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Amirhossein Kazerouni

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FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation

Nov 22, 2023
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof

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INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings

Oct 28, 2023
Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci

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Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision

Oct 28, 2023
Bobby Azad, Reza Azad, Sania Eskandari, Afshin Bozorgpour, Amirhossein Kazerouni, Islem Rekik, Dorit Merhof

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Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers

Sep 12, 2023
Reza Azad, Amirhossein Kazerouni, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof

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Self-supervised Semantic Segmentation: Consistency over Transformation

Aug 31, 2023
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof

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Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Aug 31, 2023
Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof

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Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection

Aug 31, 2023
Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof

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DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation

Aug 05, 2023
Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof

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Implicit Neural Representation in Medical Imaging: A Comparative Survey

Jul 30, 2023
Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof

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