Lana X. Garmire
University of Michigan(US)Michigan Medicine(US)
Publications by Year
Research Areas
Single-cell and spatial transcriptomics, Cancer Genomics and Diagnostics, Pregnancy and preeclampsia studies, Gestational Diabetes Research and Management, Bioinformatics and Genomic Networks
Most-Cited Works
- → Deep Learning–Based Multi-Omics Integration Robustly Predicts Survival in Liver Cancer(2017)1,041 cited
- → Single-Cell Transcriptomics Bioinformatics and Computational Challenges(2016)131 cited
- → Detecting heterogeneity in single-cell RNA-Seq data by non-negative matrix factorization(2017)96 cited
- → Using single nucleotide variations in single-cell RNA-seq to identify subpopulations and genotype-phenotype linkage(2018)88 cited
- → Using single‐cell multiple omics approaches to resolve tumor heterogeneity(2017)85 cited
- → Deep Learning based multi-omics integration robustly predicts survival in liver cancer(2017)84 cited
- → The Pediatric Cell Atlas: Defining the Growth Phase of Human Development at Single-Cell Resolution(2019)68 cited
- → Computational Methods for Single-Cell Multi-Omics Integration and Alignment(2022)67 cited
- → Challenges and perspectives in computational deconvolution of genomics data(2024)61 cited
- → Using epigenomics data to predict gene expression in lung cancer(2015)56 cited