Talha Qaiser

发表

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

Andrew H. Beck, Quirine F. Manson, Oren Z. Kraus, 2017, JAMA.

A Hybrid Pipeline to Assess Oestrogen Receptor Stained Nuclei in Invasive Breast Cancer

Talha Qaiser, A. Green, E. Rakha, 2019 .

Nucleus classification in histology images using message passing network

N. Rajpoot, Talha Qaiser, Taimur Hassan, 2022, Medical Image Anal..

Glyoxalase 1 copy number variation in patients with well differentiated gastro-entero-pancreatic neuroendocrine tumours (GEP-NET)

Nasir M. Rajpoot, Talha Qaiser, Gregory Kaltsas, 2017, Oncotarget.

Usability of deep learning and H&E images predict disease outcome-emerging tool to optimize clinical trials

Talha Qaiser, M. Gavrielides, J. Reischl, 2022, npj Precision Oncology.

Development of machine learning support for reading whole body diffusion-weighted MRI (WB-MRI) in myeloma for the detection and quantification of the extent of disease before and after treatment (MALIMAR): protocol for a cross-sectional diagnostic test accuracy study

Talha Qaiser, B. Glocker, D. Koh, 2022, BMJ Open.

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

Nasir M. Rajpoot, Talha Qaiser, N. Rajpoot, 2019, IEEE Transactions on Medical Imaging.

Methods for Segmentation and Classification of Digital Microscopy Tissue Images

Joel H. Saltz, Jin Tae Kwak, Nasir M. Rajpoot, 2018, Front. Bioeng. Biotechnol..

Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images

Talha Qaiser, S. Raza, N. Rajpoot, 2023, Medical Image Anal..

Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision

Talha Qaiser, N. Werghi, S. Javed, 2023, IEEE Journal of Biomedical and Health Informatics.

Predicting breast tumor proliferation from whole‐slide images: The TUPAC16 challenge

Karl Rohr, Matheus Palhares Viana, Mitko Veta, 2018, Medical Image Anal..

HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues

Ramakrishnan Mukundan, Joachim Denzler, Mohammad Ilyas, 2017, Histopathology.

Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification

Talha Qaiser, N. Werghi, N. Rajpoot, 2023, Medical Image Anal..

Mimicking a Pathologist: Dual Attention Model for Scoring of Gigapixel Histology Images

Ruqayya Awan, Talha Qaiser, N. Rajpoot, 2023, ArXiv.

Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features

David B. A. Epstein, Nasir M. Rajpoot, Kazuaki Nakane, 2018, Medical Image Anal..

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection

Nasir M. Rajpoot, Juho Kannala, Janne Heikkilä, 2018, COMPAY/OMIA@MICCAI.

Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images

David B. A. Epstein, Nasir M. Rajpoot, Kazuaki Nakane, 2016, MIUA.

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

Nasir M. Rajpoot, Talha Qaiser, Syed Ali Khurram, 2018, Medical Imaging.

Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images

Nasir M. Rajpoot, Jevgenij Gamper, Navid Alemi Koohbanani, 2018, COMPAY/OMIA@MICCAI.

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

Ben Glocker, Simon J. Doran, Nina Tunariu, 2021, MICCAI.

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

Reyer Zwiggelaar, Azam Hamidinekoo, Zobia Suhail, 2017, MIUA.

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

Talha Qaiser, J. Cairns, U. Gehrmann, 2023, MIDL.

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

David B. A. Epstein, Nasir M. Rajpoot, Yee-Wah Tsang, 2017, MIUA.

Immunotherapy Efficacy Prediction in Cancer: An Artificial Intelligence Approach with Unannotated H&E Whole-Slide Images

Talha Qaiser, Harish RaviPrakash, Ronen Artzi, 2024, medRxiv.

Hybrid Aggregation Network for Survival Analysis from Whole Slide Histopathological Images

Talha Qaiser, Joachim Reischl, Jia-Ren Chang, 2021, MICCAI.