt, Christian Matek, Dorit Merhof
2025	J	`jnl`	Echo-E CoRR Moein Heidari, Afshin Bozorgpour, AmirHossein Zarif-Fakharnia, Dorit Merhof, Ilker Hacihaliloglu
2025	—	`conf`	Energy-Efficient CNN Acceleration with MSDF Digit-Serial Arithmetic on FPGA. ICECS Muhammad Usman, Yousef Sadegheih, Dorit Merhof
2025	A	`conf`	Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation Under Degradation. WACV Sanaz Karimijafarbigloo, Sina Ghorbani Kolahi, Reza Azad, Ulas Bagci, Dorit Merhof
2025	—	`conf`	HoloPointNet: A Deep Learning Framework for Efficient 3D Point Cloud Holography. MICCAI (11) Ankit Amrutkar, Ahmet Nazlioglu, Björn Kampa, Volkmar Schulz, Johannes Stegmaier, Markus Rothermel, Dorit Merhof
2025	—	`conf`	LHU-Net: A Lean Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Segmentation. MICCAI (14) Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof
2025	J	`jnl`	MedScale-Former: Self-guided multiscale transformer for medical image segmentation. Medical Image Anal. Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2025	—	`conf`	Modality-Agnostic Brain Lesion Segmentation with Privacy-Aware Continual Learning. PRIME@MICCAI Yousef Sadegheih, Pratibha Kumari, Dorit Merhof
2025	J	`jnl`	Novel Deep Learning Approaches for Analyzing Diffusion Imaging Data. Künstliche Intell. Yousef Sadegheih, Leon Weninger, Dorit Merhof
2025	—	`conf`	Preservation of Image Content in Stain-to-stain Translation for Digital Pathology. Bildverarbeitung für die Medizin Boqiang Huang, Wissem Benjeddou, Nadine S. Schaadt, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive Learning. CoRR Junzhuo Liu, Markus Eckstein, Zhixiang Wang, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Tissue concepts: Supervised foundation models in computational pathology. Comput. Biol. Medicine Till Nicke, Raphael Schäfer, Henning Höfener, Friedrich Feuerhake, Dorit Merhof, Fabian Kiessling, Johannes Lotz
2025	—	`conf`	Top-Down Attention-Based Multiple Instance Learning for Whole Slide Image Analysis. MICCAI (1) Daniel Reisenbüchler, Ruining Deng, Christian Matek, Friedrich Feuerhake, Dorit Merhof
2025	J	`jnl`	Towards Robust and Generalizable Gerchberg Saxton based Physics Inspired Neural Networks for Computer Generated Holography: A Sensitivity Analysis Framework. CoRR Ankit Amrutkar, Björn Kampa, Volkmar Schulz, Johannes Stegmaier, Markus Rothermel, Dorit Merhof
2025	J	`jnl`	TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion. Comput. Vis. Media Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
2024	J	`jnl`	Advances in medical image analysis with vision Transformers: A comprehensive review. Medical Image Anal. Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
2024	A	`conf`	Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. WACV Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	J	`jnl`	Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis. CoRR Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, Reza Azad, Ali Diba, Ulas Bagci, Dorit Merhof, Ilker Hacihaliloglu
2024	—	`conf`	Continual Domain Incremental Learning for Privacy-Aware Digital Pathology. MICCAI (12) Pratibha Kumari, Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	J	`jnl`	Continual Domain Incremental Learning for Privacy-aware Digital Pathology. CoRR Pratibha Kumari, Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	J	`jnl`	Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights. CoRR Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Ilker Hacihaliloglu, Dorit Merhof
2024	—	`conf`	Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation. ISBI Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	—	`conf`	HCA-NET: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling. ISBI Afshin Bozorgpour, Bobby Azad, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	A	`conf`	INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. WACV Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
2024	J	`jnl`	LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation. CoRR Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof
2024	—	`conf`	Learning Instance-Discriminative Pixel Embeddings Using Pixel Triplets. MLMI@MICCAI (1) Long Chen, Dorit Merhof
2024	—	`conf`	Leveraging Unlabeled Data for 3D Medical Image Segmentation Through Self-Supervised Contrastive Learning. ISBI Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	A	`conf`	MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation. BMVC Sina Ghorbani Kolahi, Seyed Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, Ilker Hacihaliloglu, Dorit Merhof
2024	J	`jnl`	MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation. CoRR Sina Ghorbani Kolahi, Seyed Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, Ilker Hacihaliloglu, Dorit Merhof
2024	J	`jnl`	Medical Image Segmentation Review: The Success of U-Net. IEEE Trans. Pattern Anal. Mach. Intell. Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof
2024	J	`jnl`	Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat. Comput. Sci. Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
2024	J	`jnl`	Physics-Inspired Generative Models in Medical Imaging: A Review. CoRR Dennis Hein, Afshin Bozorgpour, Dorit Merhof, Ge Wang
2024	—	`conf`	Reducing Uncertainty in 3D Medical Image Segmentation under Limited Annotations through Contrastive Learning. MIDL Sanaz Jarimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2024	—	`conf`	Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study. PRIME@MICCAI Yousef Sadegheih, Dorit Merhof
2024	—	`conf`	Self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations. PRIME@MICCAI Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
2024	J	`jnl`	Single-Layer Learnable Activation for Implicit Neural Representation (SL CoRR Moein Heidari, Reza Rezaeian, Reza Azad, Dorit Merhof, Hamid Soltanian-Zadeh, Ilker Hacihaliloglu
2024	J	`jnl`	Tissue Concepts: supervised foundation models in computational pathology. CoRR Till Nicke, Raphael Schäfer, Henning Höfener, Friedrich Feuerhake, Dorit Merhof, Fabian Kiessling, Johannes Lotz
2024	A*	`conf`	Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NeurIPS Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jia-Xin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024	J	`jnl`	Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? CoRR Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024	—	`conf`	Unsupervised Latent Stain Adaptation for Computational Pathology. MICCAI (11) Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	J	`jnl`	Unsupervised Latent Stain Adaption for Digital Pathology. CoRR Daniel Reisenbüchler, Lucas Luttner, Nadine S. Schaadt, Friedrich Feuerhake, Dorit Merhof
