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Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation2022 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Computer Science Advanced Neural Network Applications
Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Dorit Merhof
2citations -
Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
4citations -
Reducing Manual Annotation Costs for Cell Segmentation by Upgrading Low-Quality Annotations2023 Lecture notes in computer science conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques
Șerban Vădineanu, Daniël M. Pelt, Oleh Dzyubachyk, Kees Joost Batenburg
3citations -
Utnetpara: A Hybrid CNN-Transformer Architecture with Multi-Scale Fusion for Whole-Slide Image Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection
Boqiang Huang, Jiayu Ying, Ruizhi Lyu, Nadine S. Schaadt, Barbara M. Klinkhammer, Peter Boor, +3 more
3citations -
A Semantic Segmentation Approach to Recognize Assault Rifles in ISIS Propaganda Images2020 IEEE International Conference on Semantic Computing (ICSC) conference-paper Computer Science Advanced Neural Network Applications Open access
Bhashithe Abeysinghe, Yannick Veilleux-Lepage, Mia M. Bloom, Rajshekhar Sunderraman
2citations -
Generation of Synthetic Data for DL-based Defect Detection in the Automotive Context2025 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection
Alexander Moriz, Dominik Wolfschläger, Miguel Suchodolak, Achim Byl, Friedrich Wolf, Kai Wege, +2 more
0citations -
OP1 A novel coronary computed tomography angiography deep-learning methodology for coronary atheroma assessment trained using near-infrared spectroscopy-intravascular ultrasound
Anantharaman Ramasamy, Hessam Sokooti, Xiaotong Zhang, Evangelia Tzorovili, Retesh Bajaj, Pieter H. Kitslaar, +12 more
0citations -
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Retinal Imaging and Analysis
Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, +2 more
7citations -
Leveraging Vision Transformers with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome2025 MIPRO ICT and Electronics Convention (MIPRO) conference-paper Medicine COVID-19 diagnosis using AI
Josefine Busch, Chadi Barakat, T. Pauli, Simon Fonck, André Stollenwerk, Sebastian Johannes Fritsch, +1 more
0citations -
LoFi Sketch: A Large Scale Dataset of Smartphone Low Fidelity Sketches2022 CHI Conference on Human Factors in Computing Systems Extended Abstracts conference-paper Computer Science Usability and User Interface Design
Vinoth Pandian Sermuga Pandian, Sarah Suleri, Prof. Dr. Matthias Jarke
0citations -
Dealing with segmentation errors in needle reconstruction for MRI-guided brachytherapy2025 SPIE Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling conference-paper Computer Science Medical Image Segmentation Techniques Open access
Vangelis Kostoulas, Arthur Guijt, Ellen M. Kerkhof, Bradley Rumwell Pieters, Peter A. N. Bosman, Tanja Alderliesten
0citations -
Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions3citations