Guillaume P. Ramstein

Evolutionarily informed deep learning methods for predicting relative transcript abundance from DNA sequence

Jacob D. Washburn, Maria Katherine Mejía‐Guerra, Guillaume P. Ramstein et al. · Proceedings of the National Academy of Sciences · 2019 · 192 citations · Full text

Phylogenomic discovery of deleterious mutations facilitates hybrid potato breeding

Yaoyao Wu, Dawei Li, Yong Hu et al. · Cell · 2023 · 111 citations · Full text

A sorghum practical haplotype graph facilitates genome‐wide imputation and cost‐effective genomic prediction

Sarah E. Jensen, Jean Rigaud Charles, Kebede T. Muleta et al. · The Plant Genome · 2020 · 84 citations · Full text

Genetics, Genomics, Genomic Selection +16

Predicting phenotypes from genetic, environment, management, and historical data using CNNs

Jacob D. Washburn, Emre Çimen, Guillaume P. Ramstein et al. · Theoretical and Applied Genetics · 2021 · 51 citations

Phenomics, Genetics, Historical Data +8

Dominance Effects and Functional Enrichments Improve Prediction of Agronomic Traits in Hybrid Maize

Guillaume P. Ramstein, Sara J. Larsson, Jason P. Cook et al. · Genetics · 2020 · 45 citations · Full text