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Yunan Luo
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Citace
Citace
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A network integration approach for drug-target interaction prediction and computational drug repositioning from heterogeneous information
Y Luo, X Zhao, J Zhou, J Yang, Y Zhang, W Kuang, J Peng, L Chen, ...
Nature communications 8 (1), 573, 2017
6892017
An integrative drug repositioning framework discovered a potential therapeutic agent targeting COVID-19
Y Ge, T Tian, S Huang, F Wan, J Li, S Li, X Wang, H Yang, L Hong, N Wu, ...
Signal transduction and targeted therapy 6 (1), 165, 2021
241*2021
Enzyme function prediction using contrastive learning
T Yu, H Cui, JC Li, Y Luo, G Jiang, H Zhao
Science 379 (6639), 1358-1363, 2023
1402023
STAIR: A generic and fully-automated method to fuse multiple sources of optical satellite data to generate a high-resolution, daily and cloud-/gap-free surface reflectance product
Y Luo, K Guan, J Peng
Remote Sensing of Environment 214, 87-99, 2018
1272018
ECNet is an evolutionary context-integrated deep learning framework for protein engineering
Y Luo, G Jiang, T Yu, Y Liu, L Vo, H Ding, Y Su, WW Qian, H Zhao, J Peng
Nature communications 12 (1), 5743, 2021
1232021
Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients
J Ma, SH Fong, Y Luo, CJ Bakkenist, JP Shen, S Mourragui, LFA Wessels, ...
Nature Cancer 2 (2), 233-244, 2021
1182021
Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the US Corn Belt using Planet Labs CubeSat and STAIR fusion data
H Kimm, K Guan, C Jiang, B Peng, LF Gentry, SC Wilkin, S Wang, Y Cai, ...
Remote Sensing of Environment 239, 111615, 2020
1112020
When causal inference meets deep learning
Y Luo, J Peng, J Ma
Nature Machine Intelligence 2 (8), 426-427, 2020
952020
Deep geometric representations for modeling effects of mutations on protein-protein binding affinity
X Liu, Y Luo, P Li, S Song, J Peng
PLoS computational biology 17 (8), e1009284, 2021
87*2021
Crowdsourced mapping of unexplored target space of kinase inhibitors
A Cichońska, B Ravikumar, RJ Allaway, F Wan, S Park, O Isayev, S Li, ...
Nature communications 12 (1), 3307, 2021
642021
Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth
AL Tarca, BA Pataki, R Romero, M Sirota, Y Guan, R Kutum, ...
Cell Reports Medicine 2 (6), 2021
602021
Sequence modeling of temporal credit assignment for episodic reinforcement learning
Y Liu, Y Luo, Y Zhong, X Chen, Q Liu, J Peng
arXiv preprint arXiv:1905.13420, 2019
422019
Metagenomic binning through low-density hashing
Y Luo, YW Yu, J Zeng, B Berger, J Peng
Bioinformatics 35 (2), 219-226, 2019
392019
DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network
K Xu, K Guan, J Peng, Y Luo, S Wang
arXiv preprint arXiv:1911.03607, 2019
302019
Integrating thermodynamic and sequence contexts improves protein-RNA binding prediction
Y Su, Y Luo, X Zhao, Y Liu, J Peng
PLoS computational biology 15 (9), e1007283, 2019
252019
Characterization of SARS-CoV-2 viral diversity within and across hosts
P Sashittal, Y Luo, J Peng, M El-Kebir
BioRxiv, 2020.05. 07.083410, 2020
212020
Evolutionary context-integrated deep sequence modeling for protein engineering
Y Luo, L Vo, H Ding, Y Su, Y Liu, WW Qian, H Zhao, J Peng
Research in Computational Molecular Biology: 24th Annual International …, 2020
192020
Interpretable geometric deep learning via learnable randomness injection
S Miao, Y Luo, M Liu, P Li
International Conference on Learning Representations, 2023
182023
STAIR 2.0: A generic and automatic algorithm to fuse modis, landsat, and Sentinel-2 to generate 10 m, daily, and cloud-/gap-free surface reflectance product
Y Luo, K Guan, J Peng, S Wang, Y Huang
Remote Sensing 12 (19), 3209, 2020
182020
Next Decade’s AI-based drug development features tight integration of data and computation
Y Luo, J Peng, J Ma
Health Data Science, 2022
152022
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Články 1–20