2024	—	`conf`	Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation. ISBI Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara Mara Klinkhammer, Peter Boor, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof
2023	—	`conf`	A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation. EMBC Yuli Wu, Ivan Karetic, Johannes Stegmaier, Peter Walter, Dorit Merhof
2023	J	`jnl`	A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation. CoRR Yuli Wu, Ivan Karetic, Johannes Stegmaier, Peter Walter, Dorit Merhof
2023	J	`jnl`	Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review. CoRR Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
2023	—	`conf`	Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation. ISBI Ehsan Khodapanah Aghdam, Reza Azad, Maral Zarvani, Dorit Merhof
2023	J	`jnl`	Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. CoRR Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Continual Learning in Medical Imaging Analysis: A Comprehensive Review of Recent Advancements and Future Prospects. CoRR Pratibha Kumari, Joohi Chauhan, Afshin Bozorgpour, Reza Azad, Dorit Merhof
2023	—	`conf`	DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation. PRIME@MICCAI Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof
2023	—	`conf`	DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation. PRIME@MICCAI Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof
2023	J	`jnl`	DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation. CoRR Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof
2023	J	`jnl`	Diffusion models in medical imaging: A comprehensive survey. Medical Image Anal. Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
2023	J	`jnl`	Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach. CoRR Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
2023	J	`jnl`	Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision. CoRR Bobby Azad, Reza Azad, Sania Eskandari, Afshin Bozorgpour, Amirhossein Kazerouni, Islem Rekik, Dorit Merhof
2023	J	`jnl`	FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation. CoRR Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	HCA-Net: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling. CoRR Afshin Bozorgpour, Bobby Azad, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	A	`conf`	HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. WACV Moein Heidari, Amirhossein Kazerouni, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
2023	J	`jnl`	INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. CoRR Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
2023	—	`conf`	Implicit Neural Representation in Medical Imaging: A Comparative Survey. ICCV (Workshops) Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof
2023	J	`jnl`	Implicit Neural Representation in Medical Imaging: A Comparative Survey. CoRR Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof
2023	—	`conf`	Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. MICCAI (3) Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. CoRR Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning. CoRR Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook. CoRR Reza Azad, Moein Heidari, Kadir Yilmaz, Michael Hüttemann, Sanaz Karimijafarbigloo, Yuli Wu, Anke Schmeink, Dorit Merhof
2023	—	`conf`	MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation. MIDL Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Saeed Ebadollahi, Dorit Merhof
2023	—	`conf`	MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation. MIDL Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2023	J	`jnl`	Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model. CoRR Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
2023	J	`jnl`	SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images. Medical Image Anal. 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
2023	—	`conf`	Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach. PRIME@MICCAI Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
2023	J	`jnl`	Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach. CoRR Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
2023	—	`conf`	Self-supervised Semantic Segmentation: Consistency over Transformation. ICCV (Workshops) Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Self-supervised Semantic Segmentation: Consistency over Transformation. CoRR Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Semi-supervised Instance Segmentation with a Learned Shape Prior. CoRR Long Chen, Weiwen Zhang, Yuli Wu, Martin Strauch, Dorit Merhof
2023	—	`conf`	SortedAP: Rethinking evaluation metrics for instance segmentation. ICCV (Workshops) Long Chen, Yuli Wu, Johannes Stegmaier, Dorit Merhof
2023	J	`jnl`	SortedAP: Rethinking evaluation metrics for instance segmentation. CoRR Long Chen, Yuli Wu, Johannes Stegmaier, Dorit Merhof
2023	J	`jnl`	The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Anal. 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
2023	—	`conf`	Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers. MLMI@MICCAI (1) Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
2023	J	`jnl`	Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers. CoRR Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof
2023	—	`conf`	Using Synthetic Training Data in Neural Networks for the Estimation of Fiber Orientation Distribution Functions from Single Shell Data. ISBI Amelie Rauland, Dorit Merhof
2022	—	`conf`	Analysis of automatically generated embedding guides for cell classification. IPTA Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2022	—	`conf`	Animal Fiber Identification under the Open Set Condition. VISIGRAPP (5: VISAPP) Oliver Rippel, Sergen Gülçelik, Khosrow Rahimi, Juliana Kurniadi, Andreas Herrmann, Dorit Merhof
2022	J	`jnl`	Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation. CoRR Ehsan Khodapanah Aghdam, Reza Azad, Maral Zarvani, Dorit Merhof
2022	J	`jnl`	Automated major psoas muscle volumetry in computed tomography using machine learning algorithms. Int. J. Comput. Assist. Radiol. Surg. Felix Duong, Michael Gadermayr, Dorit Merhof, Christiane Kuhl, Philipp Bruners, Sven H. Loosen, Christoph Roderburg, Daniel Truhn, Maximilian F. Schulze-Hagen
2022	B	`conf`	Automatic Embedding Interventions for the Classification of Hematopoietic Cells. ICPR Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2022	—	`conf`	Computation of Traveled Distance of Pigs in an Open Field with Fully Convolutional Neural Networks. Bildverarbeitung für die Medizin Marcin Kopaczka, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof
2022	—	`conf`	Contextual Attention Network: Transformer Meets U-Net. MLMI@MICCAI Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof
