Siyavash Shabani

According to our database, Siyavash Shabani authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

3D-Organoid-SwinNet: High-Content Profiling of 3D Organoids.

Muhammad Sohaib, Siyavash Shabani, Sahar A. Mohammed, Bahram Parvin

IEEE J. Biomed. Health Informatics, February, 2025

Multi-Aperture Transformers for 3D (MAT3D) Segmentation of Clinical and Microscopic Images.

Muhammad Sohaib, Siyavash Shabani, Sahar A. Mohammed, Garrett Winkelmaier, Bahram Parvin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Coupled Swin Transformers and Multi-Apertures Network(CSTA-NET) Improves Medical Image Segmentation.

Siyavash Shabani, Muhammad Sohaib, Sahar A. Mohammed, Bahram Parvin

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Logsage: Log-Based Saliency for Guided Encoding in Robust Nuclei Segmentation of Immunofluorescence Histology Images.

Sahar A. Mohammed, Siyavash Shabani, Muhammad Sohaib, Corina Nicolescu, Mary Helen Barcellos-Hoff, Bahram Parvin

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

A Novel 3D Decoder with Weighted and Learnable Triple Attention for 3D Microscopy Image Segmentation.

Siyavash Shabani, Sahar A. Mohammed, Bahram Parvin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization.

Siyavash Shabani, Muhammad Sohaib, Sahar A. Mohammed, Bahram Parvin

CoRR, 2024

2022

Self-supervised region-aware segmentation of COVID-19 CT images using 3D GAN and contrastive learning.

Siyavash Shabani, Morteza Homayounfar, Varut Vardhanabhuti, Mohammad-Ali Nikouei Mahani, Mohamad Koohi-Moghadam

Comput. Biol. Medicine, 2022