Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning.

[BibT_eX]

[DOI]

Ricardo Mokhtari

Azam Hamidinekoo

Proceedings of the Medical Imaging with Deep Learning, 2023

2022

Sensor Data Fusion Based on Deep Learning for Computer Vision Applications and Medical Applications.

[BibT_eX]

[DOI]

Sensors, 2022

Nucleus classification in histology images using message passing network.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

2021

Classification of COVID-19 via Homology of CT-SCAN.

[BibT_eX]

[DOI]

Sohail Iqbal

H. Fareed Ahmed

Talha Qaiser

Muhammad Imran Qureshi

Nasir M. Rajpoot

CoRR, 2021

Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Hybrid Aggregation Network for Survival Analysis from Whole Slide Histopathological Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

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

[BibT_eX]

[DOI]

Raja Muhammad Saad Bashir

Talha Qaiser

Shan-E-Ahmed Raza

Nasir M. Rajpoot

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

2019

Topology and attention in computational pathology.

[BibT_eX]

[DOI]

Talha Qaiser

PhD thesis, 2019

Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring.

[BibT_eX]

[DOI]

Talha Qaiser

Nasir M. Rajpoot

IEEE Trans. Medical Imaging, 2019

Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features.

[BibT_eX]

[DOI]

Medical Image Anal., 2019

Digital Tumor-Collagen Proximity Signature Predicts Survival in Diffuse Large B-Cell Lymphoma.

[BibT_eX]

[DOI]

Proceedings of the Digital Pathology - 15th European Congress, 2019

2018

Methods for Segmentation and Classification of Digital Microscopy Tissue Images.

[BibT_eX]

[DOI]

Navid Alemi Koohbanani

CoRR, 2018

Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge.

[BibT_eX]

[DOI]

CoRR, 2018

Classification of lung cancer histology images using patch-level summary statistics.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images.

[BibT_eX]

[DOI]

Navid Alemi Koohbanani

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection.

[BibT_eX]

[DOI]

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

2017

Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues.

[BibT_eX]

[DOI]

CoRR, 2017

Tumor Segmentation in Whole Slide Images Using Persistent Homology and Deep Convolutional Features.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Investigating the Effect of Various Augmentations on the Input Data Fed to a Convolutional Neural Network for the Task of Mammographic Mass Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

2016

Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images.

[BibT_eX]

[DOI]

Talha Qaiser