2022	J	`jnl`	Contextual Attention Network: Transformer Meets U-Net. CoRR Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof
2022	J	`jnl`	DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation. CoRR Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof
2022	—	`conf`	Diffusion MRI Specific Pretraining by Self-supervision on an Auxiliary Dataset. Bildverarbeitung für die Medizin Leon Weninger, Jarek Ecke, Chuh-Hyoun Na, Kerstin Jütten, Dorit Merhof
2022	J	`jnl`	Diffusion Models for Medical Image Analysis: A Comprehensive Survey. CoRR Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
2022	—	`conf`	From Supervised to Unsupervised Harmonization of Diffusion Mri Acquisitions. ISBI Leon Weninger, Mushawar Ahmad, Dorit Merhof
2022	—	`conf`	Harmonization of Diffusion MRI Data Obtained with Multiple Head Coils Using Hybrid CNNs. ECCV Workshops (7) Leon Weninger, Sandro Romanzetti, Julia Ebert, Kathrin Reetz, Dorit Merhof
2022	J	`jnl`	HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. CoRR Moein Heidari, Amirhossein Kazerouni, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
2022	J	`jnl`	Increasing the Generalization of Supervised Fabric Anomaly Detection Methods to Unseen Fabrics. Sensors Oliver Rippel, Corinna Zwinge, Dorit Merhof
2022	A	`conf`	Instance Segmentation of Dense and Overlapping Objects via Layering. BMVC Long Chen, Yuli Wu, Dorit Merhof
2022	J	`jnl`	Instance Segmentation of Dense and Overlapping Objects via Layering. CoRR Long Chen, Yuli Wu, Dorit Merhof
2022	J	`jnl`	Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach. CoRR Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof
2022	—	`conf`	Intervertebral Disc Labeling with Learning Shape Information, a Look once Approach. PRIME@MICCAI Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof
2022	—	`conf`	Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation EMBC Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Dorit Merhof
2022	J	`jnl`	Medical Image Segmentation Review: The success of U-Net. CoRR Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof
2022	J	`jnl`	Medical Image Segmentation on MRI Images with Missing Modalities: A Review. CoRR Reza Azad, Nika Khosravi, Mohammad Dehghanmanshadi, Julien Cohen-Adad, Dorit Merhof
2022	—	`conf`	Monoplanar CT Reconstruction with GANs. IPTA Justus Schock, Yu-Chia Lan, Daniel Truhn, Marcin Kopaczka, Stefan Conrad, Sven Nebelung, Dorit Merhof
2022	—	`conf`	Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography. Bildverarbeitung für die Medizin Yuli Wu, Peter Walter, Dorit Merhof
2022	—	`conf`	Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone Marrow. ICPRAI (2) Philipp Gräbel, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2022	—	`conf`	Panoptic Segmentation of Animal Fibers. I2MTC Oliver Rippel, Nikolaj Schönfelder, Khosrow Rahimi, Juliana Kurniadi, Andreas Herrmann, Dorit Merhof
2022	—	`conf`	SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities. MIDL Reza Azad, Nika Khosravi, Dorit Merhof
2022	J	`jnl`	SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities. CoRR Reza Azad, Nika Khosravi, Dorit Merhof
2022	—	`conf`	Spatial Maturity Regression for the Classification of Hematopoietic Cells. IPTA Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2022	—	`conf`	TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation. PRIME@MICCAI Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof
2022	J	`jnl`	TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation. CoRR Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof
2022	J	`jnl`	TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model. IEEE Access Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof
2022	J	`jnl`	TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model. CoRR Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof
2022	—	`conf`	Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations. IMPROVE Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof
2021	—	`conf`	An Asymmetric Cycle-Consistency Loss For Dealing With Many-To-One Mappings In Image Translation: A Study On Thigh Mr Scans. ISBI Michael Gadermayr, Maximilian Ernst Tschuchnig, Laxmi Gupta, Nils Krämer, Daniel Truhn, Dorit Merhof, Burkhard Gess
2021	C	`conf`	Anomaly Detection for the Automated Visual Inspection of PET Preform Closures. ETFA Oliver Rippel, Peter Haumering, Johannes Brauers, Dorit Merhof
2021	—	`conf`	Autoencoder-based Quality Assessment for Synthetic Diffusion-MRI Data. Bildverarbeitung für die Medizin Leon Weninger, Maxim Drobjazko, Chuh-Hyoun Na, Kerstin Jütten, Dorit Merhof
2021	—	`conf`	Deep Frequency Re-calibration U-Net for Medical Image Segmentation. ICCVW Reza Azad, Afshin Bozorgpour, Maryam Asadi-Aghbolaghi, Dorit Merhof, Sergio Escalera
2021	C	`conf`	Estimating the Probability Density Function of New Fabrics for Fabric Anomaly Detection. ICPRAM Oliver Rippel, Maximilian Müller, Andreas Münkel, Thomas Gries, Dorit Merhof
2021	J	`jnl`	Gaussian Anomaly Detection by Modeling the Distribution of Normal Data in Pretrained Deep Features. IEEE Trans. Instrum. Meas. Oliver Rippel, Patrick Mertens, Eike König, Dorit Merhof
2021	—	`conf`	Guided Representation Learning for the Classification of Hematopoietic Cells. ICCVW Philipp Gräbel, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2021	J	`jnl`	High-throughput Phenotyping of Nematode Cysts. CoRR Long Chen, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Martin Strauch, Dorit Merhof
2021	—	`conf`	Identifying Pristine and Processed Animal Fibers using Machine Learning. I2MTC Oliver Rippel, Niclas Bilitewski, Khosrow Rahimi, Juliana Kurniadi, Andreas Herrmann, Dorit Merhof
2021	—	`conf`	Improving Localization of Brain Tumors through 3D GAN Inpainting. EMBC Leon Weninger, Andre Gilerson, Dorit Merhof
2021	J	`jnl`	Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning. CoRR Nassim Bouteldja, Barbara Mara Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof
2021	C	`conf`	Leveraging pre-trained Segmentation Networks for Anomaly Segmentation. ETFA Oliver Rippel, Dorit Merhof
2021	J	`jnl`	Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography. CoRR Yuli Wu, Peter Walter, Dorit Merhof
2021	—	`conf`	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 Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2021	—	`conf`	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 Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2021	—	`conf`	Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification. ISBI Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2021	J	`jnl`	The Medical Segmentation Decathlon. CoRR 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 Arbeláez, 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
