2 citations · 3 across the 5 of their papers we have counts for
6 papers
Leveraging Social Media Data for COVID-19 Studies
Nur Hafieza Ismail, Nur Shazwani Kamarudin, Nurol Husna Che Rose
Nowadays, social media networks have become widely preferred sources of information. Especially during the time of the Coronavirus disease 2019 COVID 19 pandemic, social media has…
A Review: PTSD in Pre-Existing Medical Condition on Social Media
Zaber Al Hassan Ayon, Nur Hafieza Ismail, Nur Shazwani Kamarudin
Post-Traumatic Stress Disorder (PTSD) is a multifaceted mental health condition, particularly challenging for individuals with pre-existing medical conditions. This review critical…
Heart Disease Prediction using Case Based Reasoning (CBR)
Mohaiminul Islam Bhuiyan, Chan Hue Wah, Nur Shazwani Kamarudin +2
This study provides an overview of heart disease prediction using an intelligent system. Predicting disease accurately is crucial in the medical field, but traditional methods rely…
Detecting Suicidal Ideation in Text with Interpretable Deep Learning: A CNN-BiGRU with Attention Mechanism
Mohaiminul Islam Bhuiyan, Nur Shazwani Kamarudin, Nur Hafieza Ismail
Worldwide, suicide is the second leading cause of death for adolescents with past suicide attempts to be an important predictor for increased future suicides. While some people wit…
Understanding Mental Health Content on Social Media and Its Effect Towards Suicidal Ideation
Mohaiminul Islam Bhuiyan, Nur Shazwani Kamarudin, Nur Hafieza Ismail
This review underscores the critical need for effective strategies to identify and support individuals with suicidal ideation, exploiting technological innovations in ML and DL to…
Enhanced Suicidal Ideation Detection from Social Media Using a CNN-BiLSTM Hybrid Model
Mohaiminul Islam Bhuiyan, Nur Shazwani Kamarudin, Nur Hafieza Ismail
Suicidal ideation detection is crucial for preventing suicides, a leading cause of death worldwide. Many individuals express suicidal thoughts on social media, offering a vital opp…