"Xylotism": A Tablet-Based Application to Teach Music to Children with Autism. - Maryam Tavakol Elahi; Amin Habibnejad Korayem; Azadeh Shariati; Ali Meghdari 001; Minoo Alemi; Ehsan Ahmadi; Alireza Taheri; Rozita Heidari (ICSR, 2017)

PS8-Net: A Deep Convolutional Neural Network to Predict the Eight-State Protein Secondary Structure. - Md. Aminur Rab Ratul; Maryam Tavakol Elahi; Mohammad Hamed Mozaffari; Won-Sook Lee (DICTA, 2020)

RAM-Net: A Residual Attention MobileNet to Detect COVID-19 Cases from Chest X-Ray Images. - Md. Aminur Rab Ratul; Maryam Tavakol Elahi; Kun Yuan; Won-Sook Lee (ICMLA, 2020)

SAttisUNet: UNet-like Swin Transformer with Attentive Skip Connections for Enhanced Medical Image Segmentation. - Maryam Tavakol Elahi; WonSook Lee; Philippe Phan (ICMLA, 2023)

Swef-UNet: Toward an Efficient Pure Transformer-Based Medical Image Segmentation. - Maryam Tavakol Elahi; WonSook Lee; Philippe Phan (ICMLA, 2024)

Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images. - Maryam Tavakol Elahi (CoRR, 2024)