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Automatic-Organ-Delineation-in-MRI
Automatic-Organ-Delineation-in-MRI PublicComparative study of atlas-based registration and deep learning approaches for prostate segmentation in clinical MR images. Includes evaluation of multi-atlas label fusion and U-Net models trained …
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Brain-Tissue-Segmentation-in-MRI-T1w-
Brain-Tissue-Segmentation-in-MRI-T1w- PublicAutomated methodology for the segmentation of 2D T1w brain MRI scans, making use conventional image processing techniques. The primary objective is to segment key anatomical structures within the b…
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Prediction-of-Liver-Fibrosis-using-Machine-Learning
Prediction-of-Liver-Fibrosis-using-Machine-Learning PublicThis project focuses on developing a non-invasive prediction model that can serve as an alternative to invasive liver biopsies for assessing liver fibrosis and its level of progression in patients …
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Stats-Don-t-Lie-Hypothesis-Testing-in-the-Premier-League
Stats-Don-t-Lie-Hypothesis-Testing-in-the-Premier-League PublicWelcome to our deep dive into the *beautiful game* — but with a statistical twist!
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Melanoma-Segmentation-Deep-Learning-for-Histopathological-Analysis
Melanoma-Segmentation-Deep-Learning-for-Histopathological-Analysis PublicCell nuclei characterization plays a key role in the diagnosis and grading of skin cancer. While tracking melanoma progression across tissues is crucial for diagnosis and treatment planning. Thus, …
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Fluoroscopy-guided-pedicle-screw-placement
Fluoroscopy-guided-pedicle-screw-placement PublicThis project proposes a fully automatic, data-driven approach that leverages preoperative CT imaging to estimate the optimal C-arm orientation without repeated intraoperative X-ray acquisitions to …
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