Talha Qaiser - RankMe

42 papers Journal 28Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Approach to Linking Histology Images with DNA Methylation. CoRR Manahil Raza, Muhammad Dawood, Talha Qaiser, Nasir M. Rajpoot
2025	—	`conf`	Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL (Findings) Che Liu, Zhongwei Wan, Haozhe Wang, Yinda Chen, Talha Qaiser, Chen Jin, Nikolay Burlutskiy, Fariba Yousefi, Rossella Arcucci
2025	J	`jnl`	Classification of COVID-19 via Homology of CT-SCAN. Comput. Biol. Medicine Sohail Iqbal, Hafiz Fareed Ahmed, Talha Qaiser, Muhammad Imran Qureshi, Nasir M. Rajpoot
2025	J	`jnl`	PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction. CoRR Manahil Raza, Ayesha Azam, Talha Qaiser, Nasir M. Rajpoot
2024	—	`conf`	A Novel Approach to Linking Histology Images with DNA Methylation. ECCV Workshops (16) Manahil Raza, Muhammad Dawood, Talha Qaiser, Nasir M. Rajpoot
2024	J	`jnl`	Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? CoRR Che Liu, Zhongwei Wan, Haozhe Wang, Yinda Chen, Talha Qaiser, Chen Jin, Fariba Yousefi, Nikolay Burlutskiy, Rossella Arcucci
2024	J	`jnl`	Consistency regularisation in varying contexts and feature perturbations for semi-supervised semantic segmentation of histology images. Medical Image Anal. Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot
2024	J	`jnl`	Dual attention model with reinforcement learning for classification of histology whole-slide images. Comput. Medical Imaging Graph. Manahil Raza, Ruqayya Awan, Raja Muhammad Saad Bashir, Talha Qaiser, Nasir M. Rajpoot
2024	J	`jnl`	Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations. CoRR Piotr Kaniewski, Fariba Yousefi, Yeman Brhane Hagos, Talha Qaiser, Nikolay Burlutskiy
2024	J	`jnl`	Stain-Invariant Representation for Tissue Classification in Histology Images. CoRR Manahil Raza, Raja Muhammad Saad Bashir, Talha Qaiser, Nasir M. Rajpoot
2024	J	`jnl`	Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification. Medical Image Anal. Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot
2024	J	`jnl`	Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation. CoRR Irina Zhang, Jim Denholm, Azam Hamidinekoo, Oskar Ålund, Christopher Bagnall, Joana Palés Huix, Michal Sulikowski, Ortensia Vito, Arthur Lewis, Robert Unwin, Magnus Söderberg, Nikolay Burlutskiy, Talha Qaiser
2023	J	`jnl`	Consistency Regularisation in Varying Contexts and Feature Perturbations for Semi-Supervised Semantic Segmentation of Histology Images. CoRR Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot
2023	—	`conf`	Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning. MIDL Ricardo Mokhtari, Azam Hamidinekoo, Daniel James Sutton, Arthur Lewis, Bastian Angermann, Ulf Gehrmann, Pål Lundin, Hibret Adissu, Junmei Cairns, Jessica Neisen, Emon Khan, Daniel Marks, Nia Khachapuridze, Talha Qaiser, Nikolay Burlutskiy
2023	J	`jnl`	Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning. CoRR Ricardo Mokhtari, Azam Hamidinekoo, Daniel James Sutton, Arthur Lewis, Bastian Angermann, Ulf Gehrmann, Pål Lundin, Hibret Adissu, Junmei Cairns, Jessica Neisen, Emon Khan, Daniel Marks, Nia Khachapuridze, Talha Qaiser, Nikolay Burlutskiy
2023	J	`jnl`	Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision. IEEE J. Biomed. Health Informatics Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi
2023	J	`jnl`	Mimicking a Pathologist: Dual Attention Model for Scoring of Gigapixel Histology Images. CoRR Manahil Raza, Ruqayya Awan, Raja Muhammad Saad Bashir, Talha Qaiser, Nasir M. Rajpoot
2023	J	`jnl`	Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification. CoRR Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot
2022	J	`jnl`	Nucleus classification in histology images using message passing network. Medical Image Anal. Taimur Hassan, Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot
2022	J	`jnl`	Sensor Data Fusion Based on Deep Learning for Computer Vision Applications and Medical Applications. Sensors Rizwan Ali Naqvi, Muhammad Arsalan, Talha Qaiser, Tariq Mahmood Khan, Imran Razzak
2021	J	`jnl`	Classification of COVID-19 via Homology of CT-SCAN. CoRR Sohail Iqbal, Hafiz Fareed Ahmed, Talha Qaiser, Muhammad Imran Qureshi, Nasir M. Rajpoot
2021	—	`conf`	Hybrid Aggregation Network for Survival Analysis from Whole Slide Histopathological Images. MICCAI (5) Jia-Ren Chang, Ching-Yi Lee, Chi-Chung Chen, Joachim Reischl, Talha Qaiser, Chao-Yuan Yeh
