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Md Shibly Sadique
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Publications (4)
Proceedings Article | 3 April 2024 Presentation + Paper
Domain adaptive federated learning for multi-institution molecular mutation prediction and bias identification
Proceedings Volume 12927, 129271M (2024) https://doi.org/10.1117/12.3008748
KEYWORDS: Data modeling, Magnetic resonance imaging, Performance modeling, Education and training, Data privacy, Cross validation, Feature extraction, Tumors, Radiomics, Mixtures
Proceedings Article | 7 April 2023 Presentation + Paper
Opioid use disorder prediction using machine learning of fMRI data
Proceedings Volume 12465, 124650Q (2023) https://doi.org/10.1117/12.2655568
KEYWORDS: Functional magnetic resonance imaging, Statistical analysis, Brain, Feature extraction, Machine learning, Decision trees, Neuroscience, Neuroimaging, Diseases and disorders, Performance modeling
Proceedings Article | 7 April 2023 Presentation + Paper
Class activation mapping and uncertainty estimation in multi-organ segmentation
Proceedings Volume 12465, 124650V (2023) https://doi.org/10.1117/12.2655508
KEYWORDS: Education and training, Image segmentation, Liver, Data modeling, Deep learning, Cross validation, Kidney, Visualization, Computed tomography, Visual process modeling
Proceedings Article | 4 April 2022 Paper
Radiomic texture feature descriptor to distinguish recurrent brain tumor from radiation necrosis using multimodal MRI
Proceedings Volume 12033, 120332I (2022) https://doi.org/10.1117/12.2613114
KEYWORDS: Tumors, Magnetic resonance imaging, Radon, Brain, Neuroimaging, Feature extraction, Radiotherapy, Pathology, Machine learning, Feature selection
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