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Chengzhong Ye
Chengzhong Ye
E-mailová adresa ověřena na: berkeley.edu
Název
Citace
Citace
Rok
Single-cell profiling of breast cancer T cells reveals a tissue-resident memory subset associated with improved prognosis
P Savas, B Virassamy, C Ye, A Salim, CP Mintoff, F Caramia, R Salgado, ...
Nature medicine 24 (7), 986-993, 2018
9522018
Data denoising with transfer learning in single-cell transcriptomics
J Wang, D Agarwal, M Huang, G Hu, Z Zhou, C Ye, NR Zhang
Nature methods 16 (9), 875-878, 2019
1862019
Surface protein imputation from single cell transcriptomes by deep neural networks
Z Zhou, C Ye, J Wang, NR Zhang
Nature communications 11 (1), 651, 2020
842020
DECENT: differential expression with capture efficiency adjustmeNT for single-cell RNA-seq data
C Ye, TP Speed, A Salim
Bioinformatics 35 (24), 5155-5162, 2019
532019
Cross-protein transfer learning substantially improves disease variant prediction
M Jagota, C Ye, C Albors, R Rastogi, A Koehl, N Ioannidis, YS Song
Genome Biology 24 (1), 1-19, 2023
372023
GPN-MSA: an alignment-based DNA language model for genome-wide variant effect prediction
G Benegas, C Albors, AJ Aw, C Ye, YS Song
bioRxiv, 2023.10. 10.561776, 2024
172024
Genomic language models: opportunities and challenges
G Benegas, C Ye, C Albors, JC Li, YS Song
Trends in Genetics, 2025
122025
Learning epistatic polygenic phenotypes with Boolean interactions
M Behr, K Kumbier, A Cordova-Palomera, M Aguirre, O Ronen, C Ye, ...
Plos one 19 (4), e0298906, 2024
92024
Publisher Correction: Single-cell profiling of breast cancer T cells reveals a tissue-resident memory subset associated with improved prognosis.
P Savas, B Virassamy, C Ye, A Salim, CP Mintoff, F Caramia, R Salgado, ...
Nature medicine 24 (12), 1941-1941, 2018
92018
A DNA language model based on multispecies alignment predicts the effects of genome-wide variants
G Benegas, C Albors, AJ Aw, C Ye, YS Song
Nature Biotechnology, 1-6, 2025
12025
Characterization of high TIL breast cancers reveals a prognostic and functionally distinct tissue-resident memory subpopulation
P Savas, B Virassamy, C Ye, A Salim, CP Mintoff, F Caramia, R Salgado, ...
CANCER RESEARCH 79 (4), 2019
2019
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Články 1–11