Search Results - "Vandenberghe, Michel E."
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Relevance of deep learning to facilitate the diagnosis of HER2 status in breast cancer
Published in Scientific reports (05-04-2017)“…Tissue biomarker scoring by pathologists is central to defining the appropriate therapy for patients with cancer. Yet, inter-pathologist variability in the…”
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Journal Article -
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High-throughput 3D whole-brain quantitative histopathology in rodents
Published in Scientific reports (15-02-2016)“…Histology is the gold standard to unveil microscopic brain structures and pathological alterations in humans and animal models of disease. However, due to…”
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Voxel-Based Statistical Analysis of 3D Immunostained Tissue Imaging
Published in Frontiers in neuroscience (15-11-2018)“…Recently developed techniques to visualize immunostained tissues in 3D and in large samples have expanded the scope of microscopic investigations at the level…”
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In Vivo Detection of Amyloid Plaques by Gadolinium-Stained MRI Can Be Used to Demonstrate the Efficacy of an Anti-amyloid Immunotherapy
Published in Frontiers in aging neuroscience (22-03-2016)“…Extracellular deposition of β amyloid plaques is an early event associated to Alzheimer's disease. Here, we have used in vivo gadolinium-stained high…”
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A validation dataset for Macaque brain MRI segmentation
Published in Data in brief (01-02-2018)“…Validation data for segmentation algorithms dedicated to preclinical images is fiercely lacking, especially when compared to the large number of databases of…”
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Impact of Decalcification, Cold Ischemia, and Deglycosylation on Performance of Programmed Cell Death Ligand-1 Antibodies With Different Binding Epitopes: Comparison of 7 Clones
Published in Modern pathology (01-09-2023)“…Programmed cell death ligand-1 (PD-L1) expression levels in patients’ tumors have demonstrated clinical utility across many cancer types and are used to…”
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Primatologist: A modular segmentation pipeline for macaque brain morphometry
Published in NeuroImage (Orlando, Fla.) (15-11-2017)“…Because they bridge the genetic gap between rodents and humans, non-human primates (NHPs) play a major role in therapy development and evaluation for…”
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ADAM30 Downregulates APP-Linked Defects Through Cathepsin D Activation in Alzheimer's Disease
Published in EBioMedicine (01-07-2016)“…Although several ADAMs (A disintegrin-like and metalloproteases) have been shown to contribute to the amyloid precursor protein (APP) metabolism, the full…”
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Robust supervised segmentation of neuropathology whole-slide microscopy images
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01-01-2015)“…Alzheimer's disease is characterized by brain pathological aggregates such as Aβ plaques and neurofibrillary tangles which trigger neuroinflammation and…”
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Conference Proceeding Journal Article -
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Automated cell individualization and counting in cerebral microscopic images
Published in 2016 IEEE International Conference on Image Processing (ICIP) (01-09-2016)“…In biomedical research, cell counting is important to assess physiological and pathophysiological information. However, the automated analysis of microscopic…”
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Conference Proceeding