Research graph
References from GGE: General-purpose deep meta-learning for classification of human transcriptomes with limited data. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1371/journal.pcbi.1011630
10.1371/journal.pcbi.1011630 · External reference
10.1093/bib/bbaa019
10.1093/bib/bbaa019 · External reference
A survey of deep meta-learning
10.1007/s10462-021-10004-4 · 2021 · External reference
Transfer learning: a friendly introduction
10.1186/s40537-022-00652-w · 2022 · External reference
GraphEGFR: Multi-task and transfer learning based on molecular graph attention mechanism and fingerprints improving inhibitor bioactivity prediction for EGFR family proteins on data scarcity
10.1002/jcc.27388 · 2024 · External reference
MARS: discovering novel cell types across heterogeneous single-cell experiments
10.1038/s41592-020-00979-3 · 2020 · External reference
10.1101/2024.04.25.591050
10.1101/2024.04.25.591050 · External reference
10.1186/s12859-022-04807-7
10.1186/s12859-022-04807-7 · External reference
Improving molecular property prediction through a task similarity enhanced transfer learning strategy
10.1016/j.isci.2022.105231 · 2022 · External reference
A meta-learning framework to mitigate negative transfer in transfer learning applicable to drug design
10.1038/s41598-025-22058-3 · 2025 · External reference
Meta-Learning on Augmented Gene Expression Profiles for Enhanced Lung Cancer Detection
2025 · External reference
10.1101/2024.04.25.591050
10.1101/2024.04.25.591050 · External reference
Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients
10.1038/s43018-020-00169-2 · 2021 · External reference
10.1038/s41591-024-03092-6
10.1038/s41591-024-03092-6 · External reference
Distinct gene programs underpinning disease tolerance and resistance in influenza virus infection
10.1016/j.cels.2022.11.004 · 2022 · External reference
An integrative model of cardiometabolic traits identifies two types of metabolic syndrome
10.7554/elife.61710 · 2021 · External reference
Sepsis pathogenesis and outcome are shaped by the balance between the transcriptional states of systemic inflammation and antimicrobial response
10.1016/j.xcrm.2024.101829 · 2024 · External reference
10.48550/arxiv.1703.03400
10.48550/arxiv.1703.03400 · External reference
Unresolved reference
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A tutorial on calibration measurements and calibration models for clinical prediction models
10.1093/jamia/ocz228 · 2020 · External reference
10.1038/s41568-024-00763-x
10.1038/s41568-024-00763-x · External reference
Translocator protein (18kDA) (TSPO) marks mesenchymal glioblastoma cell populations characterized by elevated numbers of tumor-associated macrophages
10.1186/s40478-023-01651-5 · 2023 · External reference
miR-200c-3p, miR-222-5p, and miR-512-3p Constitute a Biomarker Signature of Sorafenib Effectiveness in Advanced Hepatocellular Carcinoma
10.3390/cells11172673 · 2022 · External reference
10.1101/2024.01.29.24301949
10.1101/2024.01.29.24301949 · External reference
