Publications by authors named "Siyavash Shabani"

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Robust analysis of the tumor spectrum in a preclinical model of breast cancer reveals stable subtypes with distinct growth patterns.
Sahar A Mohammed, Siyavash Shabani, Muhammad Sohaib, Corina Nicolescu, Garrett Winkelmaier

Comput Methods Programs Biomed· February 2026

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Multi-Aperture Fusion of Transformer-Convolutional Networks With Curvature-Aware Loss Function Enhances 3D Segmentation of Clinical and Microscopy Images.
Siyavash Shabani, Sahar A Mohammed, Muhammad Sohaib, Bahram Parvin

IEEE J Biomed Health Inform· December 2025

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Plasma Proteomic Analysis Reveals Complement System Changes in Irradiated Female BALB/c Mice during Mammary Carcinogenesis.
Tina Akbarzadeh, Lin Ma, Jingyun Lee, Jade Moore, William Chou, Siyavash Shabani

Cancer Res Commun· August 2025

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Multi-Aperture Transformers for 3D (MAT3D) Segmentation of Clinical and Microscopic Images.
Muhammad Sohaib, Siyavash Shabani, Sahar A Mohammed, Garrett Winkelmaier, Bahram Parvin

IEEE Winter Conf Appl Comput Vis· April 2025

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COUPLED SWIN TRANSFORMERS AND MULTI-APERTURES NETWORK(CSTA-NET) IMPROVES MEDICAL IMAGE SEGMENTATION.
Siyavash Shabani, Muhammad Sohaib, Sahar A Mohamed, Bahram Parvin

Proc IEEE Int Symp Biomed Imaging· April 2025

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3D-Organoid-SwinNet: High-Content Profiling of 3D Organoids.
Muhammad Sohaib, Siyavash Shabani, Sahar A Mohammed, Bahram Parvin

IEEE J Biomed Health Inform· February 2025

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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 Med· October 2022

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The impact of recency and adequacy of historical information on sepsis predictions using machine learning.
Manaf Zargoush, Alireza Sameh, Mahdi Javadi, Siyavash Shabani, Somayeh Ghazalbash

Sci Rep· October 2021

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