Spatially informed Bayesian neural network for neurodegenerative diseases classification
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9604
Abstract: Magnetic resonance imaging (MRI) plays an increasingly important role in the diagnosis and prognosis of neurodegenerative diseases. One field of extensive clinical use of MRI is the accurate and automated classification of degenerative disorders. Most… read more here.
Keywords: neural network; bayesian neural; informed bayesian; spatially informed ... See more keywords
Abstract A036: Genomic alterations associate with distinct tumor dynamics in NSCLC: A genomics-informed Bayesian hierarchical modeling approach
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DOI: 10.1158/1557-3265.aimachine-a036
Abstract: Understanding and predicting individual tumor dynamics is critical for personalizing cancer treatment, yet clinical application of mathematical models remains limited due to sparse longitudinal data and failure to integrate biological features beyond tumor size. We… read more here.
Keywords: cancer; tumor; genomic alterations; genomics informed ... See more keywords