Shan-e-Ahmed Raza

发表

Multi‐resolution cell orientation congruence descriptors for epithelium segmentation in endometrial histology images

Nasir M. Rajpoot, Guannan Li, Shan-e-Ahmed Raza, 2017, Medical Image Anal..

Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images

Jin Tae Kwak, Nasir M. Rajpoot, Quoc Dang Vu, 2018, Medical Image Anal..

Cell phenotyping in multi-tag fluorescent bioimages

Nasir M. Rajpoot, Shan-e-Ahmed Raza, Adnan Mujahid Khan, 2014, Neurocomputing.

MIMONet: Gland Segmentation Using Multi-Input-Multi-Output Convolutional Neural Network

David B. A. Epstein, Nasir M. Rajpoot, Shan-e-Ahmed Raza, 2017, MIUA.

Anisotropic tubular filtering for automatic detection of acid-fast bacilli in Ziehl-Neelsen stained sputum smear samples

Nasir M. Rajpoot, Muhammad Arif, Shan-e-Ahmed Raza, 2015, Medical Imaging.

A Discriminative Framework for Stain Deconvolution of Histopathology Images in the Maxwellian Space

Nasir M. Rajpoot, Shan-e-Ahmed Raza, Nicholas Trahearn, 2015, MIUA.

Deconvolving Convolutional Neural Network for Cell Detection

Shan-e-Ahmed Raza, Yinyin Yuan, Khalid AbdulJabbar, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images

Nasir M. Rajpoot, Shan-e-Ahmed Raza, David R. J. Snead, 2015, Patch-MI@MICCAI.

A bottom-up approach for tumour differentiation in whole slide images of lung adenocarcinoma

Nasir M. Rajpoot, Shan-e-Ahmed Raza, David R. J. Snead, 2018, Medical Imaging.

Handcrafted features with convolutional neural networks for detection of tumor cells in histology images

Nasir M. Rajpoot, Muhammad Arif, Shan-e-Ahmed Raza, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Robust normalization protocols for multiplexed fluorescence bioimage analysis

David B. A. Epstein, Nasir M. Rajpoot, Tim W. Nattkemper, 2016, BioData Mining.

Micro‐Net: A unified model for segmentation of various objects in microscopy images

David B. A. Epstein, Nasir M. Rajpoot, Shan-e-Ahmed Raza, 2018, Medical Image Anal..

Cross-Domain Knowledge Transfer for Prediction of Chemosensitivity in Ovarian Cancer Patients

Nasir M. Rajpoot, Amina Asif, Shan-e-Ahmed Raza, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images

David B. A. Epstein, Nasir M. Rajpoot, Shan-e-Ahmed Raza, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Stain deconvolution of histology images via independent component analysis in the wavelet domain

Nasir M. Rajpoot, Shan-e-Ahmed Raza, Najah Alsubaie, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Multi-variate image analysis for detection of biomedical anomalies

Shan-e-Ahmed Raza, S. Raza, 2014 .

Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images

Nasir M. Rajpoot, Shan-e-Ahmed Raza, David R. J. Snead, 2016, IEEE Trans. Medical Imaging.

DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images pdf

Shan-e-Ahmed Raza, Priya Lakshmi Narayanan, Yinyin Yuan, 2018, ArXiv.

HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification

Nasir M. Rajpoot, Shan-e-Ahmed Raza, Talha Qaiser, 2020, iMIMIC/MIL3iD/LABELS@MICCAI.

XY Network for Nuclear Segmentation in Multi-Tissue Histology Images pdf

Jin Tae Kwak, Nasir M. Rajpoot, Quoc Dang Vu, 2018, ArXiv.

A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding

Nasir M. Rajpoot, Shan-e-Ahmed Raza, Adnan Mujahid Khan, 2012, ICONIP.

Registration of thermal and visible light images of diseased plants using silhouette extraction in the wavelet domain

Nasir M. Rajpoot, Victor Sanchez, Shan-e-Ahmed Raza, 2015, Pattern Recognit..

Cell Nuclei Segmentation in Variable Intensity Fluorescence Microscopy Images

Nasir M. Rajpoot, Shan-e-Ahmed Raza, N. Rajpoot, 2015, Annual Conference on Medical Image Understanding and Analysis.

A Novel Cell Orientation Congruence Descriptor for Superpixel Based Epithelium Segmentation in Endometrial Histology Images

Nasir M. Rajpoot, Guannan Li, Shan-e-Ahmed Raza, 2015, Patch-MI@MICCAI.

Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification

Nasir M. Rajpoot, Shan-e-Ahmed Raza, David R. J. Snead, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

Automatic Detection of Regions in Spinach Canopies Responding to Soil Moisture Deficit Using Combined Visible and Thermal Imagery

Nasir M. Rajpoot, Gail Taylor, Shan-e-Ahmed Raza, 2014, PloS one.

RAMTaB: Robust Alignment of Multi-Tag Bioimages

David B. A. Epstein, Nasir M. Rajpoot, Tim W. Nattkemper, 2012, PloS one.

A novel framework for molecular co-expression pattern analysis in multi-channel toponome fluorescence images

Nasir M. Rajpoot, Shan-e-Ahmed Raza, Ahmad Humayun, 2011 .