Reza Azad

PhD student, Electrical Engineering, RWTH Aachen, Rheinisch Westfälische Technische Hochschule Aachen

Joined

July 2020

Names

Reza Azad (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

PhD student

Electrical Engineering, RWTH Aachen, Rheinisch Westfälische Technische Hochschule Aachen (informatik.rwth-aachen.de)

2020 – Present

Msc

computer engineering, Sharif University of Technology (sharif.edu)

2015 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Dorit Merhof

2020 – 2024

Expertise

Medical image processing

2016 – 2024

video proessing

2016 – 2024

Publications

Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
Reza Azad, Amirhossein Kazerouni, Babak AminAzad, Ehsan Khodapanah Aghdam, Yuri Velichko, Ulas Bagci, Dorit Merhof
- MICCAI 2023 Psoter
- Readers: Everyone
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yuri Velichko, Ulas Bagci, Dorit Merhof
- ISBI 2024
- Readers: Everyone
Advances in medical image analysis with vision transformers: a comprehensive review
Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
- Medical Image Analysis
- Readers: Everyone
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yuri Velichko, Ulas Bagci, Dorit Merhof
- WACV 2024 Poster
- Readers: Everyone
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
- WACV 2024 Poster
- Readers: Everyone
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rouven Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus Maier-Hein, Paul F Jaeger, Yiwen Ye, Yutong Xie et al. (33 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Reducing Uncertainty in 3D Medical Image Segmentation under Limited Annotations through Contrastive Learning
Sanaz Jarimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
- MIDL 2024 Poster
- Readers: Everyone
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights
Moein Heidari, Reza Azad, Sina Ghorbani Kolahi, René Arimond, Leon Niggemeier, Alaa Sulaiman, Afshin Bozorgpour, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Ilker Hacihaliloglu, Dorit Merhof
- CoRR 2024
- Readers: Everyone
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
- WACV 2024
- Readers: Everyone
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation
Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof
- CoRR 2024
- Readers: Everyone

View all 75 publications

Co-Authors

View all 132 co-authors