Search Results for author: Wellington Muchero

Found 2 papers, 0 papers with code

Deep neural network improves the estimation of polygenic risk scores for breast cancer

no code implementations24 Jul 2023 Adrien Badré, Li Zhang, Wellington Muchero, Justin C. Reynolds, Chongle Pan

In the test cohort with 50% prevalence, the Area Under the receiver operating characteristic Curve (AUC) were 67. 4% for DNN, 64. 2% for BLUP, 64. 5% for BayesA, and 62. 4% for LDpred.

Deep Learning for Reference-Free Geolocation for Poplar Trees

no code implementations31 Jan 2023 Cai W. John, Owen Queen, Wellington Muchero, Scott J. Emrich

A core task in precision agriculture is the identification of climatic and ecological conditions that are advantageous for a given crop.

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