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Bahram Parvin

Professor, Electrical and Biomedical Engineering

Open to new collaborations

Research interests

His lab investigates therapeutic strategies aimed at reprogramming the tumor microenvironment. In parallel, Dr. Parvin’s lab develops machine learning technologies for bioimaging, high-throughput drug screening, and immune architype characterization.

Recent publications

The ten most recent from their Google Scholar profile, newest first.

  1. MACA-Net: Multi-aperture curvature aware network for instance-nuclei segmentation

    S Shabani, SA Mohammed, M Sohaib, B Parvin. Biomedical Signal Processing and Control 112, 108711 , 2026. 2026

    2 citations

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

    S Shabani, M Sohaib, SA Mohamed, B Parvin. 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 1-5 , 2025. 2025

    4 citations

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

    M Sohaib, S Shabani, SA Mohammed, G Winkelmaier, B Parvin. WACV, 4352-4361 , 2025. 2025

    4 citations

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

    S Shabani, S Mohammed, B Parvin. Proceedings of the Computer Vision and Pattern Recognition Conference, 4699-4708 , 2025. 2025

    3 citations

  5. Plasma proteomic analysis reveals complement system changes in irradiated female BALB/c mice during mammary carcinogenesis

    T Akbarzadeh, L Ma, J Lee, J Moore, W Chou, S Shabani, CM Furdui, .... Cancer Research Communications 5 (8), 1409-1418 , 2025. 2025

    2 citations

  6. Multi-Aperture Fusion of Transformer-Convolutional Networks With Curvature-Aware Loss Function Enhances 3D Segmentation of Clinical and Microscopy Images

    S Shabani, SA Mohammed, M Sohaib, B Parvin. IEEE journal of biomedical and health informatics 29 (12), 8591-8598 , 2025. 2025

    2 citations

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

    SA Mohammed, S Shabani, M Sohaib, C Nicolescu, M Helen, B Parvin. 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 1-5 , 2025. 2025

    2 citations

  8. Robust analysis of the tumor spectrum in a preclinical model of breast cancer reveals stable subtypes with distinct growth patterns

    SA Mohammed, S Shabani, M Sohaib, C Nicolescu, G Winkelmaier, .... Computer Methods and Programs in Biomedicine, 109135 , 2025. 2025

  9. 3D-Organoid-SwinNet: High-content profiling of 3D organoids

    M Sohaib, S Shabani, SA Mohammed, B Parvin. IEEE Journal of Biomedical and Health Informatics 29 (2), 792-798 , 2024. 2024

    12 citations

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

    S Shabani, M Sohaib, SA Mohammed, B Parvin. arXiv preprint arXiv:2406.17080 , 2024. 2024

    7 citations

All publications on Google Scholar