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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
12732016
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
8172019
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
2262018
Geospatial immune variability illuminates differential evolution of lung adenocarcinoma
K AbdulJabbar, SEA Raza, R Rosenthal, M Jamal-Hanjani, S Veeriah, ...
Nature Medicine, 2020
2232020
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
2082015
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
171*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
1092021
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
1062021
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
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
772017
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
732015
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
712017
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
692020
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
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
552022
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
552014
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
442023
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
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
342022
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
332022
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Articles 1–20