Publications

Journal Articles and Conference Proceedings

Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation

Riyad Bin Rafiq, Weishi Shi, Mark V. Albert
IJCAI 2024, the 33rd International Joint Conference on Artificial Intelligence

Paper Code

An LSTM-based Gesture-to-Speech Recognition System

Riyad Bin Rafiq, Syed Araib Karim, Mark V. Albert
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI)

Paper Demo

Feasibility of PROMIS using computerized adaptive testing during inpatient rehabilitation

Riyad Bin Rafiq, Susan Yount, Sara Jerousek, Elliot J. Roth, David Cella, Mark V. Albert, Allen W. Heinemann
Journal of Patient-Reported Outcomes

Paper

OptiFit: Computer-Vision-Based Smartphone Application to Measure the Foot from Images and 3D Scans

Riyad Bin Rafiq, Kazi Miftahul Hoque, Muhammad Ashad Kabir, Sayed Ahmed, Craig Laird
Sensors

Paper

Real-time Vision-based Bangla Sign Language Detection using Convolutional Neural Network

Riyad Bin Rafiq, S M Azizul Hakim, Thasina Tabashum
2021 International Conference on Advances in Computing and Communications (ICACC)

Paper Code Demo

Validation Methods to Promote Real-world Applicability of Machine Learning in Medicine

Riyad Bin Rafiq, Francois Modave, Shion Guha, Mark V. Albert
2020 3rd International Conference on Digital Medicine and Image Processing

Paper

Book Chapter

Transfer Learning: Leveraging Trained Models on Novel Tasks

Riyad Bin Rafiq & Mark V. Albert
Bridging Human Intelligence and Artificial Intelligence, Feb. 2022

Chapter

Research Poster

A Gesture-to-Speech Recognition Mobile Application Prototype

Riyad Bin Rafiq, Syed Araib Karim, Annie Liu, Mark V. Albert
Archives of Physical Medicine and Rehabilitation, Oct. 2021

Publication Poster Presentation