Muhammad Shaban
Muhammad Shaban
University of the Warwick
Verified email at warwick.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
7812017
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
312019
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
242019
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
162018
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
132018
Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images
A Agarwalla, M Shaban, NM Rajpoot
arXiv preprint arXiv:1707.08814, 2017
122017
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
102019
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 International Conference on Computer Vision …, 2019
82019
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
62018
Multi-person Head Segmentation in Low Resolution Crowd Scenes Using Convolutional Encoder-Decoder Framework
M Shaban, A Mahmood, S Al-maadeed, N Rajpoot
62017
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
32019
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, 2020
22020
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
22019
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
22018
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
12018
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
12018
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
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
2020
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
2016
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Articles 1–19