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Amirhossein Kazerouni
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2020 – today
- 2024
- [j2]Reza Azad, Amirhossein Kazerouni
, Moein Heidari
, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia
, Abin Jose
, Rijo Roy, Dorit Merhof
:
Advances in medical image analysis with vision Transformers: A comprehensive review. Medical Image Anal. 91: 103000 (2024) - [c11]Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof:
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. WACV 2024: 1276-1286 - [c10]Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci:
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. WACV 2024: 1287-1296 - [i17]Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Ilker Hacihaliloglu, Dorit Merhof:
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights. CoRR abs/2403.19882 (2024) - [i16]Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati:
SUM: Saliency Unification through Mamba for Visual Attention Modeling. CoRR abs/2406.17815 (2024) - 2023
- [j1]Amirhossein Kazerouni
, Ehsan Khodapanah Aghdam, Moein Heidari
, Reza Azad, Mohsen Fayyaz
, Ilker Hacihaliloglu
, Dorit Merhof
:
Diffusion models in medical imaging: A comprehensive survey. Medical Image Anal. 88: 102846 (2023) - [c9]Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof:
Implicit Neural Representation in Medical Imaging: A Comparative Survey. ICCV (Workshops) 2023: 2373-2383 - [c8]Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni
, Yury Velichko, Ulas Bagci, Dorit Merhof:
Self-supervised Semantic Segmentation: Consistency over Transformation. ICCV (Workshops) 2023: 2646-2655 - [c7]Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni
, Dorit Merhof:
DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation. PRIME@MICCAI 2023: 83-95 - [c6]Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni
, Reza Azad, Dorit Merhof:
DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation. PRIME@MICCAI 2023: 146-158 - [c5]Reza Azad, Amirhossein Kazerouni
, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof:
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. MICCAI (3) 2023: 736-746 - [c4]Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof:
MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation. MIDL 2023: 680-694 - [c3]Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Saeed Ebadollahi, Dorit Merhof:
MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation. MIDL 2023: 1144-1162 - [c2]Reza Azad, Amirhossein Kazerouni
, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof:
Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers. MLMI@MICCAI (1) 2023: 207-216 - [c1]Moein Heidari, Amirhossein Kazerouni
, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof:
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. WACV 2023: 6191-6201 - [i15]Reza Azad, Amirhossein Kazerouni
, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof:
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review. CoRR abs/2301.03505 (2023) - [i14]Amirhossein Kazerouni, Amirhossein Heydarian, Milad Soltany Kadarvish, Aida Mohammadshahi, Abbas Omidi, Saeed Ebadollahi:
An intelligent modular real-time vision-based system for environment perception. CoRR abs/2303.16710 (2023) - [i13]Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli, Amirhossein Kazerouni, Bobby Azad, Reza Azad, Dorit Merhof:
Implicit Neural Representation in Medical Imaging: A Comparative Survey. CoRR abs/2307.16142 (2023) - [i12]Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni
, Reza Azad, Dorit Merhof:
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation. CoRR abs/2308.02959 (2023) - [i11]Reza Azad, Amirhossein Kazerouni
, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Abin Jose, Dorit Merhof:
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers. CoRR abs/2308.13442 (2023) - [i10]Reza Azad, Amirhossein Kazerouni
, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof:
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection. CoRR abs/2309.00108 (2023) - [i9]Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni
, Ehsan Khodapanah Aghdam, Yury Velichko, Ulas Bagci, Dorit Merhof:
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. CoRR abs/2309.00121 (2023) - [i8]Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni
, Yury Velichko, Ulas Bagci, Dorit Merhof:
Self-supervised Semantic Segmentation: Consistency over Transformation. CoRR abs/2309.00143 (2023) - [i7]Bobby Azad, Reza Azad, Sania Eskandari, Afshin Bozorgpour, Amirhossein Kazerouni
, Islem Rekik, Dorit Merhof:
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision. CoRR abs/2310.18689 (2023) - [i6]Amirhossein Kazerouni
, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci:
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings. CoRR abs/2310.18846 (2023) - [i5]Amirhossein Kazerouni
, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof:
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation. CoRR abs/2311.13069 (2023) - 2022
- [i4]Moein Heidari, Amirhossein Kazerouni
, Milad Soltany Kadarvish, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof:
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation. CoRR abs/2207.08518 (2022) - [i3]Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof:
Diffusion Models for Medical Image Analysis: A Comprehensive Survey. CoRR abs/2211.07804 (2022) - [i2]Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof:
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation. CoRR abs/2212.13504 (2022) - 2021
- [i1]Milad Soltany Kadarvish, Hesam Mojtahedi, Hossein Entezari Zarch, Amirhossein Kazerouni, Alireza Morsali, Azra Abtahi, Farokh Marvasti:
Ensemble Neural Representation Networks. CoRR abs/2110.04124 (2021)
Coauthor Index
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last updated on 2024-07-23 21:59 CEST by the dblp team
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