Developing an Empirical Robotic Framework to Establish Bidirectional Eye Contact. - Shayla Sharmin; Mohammed Moshiul Hoque (ICO, 2019)

Development of Duplex Eye Contact Framework for Human-Robot Inter Communication. - Shayla Sharmin; Mohammed Moshiul Hoque; S. M. Riazul Islam; Md. Fazlul Kader; Iqbal H. Sarker (IEEE Access, 2021)

Towards Anatomy Education with Generative AI-based Virtual Assistants in Immersive Virtual Reality Environments. - Vuthea Chheang; Rommy Marquez-Hernández; Megha Patel; Danush Rajasekaran; Shayla Sharmin; Gavin Caulfield; Behdokht Kiafar; Jicheng Li; Roghayeh Leila Barmaki (CoRR, 2023)

Insights into Cognitive Engagement: Comparing the Effectiveness of Game-Based and Video-Based Learning. - Shayla Sharmin; Arpan Bhattacharjee; Rifat Sadik; Priyanka Raju Patre; Reza Koiler; Nancy Getchell; Roghayeh Leila Barmaki (CoRR, 2023)

Towards Anatomy Education with Generative AI-based Virtual Assistants in Immersive Virtual Reality Environments. - Vuthea Chheang; Shayla Sharmin; Rommy Marquez-Hernández; Megha Patel; Danush Rajasekaran; Gavin Caulfield; Behdokht Kiafar; Jicheng Li; Pinar Kullu; Roghayeh Leila Barmaki (AIxVR, 2024)

Cognitive Engagement for STEM+C Education: Investigating Serious Game Impact on Graph Structure Learning with fNIRS. - Shayla Sharmin; Reza Koiler; Rifat Sadik; Arpan Bhattacharjee; Priyanka Raju Patre; Pinar Kullu; Charles Hohensee; Nancy Getchell; Roghayeh Leila Barmaki (AIxVR, 2024)

Hierarchical Explainable Network for Investigating Depression From Multilingual Textual Data. - Salma Akter Asma; Nazneen Akhter; Shayla Sharmin; Md. Sazzadur Rahman; A. S. M. Sanwar Hosen; Oh-Sung Lee; In-Ho Ra (IEEE Access, 2024)

Enhancing Early Breast Cancer Detection Through Advanced Data Analysis. - Md. Atiqur Rahman; Mohamed Hamada 001; Shayla Sharmin; Tanzina Afroz Rimi; Atia Sanjida Talukder; Nafees Imran; Khadijatul Kobra; Md Ridwan Ahmed; Md Rabbi; Md. Mafiul Hasan Matin; M. Ameer Ali (IEEE Access, 2024)

fNIRS Analysis of Interaction Techniques in Touchscreen-Based Educational Gaming. - Shayla Sharmin; Elham Bakhshipour; Behdokht Kiafar; Mohammad Fahim Abrar; Pinar Kullu; Nancy Getchell; Roghayeh Leila Barmaki (CoRR, 2024)

Analyzing Nursing Assistant Attitudes Towards Empathic Geriatric Caregiving Using Quantitative Ethnography. - Behdokht Kiafar; Salam Daher; Shayla Sharmin; Asif Ahmmed; Ladda Thiamwong; Roghayeh Leila Barmaki (CoRR, 2024)

A Scoping Review of Functional Near-Infrared Spectroscopy (fNIRS) Applications in Game-Based Learning Environments. - Shayla Sharmin; Roghayeh Leila Barmaki (CoRR, 2024)

From Complexity to Simplicity: Using Python Instead of PsychoPy for fNIRS Data Collection. - Shayla Sharmin; Md Fahim Abrar; Roghayeh Leila Barmaki (CoRR, 2024)

Feasibility of Immersive Virtual Reality and Customized Robotics with Wearable Sensors for Upper Extremity Training. - Behdokht Kiafar; Pinar Kullu; Rakshith Lokesh; Amit Chaudhari; Qile Wang; Shayla Sharmin; Sagar M. Doshi; Elham Bakhshipour; Erik T. Thostenson; Joshua G. A. Cashaback; Roghayeh Leila Barmaki (CHIL, 2025)

Improving Sleep Disorder Diagnosis Through Optimized Machine Learning Approaches. - Md. Atiqur Rahman; Israt Jahan; Maheen Islam; Taskeed Jabid; Md. Sawkat Ali; Mohammad Rifat Ahmmad Rashid; Mohammad Manzurul Islam; Md. Hasanul Ferdaus; Mostofa Kamal Rasel; Mahmuda Rawnak Jahan; Shayla Sharmin; Tanzina Afroz Rimi; et al. (IEEE Access, 2025)

Hybrid Deep Learning Model to Estimate Cognitive Effort from fNIRS Signals in Educational Game Playing. - Shayla Sharmin; Roghayeh Leila Barmaki (CoRR, 2025)

Beyond Load: Understanding Cognitive Effort through Neural Efficiency and Involvement using fNIRS and Machine Learning. - Shayla Sharmin; Roghayeh Leila Barmaki (CoRR, 2025)