2021	J	`jnl`	Transfer Learning Gaussian Anomaly Detection by Fine-Tuning Representations. CoRR Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof
2020	J	`jnl`	A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images. CoRR Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, Susanne Schultz-Kuhlmann, Stefan Krüssel, Dorit Merhof
2020	—	`conf`	A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images. ISBI Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, Susanne Schultz-Kuhlmann, Stefan Krüssel, Dorit Merhof
2020	—	`conf`	A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative. ShapeMI@MICCAI Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Paul Kruse, Daniel Truhn, Stefan Conrad, Gerald Antoch, Christiane Kuhl, Sven Nebelung, Dorit Merhof
2020	C	`conf`	Accurate Stitch Position Identification of Sewn Threads in Textiles. ETFA Dieter Geller, Tarek Stiebel, Oliver Rippel, Jonas Osburg, Volker Lutz, Thomas Gries, Dorit Merhof
2020	J	`jnl`	An Asymetric Cycle-Consistency Loss for Dealing with Many-to-One Mappings in Image Translation: A Study on Thigh MR Scans. CoRR Michael Gadermayr, Maximilian Ernst Tschuchnig, Dorit Merhof, Nils Krämer, Daniel Truhn, Burkhard Gess
2020	J	`jnl`	AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018. CoRR Oliver Rippel, Leon Weninger, Dorit Merhof
2020	—	`conf`	Automated Segmentation of Profiled Fibers in cross-sectional Micrographs for Quality Control. I2MTC Oliver Rippel, Maximilian Schnabel, Georg-Philipp Paar, Thomas Gries, Dorit Merhof
2020	J	`jnl`	Brightness Invariant Deep Spectral Super-Resolution. Sensors Tarek Stiebel, Dorit Merhof
2020	—	`conf`	Circular Anchors for the Detection of Hematopoietic Cells Using Retinanet. ISBI Philipp Gräbel, Özcan Özkan, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2020	—	`conf`	Deep Optimal Filter Responses for Multi-Spectral Imaging. LIM Tarek Stiebel, Dorit Merhof
2020	—	`conf`	Efficient Deep Face Alignment with Explicit Statistical Shape Models in Convolutional Neural Networks. IPTA Marcin Kopaczka, Justus Schock, Paul Kruse, Dorit Merhof
2020	—	`conf`	Enhancing Deep Spectral Super-resolution from RGB Images by Enforcing the Metameric Constraint. VISIGRAPP (4: VISAPP) Tarek Stiebel, Philipp Seltsam, Dorit Merhof
2020	—	`conf`	Fully Automated Segmentation of the Psoas Major Muscle in Clinical CT Scans. Bildverarbeitung für die Medizin Marcin Kopaczka, Richard Lindenpütz, Daniel Truhn, Maximilian Schulze-Hagen, Dorit Merhof
2020	C	`conf`	GAN-based Defect Synthesis for Anomaly Detection in Fabrics. ETFA Oliver Rippel, Maximilian Müller, Dorit Merhof
2020	—	`conf`	Image Quilting for Histological Image Synthesis. Bildverarbeitung für die Medizin Daniel Bug, Gregor Nickel, Anne Grote, Friedrich Feuerhake, Eva Oswald, Julia Schüler, Dorit Merhof
2020	—	`conf`	Improving Pixel Embedding Learning Through Intermediate Distance Regression Supervision for Instance Segmentation. ECCV Workshops (6) Yuli Wu, Long Chen, Dorit Merhof
2020	J	`jnl`	Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation. CoRR Yuli Wu, Long Chen, Dorit Merhof
2020	J	`jnl`	Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints. CoRR Long Chen, Martin Strauch, Dorit Merhof
2020	—	`conf`	Linear Spectral Estimate Refinement for Spectral Reconstruction from RGB. CIC Tarek Stiebel, Dorit Merhof
2020	J	`jnl`	MixNet: Multi-modality Mix Network for Brain Segmentation. CoRR Long Chen, Dorit Merhof
2020	B	`conf`	Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection. ICPR Oliver Rippel, Patrick Mertens, Dorit Merhof
2020	J	`jnl`	Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection. CoRR Oliver Rippel, Patrick Mertens, Dorit Merhof
2020	—	`conf`	NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CVPR Workshops 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 H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
2020	J	`jnl`	NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CoRR 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 H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi
2020	—	`conf`	Radiomic Feature Stability Analysis Based on Probabilistic Segmentations. ISBI Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Gustav Mueller-Franzes, Leon Weninger, Dorit Merhof
2020	—	`conf`	Robust Open Field Rodent Tracking Using a Fully Convolutional Network and a Softargmax Distance Loss. Bildverarbeitung für die Medizin Marcin Kopaczka, Tobias Jacob, Lisa Ernst, Mareike Schulz, René Tolba, Dorit Merhof
2020	—	`conf`	Scalable HEVC for Histological Whole-Slide Image Compression. Bildverarbeitung für die Medizin Daniel Bug, Felix Bartsch, Nadine Sarah Schaadt, Mathias Wien, Friedrich Feuerhake, Julia Schüler, Eva Oswald, Dorit Merhof
2020	—	`conf`	Semi-supervised Instance Segmentation with a Learned Shape Prior. iMIMIC/MIL3ID/LABELS@MICCAI Long Chen, Weiwen Zhang, Yuli Wu, Martin Strauch, Dorit Merhof
2020	—	`conf`	Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training. ISBI Workshops Philipp Gräbel, Gregor Nickel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2019	J	`jnl`	A Modular System for Detection, Tracking and Analysis of Human Faces in Thermal Infrared Recordings. Sensors Marcin Kopaczka, Lukas Breuer, Justus Schock, Dorit Merhof
2019	J	`jnl`	A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels. IEEE Trans. Instrum. Meas. Marcin Kopaczka, Raphael Kolk, Justus Schock, Felix Burkhard, Dorit Merhof
2019	—	`conf`	Assessment of Laboratory Mouse Activity in Video Recordings Using Deep Learning Methods. EMBC Marcin Kopaczka, Daniel Tillmann, Lisa Ernst, Justus Schock, René Tolba, Dorit Merhof
2019	J	`jnl`	CNN cascades for segmenting sparse objects in gigapixel whole slide images. Comput. Medical Imaging Graph. Michael Gadermayr, Ann-Kathrin Dombrowski, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2019	—	`conf`	Combined Learning for Similar Tasks with Domain-Switching Networks. MICCAI (5) Daniel Bug, Dennis Eschweiler, Qianyu Liu, Justus Schock, Leon Weninger, Friedrich Feuerhake, Julia Schüler, Johannes Stegmaier, Dorit Merhof
2019	J	`jnl`	Cross-scanner and cross-protocol diffusion MRI data harmonisation: A benchmark database and evaluation of algorithms. NeuroImage Chantal M. W. Tax, Francesco Grussu, Enrico Kaden, Lipeng Ning, S. Umesh Rudrapatna, C. John Evans, Samuel St-Jean, Alexander Leemans, Simon Koppers, Dorit Merhof, Aurobrata Ghosh, Ryutaro Tanno, Daniel C. Alexander, Stefano Zappalà, Cyril Charron, Slawomir Kusmia, David E. J. Linden, Derek K. Jones, Jelle Veraart
