| 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 | 1754 | 2017 |
| 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, 53, 2019 | 116 | 2019 |
| 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 | 103 | 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 | 71 | 2019 |
| 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 | 60 | 2020 |
| 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 | 59 | 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 | 44 | 2018 |
| 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 | 34 | 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 | 31 | 2020 |
| 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 32 (14), 9915-9928, 2020 | 20 | 2020 |
| Artificial Intelligence-based methods in head and neck cancer diagnosis: an overview H Mahmood, M Shaban, N Rajpoot, SA Khurram British Journal of Cancer, 1-7, 2021 | 16 | 2021 |
| Representation-Aggregation Networks for Segmentation of Multi-Gigapixel Histology Images A Agarwalla, M Shaban, NM Rajpoot arXiv preprint arXiv:1707.08814, 2017 | 16 | 2017 |
| 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 | 14 | 2018 |
| 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 | 10 | 2020 |
| Multi-person Head Segmentation in Low Resolution Crowd Scenes Using Convolutional Encoder-Decoder Framework M Shaban, A Mahmood, S Al-maadeed, N Rajpoot | 9 | 2017 |
| 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 | 8 | 2018 |
| 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 | 6 | 2019 |
| A digital score of tumour-associated stroma infiltrating lymphocytes predicts survival in head and neck squamous cell carcinoma M Shaban, SEA Raza, M Hassan, A Jamshed, S Mushtaq, A Loya, N Batis, ... The Journal of pathology, 2021 | 5 | 2021 |
| Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction Using Patch-Based Graph Convolutional Networks RJ Chen, MY Lu, M Shaban, C Chen, TY Chen, DFK Williamson, ... International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 5 | 2021 |
| Pan-cancer integrative histology-genomic analysis via interpretable multimodal deep learning RJ Chen, MY Lu, DFK Williamson, TY Chen, J Lipkova, M Shaban, ... arXiv preprint arXiv:2108.02278, 2021 | 4 | 2021 |
Nasir M. RajpootDirector, Tissue Image Analytics (TIA) Centre, University of WarwickVerified email at warwick.ac.uk
