Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Digital histology"”.
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Detecting basal cell carcinoma in skin histopathological images using deep learning
… the presence of Basal Cell Carcinoma (BCC) in digital skin histological images. Since digital histology images are extremely large, we first focused on determining the presence of BCC at the patch level, using pre-trained deep convolutional neural networks as feature extractors to compensate …
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Machine-Guided Biopsy Analysis in Oncology: Facilitating Diagnostic Access and Biomedical Discovery Through Deep Learning
… study tackles the analysis of gigapixel-sized digital histology images from breast cancer biopsies. We establish a two-step approach that i) uses self-supervised learning to encode small-scale histological details into robust representations and ii) applies a transformer model to these …
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Computer Aided Diagnosis Systems for Digital Analysis of Osteosarcoma and Skin Cancer
… already have diagnostics systems that process digital images for regions of interest and compute diagnostic patterns to provide supporting information in the decision making process for a possible diagnosis. The development of a CAD system is an interdisciplinary process combining computer …
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Development of stainless cardiac histology of clinical biopsy samples with infrared spectroscopy
… have attempted to advance the current state of histology by developing stainless staining protocols using infrared spectroscopy. The current gold standard to identify cardiovascular complications such as ischemia, fibrosis, alcoholic cardiomyopathy and transplant rejection is biopsy followed by …