2019	—	`conf`	Deep Multi-Modal Encoder-Decoder Networks for Shape Constrained Segmentation and Joint Representation Learning. Bildverarbeitung für die Medizin Nassim Bouteldja, Dorit Merhof, Jan Ehrhardt, Mattias P. Heinrich
2019	J	`jnl`	Delira: A High-Level Framework for Deep Learning in Medical Image Analysis. J. Open Source Softw. Christoph Haarburger, Justus Schock, Michael Baumgartner, Oliver Rippel, Dorit Merhof
2019	—	`conf`	GAN-Based Image Enrichment in Digital Pathology Boosts Segmentation Accuracy. MICCAI (1) Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof, Michael Gadermayr
2019	J	`jnl`	Generative Adversarial Networks for Facilitating Stain-Independent Supervised and Unsupervised Segmentation: A Study on Kidney Histology. IEEE Trans. Medical Imaging Michael Gadermayr, Laxmi Gupta, Vitus Appel, Peter Boor, Barbara Mara Klinkhammer, Dorit Merhof
2019	—	`conf`	Image-Based Survival Prediction for Lung Cancer Patients Using CNNS. ISBI Christoph Haarburger, Philippe Weitz, Oliver Rippel, Dorit Merhof
2019	—	`conf`	Instance Segmentation of Biomedical Images with an Object-Aware Embedding Learned with Local Constraints. MICCAI (1) Long Chen, Martin Strauch, Dorit Merhof
2019	—	`conf`	Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples. EMBC Long Chen, Martin Strauch, Matthias Daub, Marcus Jansen, Hans-Georg Luigs, Dorit Merhof
2019	C	`conf`	Interpolating Maps between Neural Response Spaces for Chemosensing with Fruit Fly Antenna Sensors. BIBE Martin Strauch, Karl Krüger, Latha Mukunda, Alja Lüdke, C. Giovanni Galizia, Dorit Merhof
2019	—	`conf`	Iterative learning to make the most of unlabeled and quickly obtained labeled data in histology. MIDL Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof, Michael Gadermayr
2019	—	`conf`	Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification. MICCAI (4) Christoph Haarburger, Michael Baumgartner, Daniel Truhn, Mirjam Broeckmann, Hannah Schneider, Simone Schrading, Christiane Kuhl, Dorit Merhof
2019	J	`jnl`	Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification. CoRR Christoph Haarburger, Michael Baumgartner, Daniel Truhn, Mirjam Broeckmann, Hannah Schneider, Simone Schrading, Christiane Kuhl, Dorit Merhof
2019	—	`conf`	Multi-task Learning for Brain Tumor Segmentation. BrainLes@MICCAI (1) Leon Weninger, Qianyu Liu, Dorit Merhof
2019	—	`conf`	Multiparametric Magnetic Resonance Image Synthesis using Generative Adversarial Networks. VCBM Christoph Haarburger, Nicolas Horst, Daniel Truhn, Mirjam Broeckmann, Simone Schrading, Christiane Kuhl, Dorit Merhof
2019	—	`conf`	Prediction of Liver Function Based on DCE-CT. Bildverarbeitung für die Medizin Oliver Rippel, Daniel Truhn, Johannes Thüring, Christoph Haarburger, Christiane K. Kuhl, Dorit Merhof
2019	J	`jnl`	Radiomic Feature Stability Analysis based on Probabilistic Segmentations. CoRR Christoph Haarburger, Justus Schock, Daniel Truhn, Philippe Weitz, Leon Weninger, Dorit Merhof
2019	J	`jnl`	Robustness of Radiomics for Survival Prediction of Brain Tumor Patients Depending on Resection Status. Frontiers Comput. Neurosci. Leon Weninger, Christoph Haarburger, Dorit Merhof
2019	—	`conf`	Semantic Segmentation of Brain Tumors in MRI Data Without any Labels. VCBM Leon Weninger, Imke Krauhausen, Dorit Merhof
2019	—	`conf`	Sodium Image Denoising Based on a Convolutional Denoising Autoencoder. Bildverarbeitung für die Medizin Simon Koppers, Edouard Coussoux, Sandro Romanzetti, Kathrin Reetz, Dorit Merhof
2019	J	`jnl`	Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters. CoRR Marcin Kopaczka, Justus Schock, Dorit Merhof
2019	—	`conf`	Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations. MIDL Michael Gadermayr, Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2018	—	`conf`	A Robust Algorithm for Computing Boundary Points of the Metamer Mismatch Body. CIC Tarek Stiebel, Dorit Merhof
2018	—	`conf`	A combined modular system for face detection, head pose estimation, face tracking and emotion recognition in thermal infrared images. IST Marcin Kopaczka, Justus Schock, Jan Nestler, Kevin Kielholz, Dorit Merhof
2018	—	`conf`	A fully annotated thermal face database and its application for thermal facial expression recognition. I2MTC Marcin Kopaczka, Raphael Kolk, Dorit Merhof
2018	—	`conf`	Abbreviated breast biopsy procedure by registration of craniocaudal and mediolateral breast MR images. ISBI Christoph Haarburger, Johannes Ruther, Daniel Truhn, Simone Schrading, Daniel Bug, Christiane K. Kuhl, Dorit Merhof
2018	C	`conf`	An Inspection System for Multi-Label Polymer Classification. ETFA Tarek Stiebel, Marcel Bosling, Aljoscha Steffens, Thomas Pretz, Dorit Merhof
2018	—	`conf`	Annotated Dendrograms for Neurons From the Larval Fruit Fly Brain. VCBM@MICCAI Martin Strauch, Volker Hartenstein, Ingrid V. Andrade, Albert Cardona, Dorit Merhof
2018	J	`jnl`	Automated classification of celiac disease during upper endoscopy: Status quo and quo vadis. Comput. Biol. Medicine Michael Gadermayr, Georg Wimmer, Hubert Kogler, Andreas Vécsei, Dorit Merhof, Andreas Uhl
2018	C	`conf`	Correction of Thread Position Mismatch in High Precision CNC Sewing. ETFA Tarek Stiebel, Dieter Geller, Dorit Merhof
2018	J	`jnl`	DELIMIT PyTorch - An extension for Deep Learning in Diffusion Imaging. CoRR Simon Koppers, Dorit Merhof
2018	—	`conf`	Defect detection in plain weave fabrics by yarn tracking and fully convolutional networks. I2MTC Leon Weninger, Marcin Kopaczka, Dorit Merhof
2018	—	`conf`	Detection and Classification of Faulty Weft Threads Using Both Feature-Based and Deep Convolutional Machine Learning Methods. ICPRAM (Revised Selected Papers) Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Kevin Kielholz, Dorit Merhof
2018	—	`conf`	Evaluating Out-of-the-Box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow. COMPAY/OMIA@MICCAI Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Hoffmann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
2018	C	`conf`	Fully Automatic Faulty Weft Thread Detection using a Camera System and Feature-based Pattern Recognition. ICPRAM Marcin Kopaczka, Marco Saggiomo, Moritz Güttler, Thomas Gries, Dorit Merhof
2018	C	`conf`	Gradual Domain Adaptation for Segmenting Whole Slide Images Showing Pathological Variability. ICISP Michael Gadermayr, Dennis Eschweiler, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2018	J	`jnl`	Image-based Survival Analysis for Lung Cancer Patients using CNNs. CoRR Christoph Haarburger, Philippe Weitz, Oliver Rippel, Dorit Merhof
2018	—	`conf`	Introducing CNN-Based Mouse Grim Scale Analysis for Fully Automated Image-Based Assessment of Distress in Laboratory Mice. VCBM@MICCAI Marcin Kopaczka, Lisa Ernst, Justus Schock, Arne Schneuing, Alexander Guth, René Tolba, Dorit Merhof
