Theranostics · 2024 · 11 citations · 43 references
MedicineOncologyUrologyMulti-omics IntegrationPrecision MedicineProstate DiseaseComputational OncologyMulti-omics Biomarker DiscoveryMulti-omics Data FusionProstate BiopsyProstate CancerProstate PathologyGleason ScoringManagement Of High-risk PatientsProstate Cancer DiagnosisProstate Cancer HistopathologyProstate Cancer PrognosisProstate Cancer Risk StratificationProstate Tumor ClassificationRisk Stratification For Biopsy
: The findings demonstrate a superior assessment of the developed multiomics-based ML model in whole-mount GG compared to the current clinical baseline of bxGG. This enables personalized patient management by identifying high-risk PCa patients for RP.
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Rebecca L. Siegel, Kimberly D. Miller, Hannah E. Fuchs et al. · CA A Cancer Journal for Clinicians · 2022 · 18.2K citations · Full text
Computational Radiomics System to Decode the Radiographic Phenotype
Joost J. M. van Griethuysen, Andriy Fedorov, Chintan Parmar et al. · Cancer Research · 2017 · 6.5K citations · Full text
CADD: predicting the deleteriousness of variants throughout the human genome
Philipp Rentzsch, Daniela Witten, Gregory M. Cooper et al. · Nucleic Acids Research · 2018 · 3.9K citations · Full text