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, D Snead, I Cree, NM Rajpoot
Medical Imaging, IEEE Transactions on, 1, 2016
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
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
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
Geospatial immune variability illuminates differential evolution of lung adenocarcinoma
K AbdulJabbar, SEA Raza, R Rosenthal, M Jamal-Hanjani, S Veeriah, ...
Nature Medicine, 2020
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
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
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
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
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
A spatially constrained deep learning framework for detection of epithelial tumor nuclei in cancer histology images
K Sirinukunwattana, SEA Raza, YW Tsang, D Snead, I Cree, N Rajpoot
International Workshop on Patch-based Techniques in Medical Imaging, 154-162, 2015
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
RAMTaB: Robust Alignment of Multi-Tag Bioimages
SEA Raza, A Humayun, S Abouna, TW Nattkemper, DBA Epstein, M Khan, ...
PLoS ONE 7 (2), e30894, 2012
Mimonet: Gland segmentation using multi-input-multi-output convolutional neural network
SEA Raza, L Cheung, D Epstein, S Pelengaris, M Khan, NM Rajpoot
Annual Conference on Medical Image Understanding and Analysis, 698-706, 2017
Deconvolving convolution neural network for cell detection
SEA Raza, K AbdulJabbar, M Jamal-Hanjani, S Veeriah, JL Quesne, ...
IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019
Multi-Resolution Cell Orientation Congruence Descriptors for Epithelium Segmentation in Endometrial Histology Images
G Li, SEA Raza, NM Rajpoot
Medical Image Analysis, 2017
Superpixel-based Conditional Random Fields (SuperCRF): Incorporating global and local context for enhanced deep learning in melanoma histopathology
K Zormpas-Petridis, H Failmezger, SEA Raza, I Roxanis, Y Jamin, Y Yuan
Frontiers in oncology 9, 1045, 2019
Unmasking the immune microecology of ductal carcinoma in situ with deep learning
PL Narayanan, SEA Raza, AH Hall, JR Marks, L King, RB West, ...
NPJ breast cancer 7 (1), 1-14, 2021
Stain deconvolution of histology images via independent component analysis in the wavelet domain
N Alsubaie, SEA Raza, N Rajpoot
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 803-806, 2016
A framework for molecular co-expression pattern analysis in multi-channel toponome fluorescence images
A Humayun, SEA Raza, C Waddington, S Abouna, M Khan, NM Rajpoot
Microscopy Image Analysis with Applications in Biology, MIAAB, 2011
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