Ruqayya Awan

According to our database, Ruqayya Awan authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

2023

Deep feature based cross-slide registration.

Ruqayya Awan, Shan E Ahmed Raza, Johannes Lotz, Nick Weiss, Nasir M. Rajpoot

Comput. Medical Imaging Graph., March, 2023

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

2022

Deep learning based frameworks for patient selection.

Ruqayya Awan

PhD thesis, 2022

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, David R. J. Snead, Andrew Robison, Nasir M. Rajpoot

CoRR, 2022

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

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

2019

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

2018

Deep Autoencoder Features for Registration of Histology Images.

Ruqayya Awan, Nasir M. Rajpoot

Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

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

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2016

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

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015

Spatial and spatio-temporal feature extraction from 4D echocardiography images.

Ruqayya Awan, Kashif Rajpoot

Comput. Biol. Medicine, 2015

2014

Investigation of 3D and 4D Feature Extraction from Echocardiography Images Using Local Phase Based Method.

Ruqayya Awan, Kashif Rajpoot

Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014