Automatic detection of abnormalities in mammograms. - Zobia Suhail; Mansoor Sarwar; Kashif Murtaza (BMC Medical Imaging, 2015)

Investigating the Effect of Various Augmentations on the Input Data Fed to a Convolutional Neural Network for the Task of Mammographic Mass Classification. - Azam Hamidinekoo; Zobia Suhail; Talha Qaiser; Reyer Zwiggelaar (MIUA, 2017)

A Texton-Based Approach for the Classification of Benign and Malignant Masses in Mammograms. - Zobia Suhail; Azam Hamidinekoo; Erika R. E. Denton; Reyer Zwiggelaar (MIUA, 2017)

Distributed Rough Set Based Feature Selection Approach to Analyse Deep and Hand-crafted Features for Mammography Mass Classification. - Azam Hamidinekoo; Zaineb Chelly Dagdia; Zobia Suhail; Reyer Zwiggelaar (IEEE BigData, 2018)

Comparing the performance of various deep networks for binary classification of breast tumours. - Azam Hamidinekoo; Zobia Suhail; Erika R. E. Denton; Reyer Zwiggelaar (IWBI, 2018)

Multi-scale morphological feature extraction for the classification of micro-calcifications. - Zobia Suhail; Erika R. E. Denton; Reyer Zwiggelaar (IWBI, 2018)

Bag of visual words based approach for the classification of benign and malignant masses in mammograms using voting-based feature encoding. - Zobia Suhail; Arif Mahmood; Erika R. E. Denton; Reyer Zwiggelaar (IWBI, 2018)

A Voting-Based Encoding Technique for the Classification of Gleason Score for Prostate Cancers. - Zobia Suhail; Arif Mahmood; Liping Wang 003; Paul N. Malcolm; Reyer Zwiggelaar (MIUA, 2018)

Mammographic mass classification using filter response patches. - Zobia Suhail; Azam Hamidinekoo; Reyer Zwiggelaar (IET Comput. Vis., 2018)

Classification of micro-calcification in mammograms using scalable linear Fisher discriminant analysis. - Zobia Suhail; Erika R. E. Denton; Reyer Zwiggelaar (Medical Biol. Eng. Comput., 2018)

Tree-based modelling for the classification of mammographic benign and malignant micro-calcification clusters. - Zobia Suhail; Erika R. E. Denton; Reyer Zwiggelaar (Multim. Tools Appl., 2018)

Multi-scale Tree-Based Topological Modelling and Classification of Micro-calcifications. - Zobia Suhail; Reyer Zwiggelaar (MIUA, 2019)

Detection and classification of mammographic abnormalities. - Zobia Suhail (2019)

Knee Osteoarthritis Detection and Classification Using X-Rays. - Tayyab Bin Tariq; Zobia Suhail; Zubair Nawaz (IEEE Access, 2023)

SkinSight: advancing deep learning for skin cancer diagnosis and classification. - Nazish Ashfaq; Zobia Suhail; Adnan Khalid; Nadeem Sarwar; Asma Irshad; Orhan Yaman; Abeer Alubaidi; Fatma M. Ahmed; Faris A. Almalki (Discov. Comput., 2025)