2021	—	`conf`	Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. MICCAI (7) Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
2021	J	`jnl`	Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification. CoRR Talha Qaiser, Stefan Winzeck, Theodore Barfoot, Tara Barwick, Simon J. Doran, Martin F. Kaiser, Linda Wedlake, Nina Tunariu, Dow-Mu Koh, Christina Messiou, Andrea G. Rockall, Ben Glocker
2020	—	`conf`	HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification. iMIMIC/MIL3ID/LABELS@MICCAI Raja Muhammad Saad Bashir, Talha Qaiser, Shan-E-Ahmed Raza, Nasir M. Rajpoot
2020	J	`jnl`	HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification. CoRR Raja Muhammad Saad Bashir, Talha Qaiser, Shan E Ahmed Raza, Nasir M. Rajpoot
2019	—	`conf`	Digital Tumor-Collagen Proximity Signature Predicts Survival in Diffuse Large B-Cell Lymphoma. ECDP Talha Qaiser, Matthew Pugh, Sandra Margielewska, Robert Hollows, Paul Murray, Nasir M. Rajpoot
2019	J	`jnl`	Fast and accurate tumor segmentation of histology images using persistent homology and deep convolutional features. Medical Image Anal. Talha Qaiser, Yee-Wah Tsang, Daiki Taniyama, Naoya Sakamoto, Kazuaki Nakane, David B. A. Epstein, Nasir M. Rajpoot
2019	J	`jnl`	Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring. CoRR Talha Qaiser, Nasir M. Rajpoot
2019	J	`jnl`	Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring. IEEE Trans. Medical Imaging Talha Qaiser, Nasir M. Rajpoot
2019	—	`—`	Topology and attention in computational pathology. Talha Qaiser
2018	—	`conf`	Classification of lung cancer histology images using patch-level summary statistics. Digital Pathology Simon Graham, Muhammad Shaban, Talha Qaiser, Syed Ali Khurram, Nasir M. Rajpoot
2018	J	`jnl`	Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features. CoRR Talha Qaiser, Yee-Wah Tsang, Daiki Taniyama, Naoya Sakamoto, Kazuaki Nakane, David B. A. Epstein, Nasir M. Rajpoot
2018	—	`conf`	Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. COMPAY/OMIA@MICCAI Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, Nasir M. Rajpoot
2018	J	`jnl`	Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. CoRR Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, Nasir M. Rajpoot
2018	J	`jnl`	Methods for Segmentation and Classification of Digital Microscopy Tissue Images. CoRR Quoc Dang Vu, Simon Graham, Minh Nguyen Nhat To, Muhammad Shaban, Talha Qaiser, Navid Alemi Koohbanani, Syed Ali Khurram, Tahsin M. Kurç, Keyvan Farahani, Tianhao Zhao, Rajarsi R. Gupta, Jin Tae Kwak, Nasir M. Rajpoot, Joel H. Saltz
2018	J	`jnl`	Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge. CoRR Mitko Veta, Yujing J. Heng, Nikolas Stathonikos, Babak Ehteshami Bejnordi, Francisco Beca, Thomas Wollmann, Karl Rohr, Manan A. Shah, Dayong Wang, Mikaël Rousson, Martin Hedlund, David Tellez, Francesco Ciompi, Erwan Zerhouni, David Lanyi, Matheus Palhares Viana, Vassili Kovalev, Vitali Liauchuk, Hady Ahmady Phoulady, Talha Qaiser, Simon Graham, Nasir M. Rajpoot, Erik Sjöblom, Jesper Molin, Kyunghyun Paeng, Sangheum Hwang, Sunggyun Park, Zhipeng Jia, Eric I-Chao Chang, Yan Xu, Andrew H. Beck, Paul J. van Diest, Josien P. W. Pluim
2018	—	`conf`	Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images. COMPAY/OMIA@MICCAI Navid Alemi Koohbanani, Talha Qaiser, Muhammad Shaban, Jevgenij Gamper, Nasir M. Rajpoot
2017	J	`jnl`	Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues. CoRR Talha Qaiser, Abhik Mukherjee, Chaitanya Reddy Pb, Sai Dileep Munugoti, Vamsi Tallam, Tomi Pitkäaho, Taina Lehtimäki, Thomas J. Naughton, Matt Berseth, Aníbal Pedraza, Ramakrishnan Mukundan, Matthew Smith, Abhir Bhalerao, Erik Rodner, Marcel Simon, Joachim Denzler, Chao-Hui Huang, Gloria Bueno, David R. J. Snead, Ian O. Ellis, Mohammad Ilyas, Nasir M. Rajpoot
2017	—	`conf`	Investigating the Effect of Various Augmentations on the Input Data Fed to a Convolutional Neural Network for the Task of Mammographic Mass Classification. MIUA Azam Hamidinekoo, Zobia Suhail, Talha Qaiser, Reyer Zwiggelaar
2017	—	`conf`	Tumor Segmentation in Whole Slide Images Using Persistent Homology and Deep Convolutional Features. MIUA Talha Qaiser, Yee-Wah Tsang, David B. A. Epstein, Nasir M. Rajpoot
2016	—	`conf`	Persistent Homology for Fast Tumor Segmentation in Whole Slide Histology Images. MIUA Talha Qaiser, Korsuk Sirinukunwattana, Kazuaki Nakane, Yee-Wah Tsang, David B. A. Epstein, Nasir M. Rajpoot