Shayla Sharmin

According to our database, Shayla Sharmin authored at least 16 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Beyond Load: Understanding Cognitive Effort through Neural Efficiency and Involvement using fNIRS and Machine Learning.

Shayla Sharmin, Roghayeh Leila Barmaki

CoRR, July, 2025

Hybrid Deep Learning Model to Estimate Cognitive Effort from fNIRS Signals in Educational Game Playing.

Shayla Sharmin, Roghayeh Leila Barmaki

CoRR, April, 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, Atia Sanjida Talukder, Md. Mafiul Hasan Matin, M. Ameer Ali

IEEE Access, 2025

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

Proceedings of the Conference on Health, 2025

2024

From Complexity to Simplicity: Using Python Instead of PsychoPy for fNIRS Data Collection.

Shayla Sharmin, Md Fahim Abrar, 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

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

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

Enhancing Early Breast Cancer Detection Through Advanced Data Analysis.

Md. Atiqur Rahman, Mohamed Hamada, 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

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

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

Proceedings of the 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), 2024

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

Proceedings of the 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), 2024

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, Rommy Marquez-Hernández, Megha Patel, Danush Rajasekaran, Shayla Sharmin, Gavin Caulfield, Behdokht Kiafar, Jicheng Li, Roghayeh Leila Barmaki

CoRR, 2023

2021

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

2019

Developing an Empirical Robotic Framework to Establish Bidirectional Eye Contact.

Shayla Sharmin, Mohammed Moshiul Hoque

ICO, 2019