Leveraging SLIC Superpixel Segmentation and Cascaded Ensemble SVM for Fully Automated Mass Detection In Mammograms. - Jaime Simarro; Zohaib Salahuddin; Ahmed Gouda; Anindo Saha (CoRR, 2020)

Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. - Zohaib Salahuddin; Matthias Lenga; Hannes Nickisch (ISBI, 2021)

FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging. - Karim Lekadir; Richard Osuala; Catherine Gallin; Noussair Lazrak; Kaisar Kushibar; Gianna Tsakou; Susanna Aussó; Leonor Cerdá Alberich; Konstantinos Marias; Manolis Tsiknakis; Sara Colantonio; Nickolas Papanikolaou 003; et al. (CoRR, 2021)

HNT-AI: An Automatic Segmentation Framework for Head and Neck Primary Tumors and Lymph Nodes in FDG- PET/CT Images. - Zohaib Salahuddin; Yi Chen; Xian Zhong; Nastaran Mohammadian Rad; Henry C. Woodruff; Philippe Lambin (HECKTOR@MICCAI, 2022)

Transparency of deep neural networks for medical image analysis: A review of interpretability methods. - Zohaib Salahuddin; Henry C. Woodruff; Avishek Chatterjee; Philippe Lambin (Comput. Biol. Medicine, 2022)

Precision-medicine-toolbox: An open-source python package for facilitation of quantitative medical imaging and radiomics analysis. - Sergey Primakov; Elizaveta Lavrova; Zohaib Salahuddin; Henry C. Woodruff; Philippe Lambin (CoRR, 2022)

Leveraging Uncertainty Estimation for Segmentation of Kidney, Kidney Tumor and Kidney Cysts. - Zohaib Salahuddin; Sheng Kuang; Philippe Lambin; Henry C. Woodruff (KiTS@MICCAI, 2023)

UR-CarA-Net: A Cascaded Framework With Uncertainty Regularization for Automated Segmentation of Carotid Arteries on Black Blood MR Images. - Elizaveta Lavrova; Zohaib Salahuddin; Henry C. Woodruff; Mohamed Kassem; Robin Camarasa; Anja G. van der Kolk; Paul H. J. Nederkoorn; Daniel Bos; Jeroen Hendrikse; M. Eline Kooi; Philippe Lambin (IEEE Access, 2023)

Precision-medicine-toolbox: An open-source python package for the quantitative medical image analysis. - Elizaveta Lavrova; Sergey Primakov; Zohaib Salahuddin; Manon Beuque; Damon Verstappen; Henry C. Woodruff; Philippe Lambin (Softw. Impacts, 2023)

Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial. - Xian Zhong; Zohaib Salahuddin; Yi Chen; Henry C. Woodruff; Haiyi Long; Jianyun Peng; Nuwan Udawatte; Roberto Casale; Ayoub Mokhtari; Xiaoer Zhang; Jiayao Huang; Qingyu Wu; et al. (CoRR, 2024)

Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study. - Zohaib Salahuddin; Abdalla Ibrahim; Sheng Kuang; Yousif Widaatalla; Razvan L. Miclea; Oliver Morin; Spencer Behr; Marnix P. M. Kop; Tom Marcelissen; Patricia Zondervan; Auke Jager; Philippe Lambin; et al. (CoRR, 2024)

Pixels to Prognosis: Harmonized Multi-Region CT-Radiomics and Foundation-Model Signatures Across Multicentre NSCLC Data. - Shruti Atul Mali; Zohaib Salahuddin; Danial Khan; Yumeng Zhang; Henry C. Woodruff; Eduardo Ibor-Crespo; Ana Jimenez-Pastor; Luis Martí-Bonmatí; Philippe Lambin (CoRR, 2025)

Explainable Anatomy-Guided AI for Prostate MRI: Foundation Models and In Silico Clinical Trials for Virtual Biopsy-based Risk Assessment. - Danial Khan; Zohaib Salahuddin; Yumeng Zhang; Sheng Kuang; Shruti Atul Mali; Henry C. Woodruff; Sina Amirrajab; Rachel Cavill; Eduardo Ibor-Crespo; Ana Jimenez-Pastor; Adrián Galiana-Bordera; Paula Jimenez Gomez; et al. (CoRR, 2025)

A Foundation Model Framework for Multi-View MRI Classification of Extramural Vascular Invasion and Mesorectal Fascia Invasion in Rectal Cancer. - Yumeng Zhang; Zohaib Salahuddin; Danial Khan; Shruti Atul Mali; Henry C. Woodruff; Sina Amirrajab; Eduardo Ibor-Crespo; Ana Jimenez-Pastor; Luis Martí-Bonmatí; Philippe Lambin (CoRR, 2025)