| 2026 | WACV | MAFM | Mohammad Areeb Qazi, Munachiso S. Nwadike, Ibrahim Almakky, Mohammad Yaqub, Numan Saeed |
| 2026 | WACV | DuPLUS: Dual-Prompt Vision-Language Framework for Universal Medical Image Segmentation and Prognosis. | Numan Saeed, Tausifa Jan Saleem, Fadillah A. Maani, Muhammad Ridzuan, Hu Wang, Mohammad Yaqub |
| 2025 | CVPR | FedSECA: Sign Election and Coordinate-wise Aggregation of Gradients for Byzantine Tolerant Federated Learning. | Joseph Geo Benjamin, Mothilal Asokan, Mohammad Yaqub, Karthik Nandakumar |
| 2025 | ICCV | Noise is an Efficient Learner for Zero-Shot Vision-Language Models. | Raza Imam, Asif Hanif, Jian Zhang, Khaled Waleed Dawoud, Yova Kementchedjhieva, Mohammad Yaqub |
| 2025 | ICCV | DiMPLE - Disentangled Multi-Modal Prompt Learning: Enhancing Out-of-Distribution Alignment with Invariant and Spurious Feature Separation. | Umaima Rahman, Mohammad Yaqub, Dwarikanath Mahapatra |
| 2025 | ICCV | Not Only Grey Matter: OmniBrain for Robust Multimodal Classification of Alzheimer's Disease. | Ahmed Sharshar, Yasser Ashraf, Tameem Bakr, Salma Hassan, Hosam Elgendy, Mohammad Yaqub, Mohsen Guizani |
| 2025 | MICCAI | LEXU: Learning from Expert Disagreement for Single-Pass Uncertainty Estimation in Medical Image Segmentation. | Kudaibergen Abutalip, Numan Saeed, Fadillah A. Maani, Ikboljon Sobirov, Vincent Andrearczyk, Adrien Depeursinge, Mohammad Yaqub |
| 2025 | MICCAI | BRIQA: Balanced Reweighting in Image Quality Assessment of Pediatric Brain MRI. | Alya Almsouti, Ainur Khamitova, Darya Taratynova, Mohammad Yaqub |
| 2025 | MICCAI | DiFUSAL: Diffusion-Based Fetal Ultrasound Synthesis with Active Learning. | Maryam Arjemandi, Salma Hassan, Hu Wang, Saudabi Valappi, Mohammad Yaqub |
| 2025 | MICCAI | MISFIT: Modality Inference via Style Fusion and Invertible Translation for Cross-Modality Synthesis of 3D MRI Volumes. | Mohor Banerjee, Qiankun Ji, Sarim Hashmi, Abdelrahman Elsayed, Daniil Tikhonov, Matheus Scatolin, Ahmed Jaheen, Damir Kim, Hu Wang, Mostafa Salem, Mohammad Yaqub |
| 2025 | MICCAI | Forget-MI: Machine Unlearning for Forgetting Multimodal Information in Healthcare Settings. | Shahad Hardan, Darya Taratynova, Abdelmajid Essofi, Karthik Nandakumar, Mohammad Yaqub |
| 2025 | MICCAI | ClinGRAD: Clinically-Guided Genomics and Radiomics Interpretable GNN for Dementia Diagnosis. | Salma Hassan, Mostafa Salem, Vijay Ram Papineni, Ayman Elsayed, Mohammad Yaqub |
| 2025 | MICCAI | MAGNET-AD: Multitask Spatiotemporal GNN for Interpretable Prediction of PACC and Conversion Time in Preclinical Alzheimer. | Salma Hassan, Mostafa Salem, Vijay Ram Papineni, Ayman Elsayed, Mohammad Yaqub |
| 2025 | MICCAI | Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings. | Dongli He, Hu Wang, Mohammad Yaqub |
| 2025 | MICCAI | EMedNeXt: An Enhanced Brain Tumor Segmentation Framework for Sub-saharan Africa Using MedNeXt V2 with Deep Supervision. | Ahmed Jaheen, Abdelrahman Elsayed, Damir Kim, Daniil Tikhonov, Matheus Scatolin, Mohor Banerjee, Qiankun Ji, Mostafa Salem, Hu Wang, Sarim Hashmi, Mohammad Yaqub |
| 2025 | MICCAI | MedNNS: Supernet-Based Medical Task-Adaptive Neural Network Search. | Lotfi Abdelkrim Mecharbat, Ibrahim Almakky, Martin Takc, Mohammad Yaqub |
| 2025 | MICCAI | Decoupling Clinical and Class-Agnostic Features for Reliable Few-Shot Adaptation Under Shift. | Umaima Rahman, Raza Imam, Mohammad Yaqub, Dwarikanath Mahapatra |
| 2025 | MICCAI | DEFUSE-MS: Deformation Field-Guided Spatiotemporal Graph-Based Framework for Multiple Sclerosis New Lesion Detection. | Mostafa Salem, Salma Hassan, Vijay Ram Papineni, Ayman Elsayed, Mohammad Yaqub |
| 2025 | MICCAI | MOTOR: Multimodal Optimal Transport via Grounded Retrieval in Medical Visual Question Answering. | Mai A. Shaaban, Tausifa Jan Saleem, Vijay Ram Papineni, Mohammad Yaqub |
