Ruqayya Awan
Ruqayya Awan
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Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer
BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ...
Jama 318 (22), 2199-2210, 2017
Glandular morphometrics for objective grading of colorectal adenocarcinoma histology images
R Awan, K Sirinukunwattana, D Epstein, S Jefferyes, U Qidwai, Z Aftab, ...
Scientific reports 7 (1), 1-12, 2017
Context-aware convolutional neural network for grading of colorectal cancer histology images
M Shaban, R Awan, MM Fraz, A Azam, YW Tsang, D Snead, NM Rajpoot
IEEE transactions on medical imaging 39 (7), 2395-2405, 2020
Context-aware learning using transferable features for classification of breast cancer histology images
R Awan, NA Koohbanani, M Shaban, A Lisowska, N Rajpoot
International conference image analysis and recognition, 788-795, 2018
Using spectral imaging for the analysis of abnormalities for colorectal cancer: When is it helpful?
R Awan, S Al-Maadeed, R Al-Saady
PLoS One 13 (6), e0197431, 2018
Spatial and spatio-temporal feature extraction from 4D echocardiography images
R Awan, K Rajpoot
Computers in biology and medicine 64, 138-147, 2015
Deep autoencoder features for registration of histology images
R Awan, N Rajpoot
Annual Conference on Medical Image Understanding and Analysis, 371-378, 2018
How divided is a cell? Eigenphase nuclei for classification of mitotic phase in cancer histology images
R Awan, N Aloraidi, U Qidwai, N Rajpoot
2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016
Glandular structure-guided classification of microscopic colorectal images using deep learning
R Awan, S Al-Maadeed, R Al-Saady, A Bouridane
Computers & Electrical Engineering 85, 106450, 2020
Deep learning based digital cell profiles for risk stratification of urine cytology images
R Awan, K Benes, A Azam, TH Song, M Shaban, C Verrill, YW Tsang, ...
Cytometry Part A, 2021
Investigation of 3D and 4D feature extraction from echocardiography images using local phase based method
R Awan, K Rajpoot
2014 12th International Conference on Frontiers of Information Technology …, 2014
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