DNA key based visual chaotic image encryption. - Jan Sher Khan; Jawad Ahmad 001; Saygin Siddiq Ahmed; Hafza Ayesha Siddiqa; Saadullah Farooq Abbasi; Sema Koç Kayhan (J. Intell. Fuzzy Syst., 2019)

EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network. - Saadullah Farooq Abbasi; Jawad Ahmad 001; Ahsen Tahir; Muhammad Awais 008; Chen Chen 039; Muhammad Irfan 008; Hafza Ayesha Siddiqa; Abu Bakar Waqas; Xi Long; Bin Yin; Saeed Akbarzadeh; Chunmei Lu; et al. (IEEE Access, 2020)

Dynamic S-Box and PWLCM-Based Robust Watermarking Scheme. - Jan Sher Khan; Sema Koç Kayhan; Saygin Siddiq Ahmed; Jawad Ahmad 001; Hafza Ayesha Siddiqa; Fawad Ahmed; Baraq Ghaleb; Ahmed Al-Dubai 001 (Wirel. Pers. Commun., 2022)

Edge Based Skin Cancer Decision Support System Using Machine Learning Algorithms. - Anum Nawaz; Muhammad Irfan 008; Hafza Ayesha Siddiqa; Tomi Westerlund (DASC/PiCom/CBDCom/CyberSciTech, 2023)

An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. - Muhammad Irfan 008; Hafza Ayesha Siddiqa; Abdelwahed Nahli; Chen Chen 039; Yan Xu; Laishuan Wang; Anum Nawaz; Abdulhamit Subasi; Tomi Westerlund; Wei Chen 015 (IEEE Access, 2024)

Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging. - Hafza Ayesha Siddiqa; Zhenning Tang; Yan Xu; Laishuan Wang; Muhammad Irfan 008; Saadullah Farooq Abbasi; Anum Nawaz; Chen Chen 039; Wei Chen 015 (IEEE Access, 2024)

EEG electrode setup optimization using feature extraction techniques for neonatal sleep state classification. - Hafza Ayesha Siddiqa; Muhammad Farrukh Qureshi; Arsalan Khurshid; Yan Xu; Laishuan Wang; Saadullah Farooq Abbasi; Chen Chen 039; Wei Chen 015 (Frontiers Comput. Neurosci., 2025)