Publications

Overview

My research has garnered 22 reads and 1 citation across 2 publications, as tracked on Google Scholar.

Journal Publications

  1. Mahdi Morsali, Aboozar Ghaffari, "Enhanced Residual Attention-Based Subject-Specific Network (ErAS-Net): Comprehensive Facial Expression-Based Pain Classification with Multiple Attention Mechanisms", Scientific Reports Nature, 15(1), 19425, 2025. [1 Citation]

    This study addresses the challenge of variability in facial pain expressions using ErAS-Net, a deep learning model with multiple attention mechanisms to improve pain detection accuracy across diverse subjects.

    Figure illustrating ErAS-Net model for pain detection
    ErAS-Net Paper
  2. Mahdi Morsali, Aboozar Ghaffari, “Two-Stage Attention-Based Framework for Pain Detection through Advanced Facial Expression Analysis”, 2024. [In Prep].

Conference Publications

  1. Mahdi Morsali, Aboozar Ghaffari, "MuReB-Net: Advanced Residual Network with Modified Residual Blocks for Automatic Pain Level Classification", 2024 31st National and 9th International Iranian Conference on Biomedical Engineering (ICBME), Iran, 2024. [0 Citations]

    This paper proposes MuReB-Net, an advanced residual network designed to enhance automated pain level classification through facial expression analysis, addressing challenges in consistent pain monitoring.

    Figure illustrating MuReB-Net model for pain classification
    MuReB-Net Paper

Conferences Attended

Video: Demonstration of MuReB-Net for automatic pain level classification.