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06/09/2023
Incorporating Prior Knowledge in Deep Learning Models via Pathway Activity Autoencoders
Motivation: Despite advances in the computational analysis of high-throu...
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06/21/2022
Multi-Omic Data Integration and Feature Selection for Survival-based Patient Stratification via Supervised Concrete Autoencoders
Cancer is a complex disease with significant social and economic impact....
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04/02/2021
Weekly Bayesian modelling strategy to predict deaths by COVID-19: a model and case study for the state of Santa Catarina, Brazil
Background: The novel coronavirus pandemic has affected Brazil's Santa C...
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01/23/2019