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Artificial intelligence in histopathology: enhancing cancer research and clinical oncology
Artificial intelligence (AI) methods have multiplied our capabilities to extract quantitative
information from digital histopathology images. AI is expected to reduce workload for human …
information from digital histopathology images. AI is expected to reduce workload for human …
Spatial components of molecular tissue biology
Methods for profiling RNA and protein expression in a spatially resolved manner are rapidly
evolving, making it possible to comprehensively characterize cells and tissues in health and …
evolving, making it possible to comprehensively characterize cells and tissues in health and …
Graph deep learning for the characterization of tumour microenvironments from spatial protein profiles in tissue specimens
Multiplexed immunofluorescence imaging allows the multidimensional molecular profiling of
cellular environments at subcellular resolution. However, identifying and characterizing …
cellular environments at subcellular resolution. However, identifying and characterizing …
[HTML][HTML] Spatial CRISPR genomics identifies regulators of the tumor microenvironment
While CRISPR screens are hel** uncover genes regulating many cell-intrinsic processes,
existing approaches are suboptimal for identifying extracellular gene functions, particularly …
existing approaches are suboptimal for identifying extracellular gene functions, particularly …
Clinical application of advanced multi-omics tumor profiling: Sha** precision oncology of the future
D Akhoundova, MA Rubin - Cancer Cell, 2022 - cell.com
Next-generation DNA sequencing technology has dramatically advanced clinical oncology
through the identification of therapeutic targets and molecular biomarkers, leading to the …
through the identification of therapeutic targets and molecular biomarkers, leading to the …
Temporal and spatial topography of cell proliferation in cancer
Proliferation is a fundamental trait of cancer cells, but its properties and spatial organization
in tumours are poorly characterized. Here we use highly multiplexed tissue imaging to …
in tumours are poorly characterized. Here we use highly multiplexed tissue imaging to …
[HTML][HTML] Systems biology at the giga-scale: Large multiscale models of complex, heterogeneous multicellular systems
Agent-based modelling has proven its usefulness in several biomedical projects by
explaining and uncovering mechanisms in diseases. Nevertheless, the scenarios addressed …
explaining and uncovering mechanisms in diseases. Nevertheless, the scenarios addressed …
Deconstructing pancreatic cancer using next generation-omic technologies–from discovery to knowledge-guided platforms for better patient management
D Schreyer, JP Neoptolemos, ST Barry… - Frontiers in Cell and …, 2022 - frontiersin.org
Comprehensive molecular landsca** studies reveal a potentially brighter future for
pancreatic ductal adenocarcinoma (PDAC) patients. Blood-borne biomarkers obtained from …
pancreatic ductal adenocarcinoma (PDAC) patients. Blood-borne biomarkers obtained from …
Game of clones: Battles in the field of carcinogenesis
Recent advances in bulk sequencing approaches as well as genomic decoding at the single-
cell level have revealed surprisingly high somatic mutational burdens in normal tissues, as …
cell level have revealed surprisingly high somatic mutational burdens in normal tissues, as …
Leveraging single‐cell sequencing to unravel intratumour heterogeneity and tumour evolution in human cancers
Intratumour heterogeneity (ITH) and tumour evolution are well‐documented phenomena in
human cancers. While the advent of next‐generation sequencing technologies has …
human cancers. While the advent of next‐generation sequencing technologies has …