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Translation processes of Marte Hallem's book Fremmed Blod journeying from Norwegian to English, Finnish and Swedish
No full text"What you have not recorded, you have not done". Electronic Health Records in practical nurse's work.
No full textDriver Gene Detection via Causal Inference on Single Cell Embeddings
No full textDriver genes are pivotal in different biological processes. Current methods generally identify driver genes by associative analysis. Leveraging on the development of current large language models (LLM) in single cell genomics, we proposed a Causal inference based approach to Identify Driver genes (called CID) from scRNA-seq data. Through experiments on three different datasets, we show that CID can (1) identify biologically meaningful driver genes that have not been captured by current associative-analysis based methods, and (2) accurately predict the direction of expression changes in downstream target genes if a driver gene is knocked out. This study presents a resource-efficient in silico framework for identifying key regulatory genes from learned cell embeddings and simulated perturbations, thereby streamlining follow-up experiments and deepening our understanding of how gene-level interventions influence cellular phenotypes and disease
Metsänomistajan taustan vaikutus jatkuvan kasvatuksen käyttämiseen - haasteet ja kannustimet
No full textSupporting students with psychological symptoms from a classroom teacher’s perspective – methods, challenges and capacities
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