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Moein Heidari

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SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation

Sep 28, 2023
Mustansar Fiaz, Moein Heidari, Rao Muhammad Anwer, Hisham Cholakkal

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Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review

Jan 10, 2023
Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof

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Diffusion Models for Medical Image Analysis: A Comprehensive Survey

Nov 14, 2022
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof

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TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation

Aug 01, 2022
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof

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TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model

Jul 27, 2022
Reza Azad, Mohammad T. AL-Antary, Moein Heidari, Dorit Merhof

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HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

Jul 18, 2022
Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof

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Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach

Apr 06, 2022
Reza Azad, Moein Heidari, Julien Cohen-Adad, Ehsan Adeli, Dorit Merhof

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Contextual Attention Network: Transformer Meets U-Net

Mar 31, 2022
Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof

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