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Titlebook: Mathematical and Computational Oncology; First International George Bebis,Takis Benos,Ernesto Lima Conference proceedings 2019 Springer Na

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cmIF: A Python Library for Scalable Multiplex Imaging PipelinescmIF enables analysis of full-slide pathology tissue sections and tissue microarrays (TMAs), facilitating processing from raw image files through registration, segmentation, feature extraction, manual thresholding, and spatial pattern analysis. Our cmIF library includes functionality for image handl
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Accurate and Flexible Bayesian Mutation Call from Multi-regional Tumor Samplesbability of the No-TP case. Next, we solve the second drawback by the idea of Bayes-factor-based model construction that enables flexible integration of probability-based mutation call scores as building blocks of a Bayesian statistical model. We empirically evaluate that our method steadily improve
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Flexible Data Trimming for Different Machine Learning Methods in Omics-Based Personalized Oncology in the training dataset are removed from further analyses. In addition, for each point of a validation dataset, only the proximal points of the training dataset are taken into account. Thus, for every point of a validation dataset, the training dataset is adjusted to form a floating window. Here, w
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Towards Model-Based Characterization of Biomechanical Tumor Growth Phenotypesthe clinical management of GBM. This framework accounts for the mass-effect of the growing tumor by assuming a coupling between local tumor-cell density and volumetric expansion of the tissue..We evaluate the reconstruction workflow on synthetic data that represents a range of realistic growth situa
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Victor Tkachev,Anton Buzdin,Nicolas Borisoval capitalof writers rather than the economic capital of established wealth, writers subtly affiliated themselves with the area, and the figure of the writer and Bloomsbury became symbolically conflated..978-1-349-71387-5978-1-137-54600-5Series ISSN 2634-6494 Series E-ISSN 2634-6508
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al capitalof writers rather than the economic capital of established wealth, writers subtly affiliated themselves with the area, and the figure of the writer and Bloomsbury became symbolically conflated..978-1-349-71387-5978-1-137-54600-5Series ISSN 2634-6494 Series E-ISSN 2634-6508
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Conference proceedings 2019ake Tahoe, NV, USA, in October 2019..The 7 full papers presented were carefully reviewed and selected from 30 submissions.. The papers are organized in topical sections named: Tumor evolvability and intra-tumor heterogeneity; Imaging and scientific visualization for cancer research; Statistical meth
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