2018	—	`conf`	MixNet: Multi-modality Mix Network for Brain Segmentation. BrainLes@MICCAI (1) Long Chen, Dorit Merhof
2018	—	`conf`	Reconstructing Spectral Images From RGB-Images Using a Convolutional Neural Network. CVPR Workshops Tarek Stiebel, Simon Koppers, Philipp Seltsam, Dorit Merhof
2018	C	`conf`	Recovering a Chemotopic Feature Space from a Group of Fruit Fly Antenna Chemosensors. BIBE Martin Strauch, Latha Mukunda, Alja Lüdke, C. Giovanni Galizia, Dorit Merhof
2018	—	`conf`	Robust Statistics for Feature-based Active Appearance Models. ICETE (1) Marcin Kopaczka, Philipp Gräbel, Dorit Merhof
2018	—	`conf`	Segmentation of Brain Tumors and Patient Survival Prediction: Methods for the BraTS 2018 Challenge. BrainLes@MICCAI (2) Leon Weninger, Oliver Rippel, Simon Koppers, Dorit Merhof
2018	J	`jnl`	Spherical Harmonic Residual Network for Diffusion Signal Harmonization. CoRR Simon Koppers, Luke Bloy, Jeffrey I. Berman, Chantal M. W. Tax, J. Christopher Edgar, Dorit Merhof
2018	—	`conf`	Stain independent segmentation of whole slide images: A case study in renal histology. ISBI Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof, Michael Gadermayr
2018	—	`conf`	Towards Analysis of Mental Stress Using Thermal Infrared Tomography. Bildverarbeitung für die Medizin Marcin Kopaczka, Thomas Jantos, Dorit Merhof
2018	J	`jnl`	Training of polyp staging systems using mixed imaging modalities. Comput. Biol. Medicine Georg Wimmer, Michael Gadermayr, Roland Kwitt, Michael Häfner, Toru Tamaki, Shigeto Yoshida, Shinji Tanaka, Dorit Merhof, Andreas Uhl
2018	—	`conf`	Transfer Learning for Breast Cancer Malignancy Classification based on Dynamic Contrast-Enhanced MR Images. Bildverarbeitung für die Medizin Christoph Haarburger, Peter Langenberg, Daniel Truhn, Hannah Schneider, Johannes Thüring, Simone Schrading, Christiane K. Kuhl, Dorit Merhof
2018	J	`jnl`	Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations. CoRR Michael Gadermayr, Laxmi Gupta, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2018	—	`conf`	Which Way Round? A Study on the Performance of Stain-Translation for Segmenting Arbitrarily Dyed Histological Images. MICCAI (2) Michael Gadermayr, Vitus Appel, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2018	J	`jnl`	larvalign: Aligning Gene Expression Patterns from the Larval Brain of Drosophila melanogaster. Neuroinformatics Sascha E. A. Muenzing, Martin Strauch, James W. Truman, Katja Bühler, Andreas S. Thum, Dorit Merhof
2017	—	`conf`	A Quantitative Assessment of Image Normalization for Classifying Histopathological Tissue of the Kidney. GCPR Michael Gadermayr, Sean Steven Cooper, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2017	J	`jnl`	An unsupervised learning approach for tracking mice in an enclosed area. BMC Bioinform. Jakob Unger, Mike Mansour, Marcin Kopaczka, Nina Gronloh, Marc Spehr, Dorit Merhof
2017	—	`conf`	Analyzing Immunohistochemically Stained Whole-Slide Images of Ovarian Carcinoma. Bildverarbeitung für die Medizin Daniel Bug, Anne Grote, Julia Schüler, Friedrich Feuerhake, Dorit Merhof
2017	J	`jnl`	CNN Cascades for Segmenting Whole Slide Images of the Kidney. CoRR Michael Gadermayr, Ann-Kathrin Dombrowski, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2017	—	`conf`	Compound quality assessment in laser beam melting processes using layer images. I2MTC Joschka zur Jacobsmühlen, Stefan Kleszczynski, Gerd Witt, Dorit Merhof
2017	—	`conf`	Context-Based Normalization of Histological Stains Using Deep Convolutional Features. DLMIA/ML-CDS@MICCAI Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler, Dorit Merhof
2017	J	`jnl`	Context-based Normalization of Histological Stains using Deep Convolutional Features. CoRR Daniel Bug, Steffen Schneider, Anne Grote, Eva Oswald, Friedrich Feuerhake, Julia Schüler, Dorit Merhof
2017	—	`conf`	Evaluation of Multi-Channel Image Registration in Microscopy. Bildverarbeitung für die Medizin Sascha E. A. Muenzing, Andreas S. Thum, Katja Bühler, Dorit Merhof
2017	B	`conf`	Face Detection in Thermal Infrared Images: A Comparison of Algorithm- and Machine-Learning-Based Approaches. ACIVS Marcin Kopaczka, Jan Nestler, Dorit Merhof
2017	—	`conf`	Face Tracking and Respiratory Signal Analysis for the Detection of Sleep Apnea in Thermal Infrared Videos with Head Movement. ICIAP Workshops Marcin Kopaczka, Özcan Özkan, Dorit Merhof
2017	—	`conf`	Fully-Automated CNN-Based Computer Aided Celiac Disease Diagnosis. ICIAP (2) Michael Gadermayr, Georg Wimmer, Andreas Uhl, Hubert Kogler, Andreas Vécsei, Dorit Merhof
2017	—	`conf`	Reliable Estimation of the Number of Compartments in Diffusion MRI. Bildverarbeitung für die Medizin Simon Koppers, Christoph Haarburger, J. Christopher Edgar, Dorit Merhof
2017	J	`jnl`	Segmenting renal whole slide images virtually without training data. Comput. Biol. Medicine Michael Gadermayr, Dennis Eschweiler, Abiramjee Jeevanesan, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2017	—	`conf`	The Importance of Smoothness Constraints on Spectral Object Reflectances when Modeling Metamer Mismatching. ICCV Workshops Tarek Stiebel, Dorit Merhof
2017	—	`conf`	Unsupervised data analysis for virus detection with a surface plasmon resonance sensor. IPTA Dominic Siedhoff, Martin Strauch, Victoria Shpacovitch, Dorit Merhof
2016	—	`conf`	A Feasibility Study on Automated Protein Aggregate Characterization Utilizing a Hybrid Classification Model. VCBM/MedViz Dennis Eschweiler, Michael Gadermayr, Jakob Unger, Markus Nippold, Björn Falkenburger, Dorit Merhof
2016	—	`conf`	An automated method for realistic face simulation and facial landmark annotation and its application to active appearance models. IPTA Marcin Kopaczka, Carlo Hensel, Dorit Merhof
2016	—	`conf`	Automated anatomical description of pleural thickening towards improvement of its computer-assisted diagnosis. Computer-Aided Diagnosis Kraisorn Chaisaowong, Mingze Jiang, Peter Faltin, Dorit Merhof, Christian Eisenhawer, Monika Gube, Thomas Kraus
2016	C	`conf`	Automated enhancement and detection of stripe defects in large circular weft knitted fabrics. ETFA Marcin Kopaczka, Hanry Ham, Kristina Simonis, Raphael Kolk, Dorit Merhof
2016	—	`conf`	Biometrische Messung der Pupillenreaktion. Bildverarbeitung für die Medizin Christian Hintze, Johannes Junggeburth, Bernhard Hill, Dorit Merhof
2016	C	`conf`	Color filter arrays revisited - Evaluation of Bayer pattern interpolation for industrial applications. INDIN Matthias Breier, Constantin Haas, Wei Li, Dorit Merhof
