Diffusion models in medical imaging: A comprehensive survey
Kazerouni, Amirhossein, Aghdam, Ehsan Khodapanah, Heidari, Moein, Azad, Reza, Fayyaz, Mohsen, Hacihaliloglu, Ilker, Merhof, Dorit
Published in Medical image analysis (01.08.2023)
Published in Medical image analysis (01.08.2023)
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Journal Article
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation
Heidari, Moein, Kazerouni, Amirhossein, Soltany, Milad, Azad, Reza, Aghdam, Ehsan Khodapanah, Cohen-Adad, Julien, Merhof, Dorit
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
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Conference Proceeding
Advances in medical image analysis with vision Transformers: A comprehensive review
Azad, Reza, Kazerouni, Amirhossein, Heidari, Moein, Aghdam, Ehsan Khodapanah, Molaei, Amirali, Jia, Yiwei, Jose, Abin, Roy, Rijo, Merhof, Dorit
Published in Medical image analysis (01.01.2024)
Published in Medical image analysis (01.01.2024)
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Journal Article
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
Kazerouni, Amirhossein, Azad, Reza, Hosseini, Alireza, Merhof, Dorit, Bagci, Ulas
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
Azad, Reza, Niggemeier, Leon, Huttemann, Michael, Kazerouni, Amirhossein, Aghdam, Ehsan Khodapanah, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation
Kazerouni, Amirhossein, Karimijafarbigloo, Sanaz, Azad, Reza, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
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Conference Proceeding
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
Azad, Reza, Kazerouni, Amirhossein, Azad, Babak, Aghdam, Ehsan Khodapanah, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.10.2023)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (01.10.2023)
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Journal Article
Implicit Neural Representation in Medical Imaging: A Comparative Survey
Molaei, Amirali, Aminimehr, Amirhossein, Tavakoli, Armin, Kazerouni, Amirhossein, Azad, Bobby, Azad, Reza, Merhof, Dorit
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (02.10.2023)
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (02.10.2023)
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Conference Proceeding
SUM: Saliency Unification through Mamba for Visual Attention Modeling
Hosseini, Alireza, Kazerouni, Amirhossein, Akhavan, Saeed, Brudno, Michael, Taati, Babak
Year of Publication 25.06.2024
Year of Publication 25.06.2024
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Journal Article
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
Kazerouni, Amirhossein, Azad, Reza, Hosseini, Alireza, Merhof, Dorit, Bagci, Ulas
Year of Publication 28.10.2023
Year of Publication 28.10.2023
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Journal Article
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation
Bozorgpour, Afshin, Sadegheih, Yousef, Kazerouni, Amirhossein, Azad, Reza, Merhof, Dorit
Year of Publication 05.08.2023
Year of Publication 05.08.2023
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Journal Article
Self-supervised Semantic Segmentation: Consistency over Transformation
Karimijafarbigloo, Sanaz, Azad, Reza, Kazerouni, Amirhossein, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2023)
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2023)
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Conference Proceeding
Journal Article
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation
Kazerouni, Amirhossein, Karimijafarbigloo, Sanaz, Azad, Reza, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Year of Publication 21.11.2023
Year of Publication 21.11.2023
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Journal Article
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision
Azad, Bobby, Azad, Reza, Eskandari, Sania, Bozorgpour, Afshin, Kazerouni, Amirhossein, Rekik, Islem, Merhof, Dorit
Year of Publication 28.10.2023
Year of Publication 28.10.2023
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Journal Article
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
Azad, Reza, Kazerouni, Amirhossein, Azad, Babak, Aghdam, Ehsan Khodapanah, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Year of Publication 31.08.2023
Year of Publication 31.08.2023
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Journal Article
Self-supervised Semantic Segmentation: Consistency over Transformation
Karimijafarbigloo, Sanaz, Azad, Reza, Kazerouni, Amirhossein, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Year of Publication 31.08.2023
Year of Publication 31.08.2023
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Journal Article
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers
Azad, Reza, Kazerouni, Amirhossein, Sulaiman, Alaa, Bozorgpour, Afshin, Aghdam, Ehsan Khodapanah, Jose, Abin, Merhof, Dorit
Year of Publication 25.08.2023
Year of Publication 25.08.2023
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Journal Article
Implicit Neural Representation in Medical Imaging: A Comparative Survey
Molaei, Amirali, Aminimehr, Amirhossein, Tavakoli, Armin, Kazerouni, Amirhossein, Azad, Bobby, Azad, Reza, Merhof, Dorit
Year of Publication 30.07.2023
Year of Publication 30.07.2023
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Journal Article
An intelligent modular real-time vision-based system for environment perception
Kazerouni, Amirhossein, Heydarian, Amirhossein, Soltany, Milad, Mohammadshahi, Aida, Omidi, Abbas, Ebadollahi, Saeed
Year of Publication 29.03.2023
Year of Publication 29.03.2023
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Journal Article
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
Azad, Reza, Arimond, René, Aghdam, Ehsan Khodapanah, Kazerouni, Amirhossein, Merhof, Dorit
Year of Publication 27.12.2022
Year of Publication 27.12.2022
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Journal Article