3 papers
Multimodal Attention-based Deep Learning for Emergency Triage with Electronic Health Records
Hazqeel Afyq Athaillah Kamarul Aryffin, Kamarul Aryffin Baharuddin, Mohd Halim Mohd Noor
Accurate emergency triage decision is critical to avoid clinical deterioration, morbidity, and mortality. Machine learning-based triage system involves acquiring the main presentin…
Joint-Embedding Predictive Architecture for Sensor-based Activity Recognition
Mohd Halim Mohd Noor, Abdulrahman M. A. Baraka
Sensor-based human activity recognition (HAR) has achieved significant progressed in fully supervised learning settings. However, these supervised learning models rely on large amo…
Iterative Feature Exclusion Ranking for Deep Tabular Learning
Fathi Said Emhemed Shaninah, AbdulRahman M. A. Baraka, Mohd Halim Mohd Noor
Tabular data is a common format for storing information in rows and columns to represent data entries and their features. Although deep neural networks have become the main approac…