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Zohaib Salahuddin

Maastricht University - GROW School for Oncology and Reproduction

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Predicting Homologous Recombination Deficiency and Treatment Responses Using a Computed Tomography-Based Foundation Model: A Preclinical Study

Number of pages: 47 Posted: 07 Aug 2025
Sheng Kuang, Lesley Schuitmaker, Min Wu, Zohaib Salahuddin, Alexander van der Wiel, Jella van de Laak, Natasja Lieuwes, Rianne Biemans, Jennifer Jung, Ala Yaromin, Ludwig Dubois, Henry C. Woodruff and P. Lambin
Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, University of Oxford - Wellcome Centre for Integrative Neuroimaging, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction and Maastricht University - GROW School for Oncology and Reproduction
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Homologous Recombination Deficiency, Foundation Model, Computed Tomography

2.

­Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study

Number of pages: 21 Posted: 09 Feb 2026
Zohaib Salahuddin, Sheng Kuang, Abdalla Ibrahim, Yousif Widaatalla, Razvan L. Miclea, Oliver Morin, Spencer C. Behr, Marnix P.M. Kop, Tom Marcelissen, Patricia Zondervan, Auke Jager, P. Lambin and Henry C. Woodruff
Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Memorial Sloan Kettering Cancer Center, Maastricht University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, San Francisco (UCSF), affiliation not provided to SSRN, Maastricht University, affiliation not provided to SSRN, affiliation not provided to SSRN, Maastricht University - GROW School for Oncology and Reproduction and Maastricht University - GROW School for Oncology and Reproduction
Downloads 7 (1,571,455)

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Explainable artificial intelligence (XAI), Counterfactual Explanations, Variational Autoencoder Generative Adversarial Network (VAE-GAN), Uncertainty estimation, Segmentation quality control, Radiomics