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Zohaib Salahuddin
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2020 – today
- 2024
- [i7]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, Li Tan, Lili Chen, Dongming Li, Xiaoyan Xie, Manxia Lin, Philippe Lambin:
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. CoRR abs/2408.03771 (2024) - [i6]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, Henry C. Woodruff:
Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study. CoRR abs/2408.03789 (2024) - 2023
- [j3]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:
UR-CarA-Net: A Cascaded Framework With Uncertainty Regularization for Automated Segmentation of Carotid Arteries on Black Blood MR Images. IEEE Access 11: 26637-26651 (2023) - [j2]Elizaveta Lavrova, Sergey Primakov, Zohaib Salahuddin, Manon Beuque, Damon Verstappen, Henry C. Woodruff, Philippe Lambin:
Precision-medicine-toolbox: An open-source python package for the quantitative medical image analysis. Softw. Impacts 16: 100508 (2023) - [c3]Zohaib Salahuddin, Sheng Kuang, Philippe Lambin, Henry C. Woodruff:
Leveraging Uncertainty Estimation for Segmentation of Kidney, Kidney Tumor and Kidney Cysts. KiTS@MICCAI 2023: 40-46 - 2022
- [j1]Zohaib Salahuddin, Henry C. Woodruff, Avishek Chatterjee, Philippe Lambin:
Transparency of deep neural networks for medical image analysis: A review of interpretability methods. Comput. Biol. Medicine 140: 105111 (2022) - [c2]Zohaib Salahuddin, Yi Chen, Xian Zhong, Nastaran Mohammadian Rad, Henry C. Woodruff, Philippe Lambin:
HNT-AI: An Automatic Segmentation Framework for Head and Neck Primary Tumors and Lymph Nodes in FDG- PET/CT Images. HECKTOR@MICCAI 2022: 212-220 - [i5]Sergey Primakov, Elizaveta Lavrova, Zohaib Salahuddin, Henry C. Woodruff, Philippe Lambin:
Precision-medicine-toolbox: An open-source python package for facilitation of quantitative medical imaging and radiomics analysis. CoRR abs/2202.13965 (2022) - 2021
- [c1]Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch:
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. ISBI 2021: 91-95 - [i4]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, Zohaib Salahuddin, Henry C. Woodruff, Philippe Lambin, Luis Martí-Bonmatí:
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging. CoRR abs/2109.09658 (2021) - [i3]Zohaib Salahuddin, Henry C. Woodruff, Avishek Chatterjee, Philippe Lambin:
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods. CoRR abs/2111.02398 (2021) - 2020
- [i2]Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch:
Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans. CoRR abs/2010.00925 (2020) - [i1]Jaime Simarro, Zohaib Salahuddin, Ahmed Gouda, Anindo Saha:
Leveraging SLIC Superpixel Segmentation and Cascaded Ensemble SVM for Fully Automated Mass Detection In Mammograms. CoRR abs/2010.10340 (2020)
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