|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
|Micro-Net: A unified model for segmentation of various objects in microscopy images|
SEA Raza, L Cheung, M Shaban, S Graham, D Epstein, S Pelengaris, ...
Medical image analysis 52, 160-173, 2019
|Methods for segmentation and classification of digital microscopy tissue images|
QD Vu, S Graham, T Kurc, MNN To, M Shaban, T Qaiser, NA Koohbanani, ...
Frontiers in bioengineering and biotechnology 7, 53, 2019
|A Novel Digital Score for Abundance of Tumour Infiltrating Lymphocytes Predicts Disease Free Survival in Oral Squamous Cell Carcinoma|
M Shaban, SA Khurram, MM Fraz, N Alsubaie, I Masood, S Mushtaq, ...
Scientific Reports 9 (1), 1-13, 2019
|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
|Cgc-net: Cell graph convolutional network for grading of colorectal cancer histology images|
Y Zhou, S Graham, N Alemi Koohbanani, M Shaban, PA Heng, N Rajpoot
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
|Classification of lung cancer histology images using patch-level summary statistics|
S Graham, M Shaban, T Qaiser, NA Koohbanani, SA Khurram, N Rajpoot
Medical Imaging 2018: Digital Pathology 10581, 1058119, 2018
|Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images|
A Agarwalla, M Shaban, NM Rajpoot
arXiv preprint arXiv:1707.08814, 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
|Multi-person Head Segmentation in Low Resolution Crowd Scenes Using Convolutional Encoder-Decoder Framework|
M Shaban, A Mahmood, S Al-maadeed, N Rajpoot
|A Multi-resolution Deep Learning Framework for Lung Adenocarcinoma Growth Pattern Classification|
N Alsubaie, M Shaban, D Snead, A Khurram, N Rajpoot
Annual Conference on Medical Image Understanding and Analysis, 3-11, 2018
|FABnet: feature attention-based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer|
MM Fraz, SA Khurram, S Graham, M Shaban, M Hassan, A Loya, ...
Neural Computing and Applications, 1-14, 2019
|An information fusion framework for person localization via body pose in spectator crowds|
M Shaban, A Mahmood, SA Al-Maadeed, N Rajpoot
Information Fusion 51, 178-188, 2019
|Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images|
MM Fraz, M Shaban, S Graham, SA Khurram, NM Rajpoot
Computational Pathology and Ophthalmic Medical Image Analysis, 156-164, 2018
|Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review|
H Mahmood, M Shaban, BI Indave, AR Santos-Silva, N Rajpoot, ...
Oral Oncology 110, 104885, 2020
|Automated grade classification of oral epithelial dysplasia using morphometric analysis of histology images|
RMS Bashir, H Mahmood, M Shaban, SEA Raza, MM Fraz, SA Khurram, ...
Medical Imaging 2020: Digital Pathology 11320, 1132011, 2020
|Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images|
NA Koohbanani, T Qaisar, M Shaban, J Gamper, N Rajpoot
Computational Pathology and Ophthalmic Medical Image Analysis, 139-147, 2018
|Prognostic significance of automated score of tumor infiltrating lymphocytes in oral cancer.|
M Shaban, SA Khurram, M Hassan, S Mushtaq, A Loya, N Rajpoot
Journal of Clinical Oncology 36 (15_suppl), e18036-e18036, 2018
|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
|Pose Detection for Partially Occluded Persons in Spectator Crowds|
A Mahmood, M Shaban, H Idrees, NM Rajpoot, M Shah
Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1 …, 2016