Investigation of 3D and 4D Feature Extraction from Echocardiography Images Using Local Phase Based Method. - Ruqayya Awan; Kashif Rajpoot (FIT, 2014)

Spatial and spatio-temporal feature extraction from 4D echocardiography images. - Ruqayya Awan; Kashif Rajpoot (Comput. Biol. Medicine, 2015)

How divided is a cell? Eigenphase nuclei for classification of mitotic phase in cancer histology images. - Ruqayya Awan; Nada A. Aloraidi; Uvais Qidwai; Nasir M. Rajpoot (BHI, 2016)

Context-Aware Learning Using Transferable Features for Classification of Breast Cancer Histology Images. - Ruqayya Awan; Navid Alemi Koohbanani; Muhammad Shaban; Anna Lisowska; Nasir M. Rajpoot (ICIAR, 2018)

Deep Autoencoder Features for Registration of Histology Images. - Ruqayya Awan; Nasir M. Rajpoot (MIUA, 2018)

Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images. - Muhammad Shaban; Ruqayya Awan; Muhammad Moazam Fraz; Ayesha Azam; David R. J. Snead; Nasir M. Rajpoot (CoRR, 2019)

Glandular structure-guided classification of microscopic colorectal images using deep learning. - Ruqayya Awan; Somaya Al-Máadeed; Rafif Al-Saady; Ahmed Bouridane (Comput. Electr. Eng., 2020)

Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images. - Muhammad Shaban; Ruqayya Awan; Muhammad Moazam Fraz; Ayesha Azam; Yee-Wah Tsang; David R. J. Snead; Nasir M. Rajpoot (IEEE Trans. Medical Imaging, 2020)

Deep Learning based Prediction of MSI in Colorectal Cancer via Prediction of the Status of MMR Markers. - Ruqayya Awan; Mohammed Nimir; Shan E Ahmed Raza; Johannes Lotz 002; David R. J. Snead; Andrew Robison; Nasir M. Rajpoot (CoRR, 2022)

Deep learning based frameworks for patient selection. - Ruqayya Awan (2022)

Mimicking a Pathologist: Dual Attention Model for Scoring of Gigapixel Histology Images. - Manahil Raza; Ruqayya Awan; Raja Muhammad Saad Bashir; Talha Qaiser; Nasir M. Rajpoot (CoRR, 2023)

Deep feature based cross-slide registration. - Ruqayya Awan; Shan E Ahmed Raza; Johannes Lotz 002; Nick Weiss; Nasir M. Rajpoot (Comput. Medical Imaging Graph., 2023)

Dual attention model with reinforcement learning for classification of histology whole-slide images. - Manahil Raza; Ruqayya Awan; Raja Muhammad Saad Bashir; Talha Qaiser; Nasir M. Rajpoot (Comput. Medical Imaging Graph., 2024)

From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review. - Behnaz Elhaminia; Abdullah Alsalemi; Esha Nasir; Mostafa Jahanifar; Ruqayya Awan; Lawrence Young; Nasir M. Rajpoot; Fayyaz Minhas; Shan E Ahmed Raza (CoRR, 2025)