2016	—	`conf`	Detection and Quantification of Cytoskeletal Granules. Bildverarbeitung für die Medizin Dennis Eschweiler, Jakob Unger, Kraisorn Chaisaowong, Mugdha Sawant, Reinhard Windoffer, Rudolf E. Leube, Dorit Merhof
2016	—	`conf`	Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion Imaging. MLMI@MICCAI Simon Koppers, Dorit Merhof
2016	—	`conf`	Do We Need Large Annotated Training Data for Detection Applications in Biomedical Imaging? A Case Study in Renal Glomeruli Detection. MLMI@MICCAI Michael Gadermayr, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
2016	—	`conf`	Domain Adaptive Classification for Compensating Variability in Histopathological Whole Slide Images. ICIAR Michael Gadermayr, Martin Strauch, Barbara Mara Klinkhammer, Sonja Djudjaj, Peter Boor, Dorit Merhof
2016	—	`conf`	Evaluation of i-Scan Virtual Chromoendoscopy and Traditional Chromoendoscopy for the Automated Diagnosis of Colonic Polyps. CARE@MICCAI Georg Wimmer, Michael Gadermayr, Roland Kwitt, Michael Häfner, Dorit Merhof, Andreas Uhl
2016	—	`ch.`	Exploring Crossing Fibers of the Brain's White Matter Using Directional Regions of Interest. Visualization in Medicine and Life Sciences III Andreas Graumann, Mirco Richter, Christopher Nimsky, Dorit Merhof
2016	—	`conf`	Feature Selection Framework for White Matter Fiber Clustering Based on Normalized Cuts. Bildverarbeitung für die Medizin Simon Koppers, Christoph Hebisch, Dorit Merhof
2016	—	`conf`	Flattening of the Lung Surface with Temporal Consistency for the Follow-Up Assessment of Pleural Mesothelioma. VISIGRAPP (2: IVAPP) Peter Faltin, Thomas Kraus, Marcin Kopaczka, Dorit Merhof
2016	B	`conf`	Have we underestimated the power of image undistortion? ICIP Wei Li, Wenting Huang, Matthias Breier, Dorit Merhof
2016	—	`conf`	Incorporating human knowledge in automated celiac disease diagnosis. IPTA Michael Gadermayr, Hubert Kogler, Maximilian Karla, Andreas Vécsei, Andreas Uhl, Dorit Merhof
2016	—	`conf`	Localizing components on printed circuit boards using 2D information. ICIT Wei Li, Chen Jiang, Matthias Breier, Dorit Merhof
2016	—	`conf`	Multi-class single-label classification of histopathological whole-slide images. ISBI Daniel Bug, Julia Schüler, Friedrich Feuerhake, Dorit Merhof
2016	—	`conf`	Rectification for fronto-parallel camera movement in 3D reconstruction of printed circuit boards. I2MTC Matthias Breier, Patrick Küsters, Anna König, Wei Li, Marcel Bosling, Thomas Pretz, Dorit Merhof
2016	J	`jnl`	Recycle deep features for better object detection. CoRR Wei Li, Matthias Breier, Dorit Merhof
2016	—	`conf`	Robust Facial Landmark Detection and Face Tracking in Thermal Infrared Images using Active Appearance Models. VISIGRAPP (4: VISAPP) Marcin Kopaczka, Kemal Acar, Dorit Merhof
2016	—	`conf`	Robust calibration marker detection in powder bed images from laser beam melting processes. ICIT Joschka zur Jacobsmühlen, Jan Achterhold, Stefan Kleszczynski, Gerd Witt, Dorit Merhof
2016	—	`conf`	Smoothness-constrained convex cone analysis for signal extraction from calcium imaging movies. ISBI Martin Strauch, Markus Rothermel, Matt Wachowiak, Dorit Merhof
2015	—	`conf`	Accurate laser triangulation using a perpendicular camera setup to assess the height profile of PCBs. ICIT Matthias Breier, Philipp Moller, Wei Li, Marcel Bosling, Thomas Pretz, Dorit Merhof
2015	J	`jnl`	Blind weave detection for woven fabrics. Pattern Anal. Appl. Dorian Schneider, Dorit Merhof
2015	C	`conf`	Detection of elevated regions in surface images from laser beam melting processes. IECON Joschka zur Jacobsmühlen, Stefan Kleszczynski, Gerd Witt, Dorit Merhof
2015	J	`jnl`	Discrimination of cell cycle phases in PCNA-immunolabeled cells. BMC Bioinform. Felix Schönenberger, Anja Deutzmann, Elisa Ferrando-May, Dorit Merhof
2015	—	`conf`	Foreground Extraction for Histopathological Whole Slide Imaging. Bildverarbeitung für die Medizin Daniel Bug, Friedrich Feuerhake, Dorit Merhof
2015	J	`jnl`	Interactive tracking of insect posture. Pattern Recognit. Minmin Shen, Chen Li, Wei Huang, Paul Szyszka, Kimiaki Shirahama, Marcin Grzegorzek, Dorit Merhof, Oliver Deussen
2015	B	`conf`	Skew correction and line extraction in binarized printed text images. ICIP Wei Li, Matthias Breier, Dorit Merhof
2015	—	`conf`	Spherical Ridgelets for Multi-Diffusion Tensor Refinement. Bildverarbeitung für die Medizin Simon Koppers, Thomas Schultz, Dorit Merhof
2015	J	`jnl`	Vision-Based On-Loom Measurement of Yarn Densities in Woven Fabrics. IEEE Trans. Instrum. Meas. Dorian Schneider, Yves-Simon Gloy, Dorit Merhof
2014	J	`jnl`	A traverse inspection system for high precision visual on-loom fabric defect detection. Mach. Vis. Appl. Dorian Schneider, Timm Holtermann, Dorit Merhof
2014	—	`conf`	Consistent follow-up segmentation of pleural thickenings. ISBI Peter Faltin, Kraisorn Chaisaowong, Thomas Kraus, Dorit Merhof
2014	—	`conf`	Detection of felt tip markers on microscope slides. Digital Pathology David Friedrich, Dietrich Meyer-Ebrecht, Alfred Böcking, Dorit Merhof
2014	—	`conf`	Efficient numerical reconstruction of color Doppler images of mitral regurgitation in vitro. ISBI Wei Li, Simon J. Sonntag, Michael Becker, Nikolaus Marx, Ulrich Steinseifer, Dorit Merhof
2014	—	`conf`	Extracting and Visualizing Uncertainties in Segmentations from 3D Medical Data. VCBM Peter Faltin, Kraisorn Chaisaowong, Thomas Kraus, Dorit Merhof
2014	—	`conf`	High precision on-loom yarn density measurement in woven fabrics. I2MTC Dorian Schneider, Dorit Merhof
2014	—	`conf`	Interactive 3D Segmentation of Pleural Thickenings Simultaniously at Different Points of Time Using Graph Cut. Bildverarbeitung für die Medizin Peter Faltin, Phan-Anh Nguyen, Kraisorn Chaisaowong, Thomas Kraus, Dorit Merhof
2014	B	`conf`	Interactive Framework for Insect Tracking with Active Learning. ICPR Minmin Shen, Wei Huang, Paul Szyszka, C. Giovanni Galizia, Dorit Merhof
2014	C	`conf`	Robustness analysis of imaging system for inspection of laser beam melting systems. ETFA Joschka zur Jacobsmühlen, Stefan Kleszczynski, Gerd Witt, Dorit Merhof
2014	C	`conf`	Rotation estimation for printed circuit board recycling. IECON Matthias Breier, Wei Li, Marcel Bosling, Thomas Pretz, Dorit Merhof
2014	—	`conf`	Segmentierung von Zellkernen für Hochdurchsatz-DNA-Bildzytomerie. Bildverarbeitung für die Medizin David Friedrich, Christoph Haarburger, Adrián Luna Cobos, Dietrich Meyer-Ebrecht, Alfred Böcking, Dorit Merhof
2014	C	`conf`	Text recognition for information retrieval in images of printed circuit boards. IECON Wei Li, Stefan Neullens, Matthias Breier, Marcel Bosling, Thomas Pretz, Dorit Merhof