| 2025 | WACV | ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization. | Aleksandr Matsun, Numan Saeed, Fadillah Adamsyah Maani, Mohammad Yaqub |
| 2025 | SDM | Learning Confident Classifiers in the Presence of Label Noise. | Asma Ahmed Hashmi, Aigerim Zhumabayeva, Nikita Kotelevskii, Artem Agafonov, Mohammad Yaqub, Maxim Panov, Martin Takc |
| 2024 | BMVC | On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models. | Hashmat Shadab Malik, Numan Saeed, Asif Hanif, Muzammal Naseer, Mohammad Yaqub, Salman Khan, Fahad Shahbaz Khan |
| 2024 | MICCAI | Multi-task Weakly Supervised Intrapartum Ultrasound Measurements. | Salem AlNasi, Arsen Abzhanov, Numan Saeed, Mohammad Yaqub |
| 2024 | MICCAI | A Federated Learning-Friendly Approach for Parameter-Efficient Fine-Tuning of SAM in 3D Segmentation. | Mothilal Asokan, Joseph Geo Benjamin, Mohammad Yaqub, Karthik Nandakumar |
| 2024 | MICCAI | MDSN: Multi-stage Context-Aware Nuclei Detection-Segmentation Network. | Hussam Azzuni, Abdulmotaleb El Saddik, Mohammad Yaqub, Min Xu |
| 2024 | MICCAI | GUARDIAN: Guarding Against Uncertainty and Adversarial Risks in Robot-Assisted Surgeries. | Ufaq Khan, Umair Nawaz, Tooba T. Sheikh, Asif Hanif, Mohammad Yaqub |
| 2024 | MICCAI | CoReEcho: Continuous Representation Learning for 2D+Time Echocardiography Analysis. | Fadillah Adamsyah Maani, Numan Saeed, Aleksandr Matsun, Mohammad Yaqub |
| 2024 | MICCAI | SurvCORN: Survival Analysis with Conditional Ordinal Ranking Neural Network. | Muhammad Ridzuan, Numan Saeed, Fadillah Adamsyah Maani, Karthik Nandakumar, Mohammad Yaqub |
| 2024 | MICCAI | HuLP: Human-in-the-Loop for Prognosis. | Muhammad Ridzuan, Mai A. Shaaban, Numan Saeed, Ikboljon Sobirov, Mohammad Yaqub |
| 2024 | MICCAI | PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation. | Nada Saadi, Numan Saeed, Mohammad Yaqub, Karthik Nandakumar |
| 2024 | MICCAI | SurvRNC: Learning Ordered Representations for Survival Prediction Using Rank-N-Contrast. | Numan Saeed, Muhammad Ridzuan, Fadillah Adamsyah Maani, Hussain Alasmawi, Karthik Nandakumar, Mohammad Yaqub |
| 2024 | MICCAI | TiBiX: Leveraging Temporal Information for Bidirectional X-Ray and Report Generation. | Santosh Sanjeev, Fadillah Adamsyah Maani, Arsen Abzhanov, Vijay Ram Papineni, Ibrahim Almakky, Bartlomiej W. Papiez, Mohammad Yaqub |
| 2024 | MICCAI | FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis. | Santosh Sanjeev, Nuren Zhaksylyk, Ibrahim Almakky, Anees Ur Rehman Hashmi, Mohammad Areeb Qazi, Mohammad Yaqub |
| 2024 | MICCAI | MedPromptX: Grounded Multimodal Prompting for Chest X-Ray Diagnosis. | Mai A. Shaaban, Adnan Khan, Mohammad Yaqub |
| 2023 | CVPR | Lifelong Learning of Task-Parameter Relationships for Knowledge Transfer. | Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar |
| 2023 | MICCAI | Leveraging Self-supervised Learning for Fetal Cardiac Planes Classification Using Ultrasound Scan Videos. | Joseph Geo Benjamin, Mothilal Asokan, Amna Alhosani, Hussain Alasmawi, Werner Gerhard Diehl, Leanne Bricker, Karthik Nandakumar, Mohammad Yaqub |
| 2023 | MICCAI | Breaking down the Hierarchy: A New Approach to Leukemia Classification. | Ibraheem Hamdi, Hosam El-Gendy, Ahmed Sharshar, Mohamed Saeed, Muhammad Ridzuan, Shahrukh K. Hashmi, Naveed Syed, Imran Mirza, Shakir Hussain, Amira Mahmoud Abdalla, Mohammad Yaqub |
| 2023 | MICCAI | SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust Chest X-Rays Classification. | Raza Imam, Ibrahim Almakky, Salma Alrashdi, Baketah Alrashdi, Mohammad Yaqub |
| 2023 | MICCAI | Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks. | Fadillah A. Maani, Anees Ur Rehman Hashmi, Mariam Aljuboory, Numan Saeed, Ikboljon Sobirov, Mohammad Yaqub |
| 2023 | MICCAI | DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification. | Aleksandr Matsun, Dana O. Mohamed, Sharon Chokuwa, Muhammad Ridzuan, Mohammad Yaqub |
