Dennis Eschweiler

29 papers B 2C 1Misc 1Journal 13Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability. ICCVW Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Müller-Franzes, Carolina Ramirez, Madeline Hess, Lavinia Goldermann, Sharmila Majumdar, Daniel Truhn
2024	—	`conf`	Annotated Biomedical Video Generation Using Denoising Diffusion Probabilistic Models and Flow Fields. SASHIMI@MICCAI Rüveyda Yilmaz, Dennis Eschweiler, Johannes Stegmaier
2024	J	`jnl`	Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields. CoRR Rüveyda Yilmaz, Dennis Eschweiler, Johannes Stegmaier
2024	J	`jnl`	Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets. PLoS Comput. Biol. Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner, Johannes Stegmaier
2024	—	`conf`	Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation. ISBI Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, Peter Walter, Johannes Stegmaier
2023	J	`jnl`	Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets. CoRR Dennis Eschweiler, Johannes Stegmaier
2023	Misc	`conf`	End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks. ICASSP Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, Johannes Stegmaier
2023	J	`jnl`	Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation. CoRR Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, Peter Walter, Johannes Stegmaier
2022	B	`conf`	Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks. ICIP Abin Jose, Qi Mei, Dennis Eschweiler, Ina Laube, Johannes Stegmaier
2022	—	`conf`	Probabilistic Image Diversification to Improve Segmentation in 3D Microscopy Image Data. SASHIMI@MICCAI Dennis Eschweiler, Justus Schock, Johannes Stegmaier
2022	B	`conf`	Robust 3d Cell Segmentation: Extending The View Of Cellpose. ICIP Dennis Eschweiler, Richard S. Smith, Johannes Stegmaier
2021	J	`jnl`	3D fluorescence microscopy data synthesis for segmentation and benchmarking. CoRR Dennis Eschweiler, Malte Rethwisch, Mareike Jarchow, Simon Koppers, Johannes Stegmaier
2021	—	`conf`	Cellcyclegan: Spatiotemporal Microscopy Image Synthesis Of Cell Populations Using Statistical Shape Models And Conditional Gans. ISBI Dennis Bähr, Dennis Eschweiler, Anuk Bhattacharyya, Daniel Moreno-Andrés, Wolfram Antonin, Johannes Stegmaier
2021	J	`jnl`	Robust 3D Cell Segmentation: Extending the View of Cellpose. CoRR Dennis Eschweiler, Johannes Stegmaier
2021	J	`jnl`	Semi- and Self-Supervised Multi-View Fusion of 3D Microscopy Images using Generative Adversarial Networks. CoRR Canyu Yang, Dennis Eschweiler, Johannes Stegmaier
2021	—	`conf`	Semi- and Self-supervised Multi-view Fusion of 3D Microscopy Images Using Generative Adversarial Networks. MLMIR@MICCAI Canyu Yang, Dennis Eschweiler, Johannes Stegmaier
2021	—	`conf`	Spherical Harmonics For Shape-Constrained 3d Cell Segmentation. ISBI Dennis Eschweiler, Malte Rethwisch, Simon Koppers, Johannes Stegmaier
2020	J	`jnl`	A Multi-Organ Nucleus Segmentation Challenge. IEEE Trans. Medical Imaging Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi
2020	J	`jnl`	CellCycleGAN: Spatiotemporal Microscopy Image Synthesis of Cell Populations using Statistical Shape Models and Conditional GANs. CoRR Dennis Bähr, Dennis Eschweiler, Anuk Bhattacharyya, Daniel Moreno-Andrés, Wolfram Antonin, Johannes Stegmaier
2020	J	`jnl`	Spherical Harmonics for Shape-Constrained 3D Cell Segmentation. CoRR Dennis Eschweiler, Malte Rethwisch, Simon Koppers, Johannes Stegmaier
2019	J	`jnl`	Algorithms used for the Cell Segmentation Benchmark Competition at ISBI 2019 by RWTH-GE. CoRR Dennis Eschweiler, Johannes Stegmaier
2019	—	`conf`	CNN-Based Preprocessing to Optimize Watershed-Based Cell Segmentation in 3D Confocal Microscopy Images. ISBI Dennis Eschweiler, Thiago Vallin Spina, Rohan C. Choudhury, Elliot Meyerowitz, Alexandre Cunha, Johannes Stegmaier
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	—	`conf`	Towards Annotation-Free Segmentation of Fluorescently Labeled Cell Membranes in Confocal Microscopy Images. SASHIMI@MICCAI Dennis Eschweiler, Tim Klose, Florian Nicolas Müller-Fouarge, Marcin Kopaczka, Johannes Stegmaier
2018	J	`jnl`	CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images. CoRR Dennis Eschweiler, Thiago Vallin Spina, Rohan C. Choudhury, Elliot Meyerowitz, Alexandre Cunha, Johannes Stegmaier
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
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
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`	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