Multivariate Multi-step Deep Learning Time Series Approach in Forecasting Parkinson's Disease Future Severity Progression. - Nur Hafieza Ismail; Mengnan Du; Diego Martinez; Zhe He 001 (BCB, 2019)

Identification of Cancer Survivors Living with PTSD on Social Media. - Nur Hafieza Ismail; Ninghao Liu; Mengnan Du; Zhe He 001; Xia Hu 001 (MedInfo, 2019)

Using Deep Neural Network to Identify Cancer Survivors Living with Post-Traumatic Stress Disorder on Social Media. - Nur Hafieza Ismail; Ninghao Liu; Mengnan Du; Zhe He 001; Xia Hu 001 (SEPDA@ISWC, 2019)

A deep learning approach for identifying cancer survivors living with post-traumatic stress disorder on Twitter. - Nur Hafieza Ismail; Ninghao Liu; Mengnan Du; Zhe He 001; Xia Hu 001 (BMC Medical Informatics Decis. Mak., 2020)

Identifying PTSD Symptoms Using Machine Learning Techniques on Social Media. - Muhamad Aiman Ibrahim; Nur Hafieza Ismail; Nur Shazwani Kamarudin; Nur Syafiqah Mohd Nafis; Ahmad Fakhri Ab. Nasir (ICSECS, 2023)

Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques. - Shi Ru Lim; Nur Shazwani Kamarudin; Nur Hafieza Ismail; Nik Ahmad Hisham Ismail; Nor Ashikin Mohamad Kamal (ICSECS, 2023)

Understanding Mental Health Content on Social Media and Its Effect Towards Suicidal Ideation. - Mohaiminul Islam Bhuiyan; Nur Shazwani Kamarudin; Nur Hafieza Ismail (CoRR, 2025)

Enhanced Suicidal Ideation Detection from Social Media Using a CNN-BiLSTM Hybrid Model. - Mohaiminul Islam Bhuiyan; Nur Shazwani Kamarudin; Nur Hafieza Ismail (CoRR, 2025)