| 2022 | BMVC | How to Train Vision Transformer on Small-scale Datasets? | Hanan Gani, Muzammal Naseer, Mohammad Yaqub |
| 2022 | BMVC | On the Importance of Image Encoding in Automated Chest X-Ray Report Generation. | Otabek Nazarov, Mohammad Yaqub, Karthik Nandakumar |
| 2022 | BMVC | TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting. | Muhammad Hamza Sharif, Dmitry Demidov, Asif Hanif, Mohammad Yaqub, Min Xu |
| 2022 | MICCAI | Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification. | Faris Almalik, Mohammad Yaqub, Karthik Nandakumar |
| 2022 | MICCAI | DRGen: Domain Generalization in Diabetic Retinopathy Classification. | Mohammad Z. Atwany, Mohammad Yaqub |
| 2022 | MICCAI | Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images. | Sevim Cengiz, Ibraheem Hamdi, Mohammad Yaqub |
| 2022 | MICCAI | GARDNet: Robust Multi-view Network for Glaucoma Classification in Color Fundus Images. | Ahmed Al Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, Mohammad Yaqub |
| 2022 | MICCAI | EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography. | Rand Muhtaseb, Mohammad Yaqub |
| 2022 | MICCAI | TMSS: An End-to-End Transformer-Based Multimodal Network for Segmentation and Survival Prediction. | Numan Saeed, Ikboljon Sobirov, Roba Al Majzoub, Mohammad Yaqub |
| 2022 | MICCAI | End-to-End Myocardial Infarction Classification from Echocardiographic Scans. | Mohamed Saeed, Mohammad Yaqub |
| 2021 | MICCAI | Automatic Fetal Gestational Age Estimation from First Trimester Scans. | Sevim Cengiz, Mohammad Yaqub |
| 2021 | MICCAI | An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data. | Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub |
| 2021 | MICCAI | Continual Domain Incremental Learning for Chest X-Ray Classification in Low-Resource Clinical Settings. | Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra |
| 2020 | MICCAI | Automatic C-Plane Detection in Pelvic Floor Transperineal Volumetric Ultrasound. | Helena Williams, Laura Cattani, Mohammad Yaqub, Carole H. Sudre, Tom Vercauteren, Jan Deprest, Jan D'hooge |
| 2016 | MICCAI | Automated 3D Ultrasound Biometry Planes Extraction for First Trimester Fetal Assessment. | Hosuk Ryou, Mohammad Yaqub, Angelo Cavallaro, Fenella Roseman, Aris T. Papageorghiou, J. Alison Noble |
| 2015 | MICCAI | Guided Random Forests for Identification of Key Fetal Anatomy and Image Categorization in Ultrasound Scans. | Mohammad Yaqub, Brenda Kelly, Aris T. Papageorghiou, J. Alison Noble |
| 2014 | MICCAI | Predicting Fetal Neurodevelopmental Age from Ultrasound Images. | Ana Ineyda Luisa Namburete, Mohammad Yaqub, Bryn Kemp, Aris T. Papageorghiou, J. Alison Noble |
| 2014 | MICCAI | A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation. | Mohammad Yaqub, Anil Kopuri, Sylvia Rueda, Peter B. Sullivan, Kenneth McCormick, J. Alison Noble |
| 2013 | MICCAI | Class-Specific Regression Random Forest for Accurate Extraction of Standard Planes from 3D Echocardiography. | Kiryl Chykeyuk, Mohammad Yaqub, J. Alison Noble |
| 2013 | MICCAI | Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound. | Mohammad Yaqub, Rmi Cuingnet, Raffaele Napolitano, David Roundhill, Aris T. Papageorghiou, Roberto Ardon, J. Alison Noble |
| 2012 | MICCAI | Novel Context Rich LoCo and GloCo Features with Local and Global Shape Constraints for Segmentation of 3D Echocardiograms with Random Forests. | Kiryl Chykeyuk, Mohammad Yaqub, J. Alison Noble |
| 2011 | MICCAI | Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D Echocardiography. | Michael Verhoek, Mohammad Yaqub, John McManigle, J. Alison Noble |
| 2011 | MICCAI | Improving the Classification Accuracy of the Classic RF Method by Intelligent Feature Selection and Weighted Voting of Trees with Application to Medical Image Segmentation. | Mohammad Yaqub, M. Kassim Javaid, Cyrus Cooper, J. Alison Noble |