Publications by authors named "Rachana Murthy"
Article Synopsis
- Large language models learn language patterns through statistical methods, while ontologies provide symbolic knowledge that can enhance these models; both can work together effectively.
- The MaterioMiner dataset links materials mechanics concepts with textual data, featuring 179 classes annotated by three raters across four publications, leading to a total of 2191 curated entities.
- The study also evaluates annotation consistency among raters and demonstrates how pre-trained language models can be fine-tuned for named entity recognition, paving the way for advances in materials language models and knowledge graph creation.
Introduction: The patient is a 40-kg, 12-year-old Caucasian male with history of asthma who is undergoing an elective inguinal hernia repair. There is no family history of anesthesia-related complications. The surgery proceeds under general anesthesia with an IV induction with propofol, fentanyl, and succinylcholine; intubation under direct laryngoscopy; and maintenance with isoflurane.
View Article and Find Full Text PDFBackground: Type B GABA receptors (GABA Rs) play a critical role in synaptic transmission. We carried out studies to determine whether neuronal cell surface expression of GABAB-Rs might be regulated by the Nogo receptor 1 (NgR1).
Results: siRNA knock-down of NgR1 resulted in a selective increase of GABAB R1 and GABAB R2 protein without altering the expression of GABAA receptor or GAD65.
Pseudomonas aeruginosa, a major respiratory pathogen in cystic fibrosis (CF) patients, facilitates infection by other opportunistic pathogens. Burkholderia cenocepacia, which normally infects adolescent patients, encounters alginate elaborated by mucoid P. aeruginosa.
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