2013	—	`conf`	Automated Image Processing to Quantify Cell Migration. Bildverarbeitung für die Medizin Minmin Shen, Bastian Zimmer, Marcel Leist, Dorit Merhof
2013	B	`conf`	Automatic framework for tracking honeybee's antennae and mouthparts from low framerate video. ICIP Minmin Shen, Paul Szyszka, C. Giovanni Galizia, Dorit Merhof
2013	—	`conf`	Optimized Cortical Subdivision for Classification of Alzheimer's Disease With Cortical Thickness. Bildverarbeitung für die Medizin Mirco Richter, Dorit Merhof
2013	J	`jnl`	The looks of an odour - Visualising neural odour response patterns in real time. BMC Bioinform. Martin Strauch, Clemens Müthing, Marc P. Broeg, Paul Szyszka, Daniel Münch, Thomas Laudes, Oliver Deussen, Cosmas Galizia, Dorit Merhof
2012	—	`conf`	Bundle Visualization Strategies for HARDI Characteristics. ISVC (1) Diana Röttger, Daniela Dudai, Dorit Merhof, Stefan Müller
2012	—	`conf`	Diffusionsbildgebung -Trends und aktuelle Entwicklungen. GI-Jahrestagung Dorit Merhof, Diana Röttger, Christopher Nimsky
2012	J	`jnl`	HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform. BMC Bioinform. Hendrik Strobelt, Enrico Bertini, Joachim Braun, Oliver Deussen, Ulrich Groth, Thomas U. Mayer, Dorit Merhof
2012	—	`conf`	INCIDE the brain of a bee: Visualising honeybee brain activity in real time by semantic segmentation. BioVis Martin Strauch, Marc P. Broeg, Clemens Müthing, Paul Szyszka, Oliver Deussen, C. Giovanni Galizia, Dorit Merhof
2012	B	`conf`	ISMI: a classification index for high angular resolution diffusion imaging. Image Processing Diana Röttger, Daniela Dudai, Dorit Merhof, Stefan Müller
2012	Misc	`conf`	Instant visitation maps for interactive visualization of uncertain particle trajectories. Visualization and Data Analysis Kai Bürger, Roland Fraedrich, Dorit Merhof, Rüdiger Westermann
2012	—	`conf`	Skeleton-based gyri sulci separation for improved assessment of cortical thickness. ISBI Mirco Richter, Courtney A. Bishop, Juergen Dukart, Elisabeth Stühler, Karsten Mueller, Matthias L. Schroeter, Dorit Merhof
2012	—	`conf`	The BundleExplorer: A Focus and Context Rendering Framework for Complex Fiber Distributions. VCBM Diana Röttger, Dorit Merhof, Stefan Müller
2012	—	`conf`	Visualization and Evaluation of Intra-Bundle Diffusion Characteristics. GI-Jahrestagung Diana Röttger, Daniela Dudai, Dorit Merhof, Stefan Müller
2011	—	`conf`	Anisotropy of HARDI Diffusion Profiles Based on the L Bildverarbeitung für die Medizin Philipp Landgraf, Dorit Merhof, Mirco Richter
2011	J	`jnl`	Automated Image Processing for the Analysis of DNA Repair Dynamics CoRR Thorsten Riess, Christian Dietz, Martin Tomas, Elisa Ferrando-May, Dorit Merhof
2011	—	`conf`	Evaluation of Local Filter Approaches for Diffusion Tensor-Based Fiber Tracking. Bildverarbeitung für die Medizin Dorit Merhof, Michael Buchfelder, Christopher Nimsky
2011	—	`conf`	HiTSEE: A visualization tool for hit selection and analysis in high-throughput screening experiments. BioVis Enrico Bertini, Hendrik Strobelt, Joachim Braun, Oliver Deussen, Ulrich Groth, Thomas U. Mayer, Dorit Merhof
2011	J	`jnl`	Novel Fast Marching for Automated Segmentation of the Hippocampus (FMASH): Method and validation on clinical data. NeuroImage Courtney A. Bishop, Mark Jenkinson, Jesper L. R. Andersson, Jérôme Declerck, Dorit Merhof
2010	—	`conf`	Evaluation of Hippocampal Segmentation Methods for Healthy and Pathological Subjects. VCBM Courtney A. Bishop, Mark Jenkinson, Jérôme Declerck, Dorit Merhof
2010	—	`conf`	Fiber Selection from Diffusion Tensor Data based on Boolean Operators. Bildverarbeitung für die Medizin Dorit Merhof, Günther Greiner, Michael Buchfelder, Christopher Nimsky
2007	J	`jnl`	Anisotropic quadrilateral mesh generation: An indirect approach. Adv. Eng. Softw. Dorit Merhof, Roberto Grosso, Udo Tremel, Günther Greiner
2007	J	`jnl`	Correction of susceptibility artifacts in diffusion tensor data using non-linear registration. Medical Image Anal. Dorit Merhof, Grzegorz Soza, Andreas Stadlbauer, Günther Greiner, Christopher Nimsky
2007	—	`conf`	Generation of Hulls Encompassing Neuronal Pathways Based on Tetrahedralization and 3D Alpha Shapes. Bildverarbeitung für die Medizin Dorit Merhof, Martin Meister, Ezgi Bingöl, Peter Hastreiter, Christopher Nimsky, Günther Greiner
2007	—	`—`	Reconstruction and visualization of neuronal pathways from diffusion tensor data. Dorit Merhof
2006	—	`conf`	Fast and Accurate Connectivity Analysis Between Functional Regions Based on DT-MRI. MICCAI (2) Dorit Merhof, Mirco Richter, Frank Enders, Peter Hastreiter, Oliver Ganslandt, Michael Buchfelder, Christopher Nimsky, Günther Greiner
2006	J	`jnl`	Hybrid Visualization for White Matter Tracts using Triangle Strips and Point Sprites. IEEE Trans. Vis. Comput. Graph. Dorit Merhof, Markus Sonntag, Frank Enders, Christopher Nimsky, Peter Hastreiter, Günther Greiner
2006	J	`jnl`	Intraoperative visualization of the pyramidal tract by diffusion-tensor-imaging-based fiber tracking. NeuroImage Christopher Nimsky, Oliver Ganslandt, Dorit Merhof, A. Gregory Sorensen, Rudolf Fahlbusch
2006	—	`conf`	Streamline Visualization of Diffusion Tensor Data Based on Triangle Strips. Bildverarbeitung für die Medizin Dorit Merhof, Markus Sonntag, Frank Enders, Christopher Nimsky, Peter Hastreiter, Günther Greiner
2006	J	`jnl`	Visualization Strategies for Major White Matter Tracts for Intraoperative Use. Int. J. Comput. Assist. Radiol. Surg. Christopher Nimsky, Oliver Ganslandt, Frank Enders, Dorit Merhof, Thilo Hammen, Michael Buchfelder
2005	—	`conf`	Directional volume growing for the extraction of white matter tracts from diffusion tensor data. Image-Guided Procedures Dorit Merhof, Peter Hastreiter, Christopher Nimsky, Rudolf Fahlbusch, G. Greiner
2005	—	`conf`	Enhanced Visualization of Diffusion Tensor Data for Neurosurgery. Bildverarbeitung für die Medizin Frank Enders, Dorit Merhof, Peter Hastreiter, Marc Stamminger, Christopher Nimsky
2005	—	`conf`	Integrated Visualization of Diffusion Tensor Fiber Tracts and Anatomical Data. SimVis Dorit Merhof, Frank Enders, Fernando Vega, Peter Hastreiter, Christopher Nimsky, Marc Stamminger
2005	—	`conf`	Rekonstruktion und Visualisierung neuronaler Bahnen. GI Jahrestagung (2) Peter Hastreiter, Dorit Merhof, Frank Enders, Rudolf Fahlbusch, Christopher Nimsky, Marc Stamminger
2005	A	`conf`	Visualization of White Matter Tracts with Wrapped Streamlines. IEEE Visualization Frank Enders, Natascha Sauber, Dorit Merhof, Peter Hastreiter, Christopher Nimsky, Marc Stamminger
2004	—	`conf`	Non-linear Integration of DTI-based Fiber Tracts into Standard 3D MR Data. VMV Dorit Merhof, Peter Hastreiter, Grzegorz Soza, Christopher Nimsky