reza azad

About reza azad

reza azad, With an exceptional h-index of 21 and a recent h-index of 18 (since 2020), a distinguished researcher at Sharif University of Technology, specializes in the field of computer vision, machine learning, deep learning, image processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

Laplacian-former: Overcoming the limitations of vision transformers in local texture detection

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

Self-supervised Semantic Segmentation: Consistency over Transformation

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

Implicit neural representation in medical imaging: A comparative survey

Diffusion models in medical imaging: A comprehensive survey

reza azad Information

University

Position

___

Citations(all)

1543

Citations(since 2020)

1432

Cited By

259

hIndex(all)

21

hIndex(since 2020)

18

i10Index(all)

30

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

reza azad Skills & Research Interests

computer vision

machine learning

deep learning

image processing

Top articles of reza azad

Title

Journal

Author(s)

Publication Date

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

Afshin Bozorgpour

Yousef Sadegheih

Amirhossein Kazerouni

Reza Azad

Dorit Merhof

2023/10/8

Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach

arXiv preprint arXiv:2301.10847

Reza Azad

Yiwei Jia

Ehsan Khodapanah Aghdam

Julien Cohen-Adad

Dorit Merhof

2023/1/25

Laplacian-former: Overcoming the limitations of vision transformers in local texture detection

Reza Azad

Amirhossein Kazerouni

Babak Azad

Ehsan Khodapanah Aghdam

Yury Velichko

...

2023/10/1

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

Reza Azad

Amirhossein Kazerouni

Moein Heidari

Ehsan Khodapanah Aghdam

Amirali Molaei

...

2023/1/9

Self-supervised Semantic Segmentation: Consistency over Transformation

Sanaz Karimijafarbigloo

Reza Azad

Amirhossein Kazerouni

Yury Velichko

Ulas Bagci

...

2023

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

Reza Azad

Leon Niggemeier

Michael Hüttemann

Amirhossein Kazerouni

Ehsan Khodapanah Aghdam

...

2024

Implicit neural representation in medical imaging: A comparative survey

Amirali Molaei

Amirhossein Aminimehr

Armin Tavakoli

Amirhossein Kazerouni

Bobby Azad

...

2023

Diffusion models in medical imaging: A comprehensive survey

Amirhossein Kazerouni

Ehsan Khodapanah Aghdam

Moein Heidari

Reza Azad

Mohsen Fayyaz

...

2023/5/23

MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation

Sanaz Karimijafarbigloo

Reza Azad

Amirhossein Kazerouni

Dorit Merhof

2023

MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation

Sanaz Karimijafarbigloo

Reza Azad

Amirhossein Kazerouni

Saeed Ebadollahi

Dorit Merhof

2024/1/23

Self-supervised few-shot learning for semantic segmentation: An annotation-free approach

Sanaz Karimijafarbigloo

Reza Azad

Dorit Merhof

2023/10/8

SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images

Medical Image Analysis

Anubha Gupta

Shiv Gehlot

Shubham Goswami

Sachin Motwani

Ritu Gupta

...

2023/1/1

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

Moein Heidari

Amirhossein Kazerouni

Milad Soltany

Reza Azad

Ehsan Khodapanah Aghdam

...

2023

DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation

MICCAI 2023 workshop

Reza Azad

René Arimond

Ehsan Khodapanah Aghdam

Amirhosein Kazerouni

Dorit Merhof

2022/12/27

SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities

MIDL 2022

Reza Azad

Nika Khosravi

Dorit Merhof

2022/4/6

Medical Image Segmentation Review: The success of U-Net

arXiv preprint arXiv:2211.14830

Reza Azad

Ehsan Khodapanah Aghdam

Amelie Rauland

Yiwei Jia

Atlas Haddadi Avval

...

2022/11/27

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

Reza Azad

Moein Heidari

Julien Cohen-Adad

Ehsan Adeli

Dorit Merhof

2022/9/16

Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation

ISBI 2023

Ehsan Khodapanah Aghdam

Reza Azad

Maral Zarvani

Dorit Merhof

2022/10/30

Medical Image Segmentation on MRI Images with Missing Modalities: A Review

Reza Azad

Nika Khosravi

Mohammad Dehghanmanshadi

Julien Cohen-Adad

Dorit Merhof

2022/3/11

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

Reza Azad

Moein Heidari

Moein Shariatnia

Ehsan Khodapanah Aghdam

Sanaz Karimijafarbigloo

...

2022/9/16

See List of Professors in reza azad University(Sharif University of Technology)

Co-Authors

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