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Papers matching “U-Net encoder” 10

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SMU-Net : Style matching U-Net for brain tumor segmentation with missing modalities
2022 arXiv (Cornell University) preprint Neuroscience Brain Tumor Detection and Classification Open access

Reza Azad, Nika Khosravi, Dorit Merhof

19

citations
Contextual Attention Network: Transformer Meets U-Net
2022 arXiv (Cornell University) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof

0

citations
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
2023 conference-paper Neuroscience Neuroscience and Neural Engineering

Yuli Wu, Ivan Karetić, Johannes Stegmaier, Peter Walter, Dorit Merhof

6

citations
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
2023 arXiv (Cornell University) preprint Neuroscience Neuroscience and Neural Engineering Open access

Yuli Wu, Ivan Karetić, Johannes Stegmaier, Peter Walter, Dorit Merhof

0

citations
Visual Fixation-Based Retinal Prosthetic Simulation
2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Neuroscience Neuroscience and Neural Engineering Open access

Yuli Wu, Do Dinh Tan Nguyen, Henning Konermann, Rüveyda Yilmaz, Peter Walter, Johannes Stegmaier

1

citations
OCT-guided laser bone ablation for spinal surgery: an in-line deep learning approach for residual bone thickness monitoring
2026 conference-abstract Medicine Spine and Intervertebral Disc Pathology

David Jänsch, Milena Žurić, Christina Giesen, Fabian Wendt, Lazar Bochvarov, G. Meineke, +1 more

0

citations
Generative learning‐based model for the prediction of 2D stress distribution
2023 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

5

citations
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
2022 IEEE Access article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof

144

citations
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
2022 arXiv (Cornell University) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof

0

citations
TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion
2025 Computational Visual Media article Neuroscience Brain Tumor Detection and Classification Open access

Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof

8

citations

10 results