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Shan E Ahmed Raza
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Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images
K Sirinukunwattana, SEA Raza, YW Tsang, DRJ Snead, IA Cree, ...
IEEE Trans Med Imaging 35 (5), 1196-206, 2016
12962016
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images
S Graham, QD Vu, SEA Raza, JT Kwak, N Rajpoot
Medical Image Analysis, 2019
8592019
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, 2018
2302018
Geospatial immune variability illuminates differential evolution of lung adenocarcinoma
K AbdulJabbar, SEA Raza, R Rosenthal, M Jamal-Hanjani, S Veeriah, ...
Nature Medicine, 2020
2292020
Automatic Detection of Diseased Tomato Plants Using Thermal and Stereo Visible Light Images
SEA Raza, G Prince, JP Clarkson, NM Rajpoot
PLoS ONE 10 (4), e0123262, 2015
2142015
Development and validation of a weakly supervised deep learning framework to predict the status of molecular pathways and key mutations in colorectal cancer from routine …
M Bilal, SEA Raza, A Azam, S Graham, M Ilyas, IA Cree, D Snead, ...
The Lancet Digital Health 3 (12), e763-e772, 2021
175*2021
MoNuSAC2020: A multi-organ nuclei segmentation and classification challenge
R Verma, N Kumar, A Patil, NC Kurian, S Rane, S Graham, QD Vu, ...
IEEE Transactions on Medical Imaging 40 (12), 3413-3423, 2021
1172021
Lizard: a large-scale dataset for colonic nuclear instance segmentation and classification
S Graham, M Jahanifar, A Azam, M Nimir, YW Tsang, K Dodd, E Hero, ...
Proceedings of the IEEE/CVF international conference on computer vision, 684-693, 2021
1112021
Stain Deconvolution Using Statistical Analysis of Multi-Resolution Stain Colour Representation
N Alsubaie, N Trahearn, SEA Raza, S David, NM Rajpoot
PLoS ONE 12 (1), e0169875, 2017
792017
Handcrafted features with convolutional neural networks for detection of tumor cells in histology images
MN Kashif, SEA Raza, K Sirinukunwattana, M Arif, N Rajpoot
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1029-1032, 2016
782016
Registration of Thermal and Visible Light Images of Diseased Plants using Silhouette Extraction in the Wavelet Domain
SEA Raza, V Sanchez, G Prince, J Clarkson, NM Rajpoot
Pattern Recognition 48 (7), 2119-2128, 2015
752015
Immune surveillance in clinical regression of pre-invasive squamous cell lung cancer
A Pennycuick, VH Teixeira, K AbdulJabbar, SEA Raza, T Lund, ...
Cancer Discovery, 2020
732020
MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images
SEA Raza, L Cheung, D Epstein, S Pelengaris, M Khan, NM Rajpoot
Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on …, 2017
722017
Intelligent ultra-light deep learning model for multi-class brain tumor detection
SA Qureshi, SEA Raza, L Hussain, AA Malibari, MK Nour, A Rehman, ...
Applied Sciences 12 (8), 3715, 2022
632022
Conic: Colon nuclei identification and counting challenge 2022
S Graham, M Jahanifar, QD Vu, G Hadjigeorghiou, T Leech, D Snead, ...
arXiv preprint arXiv:2111.14485, 2021
632021
Automatic Detection of Regions in Spinach Canopies Responding to Soil Moisture Deficit Using Combined Visible and Thermal Imagery
SEA Raza, HK Smith, GJJ Clarkson, G Taylor, AJ Thompson, J Clarkson, ...
PLoS ONE 9 (6), e97612, 2014
562014
One model is all you need: multi-task learning enables simultaneous histology image segmentation and classification
S Graham, QD Vu, M Jahanifar, SEA Raza, F Minhas, D Snead, N Rajpoot
Medical Image Analysis 83, 102685, 2023
482023
A spatially constrained deep learning framework for detection of epithelial tumor nuclei in cancer histology images
K Sirinukunwattana, SE Ahmed Raza, YW Tsang, D Snead, I Cree, ...
Patch-Based Techniques in Medical Imaging: First International Workshop …, 2015
422015
TIAToolbox as an end-to-end library for advanced tissue image analytics
J Pocock, S Graham, QD Vu, M Jahanifar, S Deshpande, ...
Communications medicine 2 (1), 120, 2022
372022
Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations
N Wahab, IM Miligy, K Dodd, H Sahota, M Toss, W Lu, M Jahanifar, ...
The Journal of Pathology: Clinical Research 8 (2), 116-128, 2022
372022
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