Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"Single-Cell Foundation Models"”.
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Towards Network-Guided Large-Scale Foundation Models on Single-Cell Transcriptomics
Large-scale pretrained models known as foundation models, have made breakthrough progress in the fields like NLP and computer vision. Recently, transformer-based foundation models tailored for single-cell RNA sequencing (scRNA-seq) data have shown significant potential in interpreting the …
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Characterization, representation, and prediction of immune cell states using single-cell sequencing and machine learning
… yet the high-resolution assessment of immune cell states remains a significant challenge. The advent of single-cell sequencing has revolutionized this research field by enabling the profiling of individual cellular transcriptomes. However, the resulting high-dimensional datasets are frequently …