LLM

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Meet AutoBA: A New Tool Making Bioinformatics Analysis Easy
BySonal Keni September 20, 2023December 21, 2023
Recent advancements in technology have now made it feasible for scientific researchers to be able to collect large amounts of biological data using a huge variety of methods, thus allowing scientists to make insightful conclusions. However, these datasets are so massive that they can’t be analyzed manually. Instead, various computational tools are used to make…
Read More Meet AutoBA: A New Tool Making Bioinformatics Analysis Easy
AI | Bioinformatics | Cancer | Covid-19 News | Drug Discovery | Infectious Diseases | LLM | News | Paper Summary | Sequencing | Tools | Trending | Virus
CodonBERT: A New Large Language Model Could Help Design Optimized mRNA Vaccines and Therapeutics
BySwasti Tyagi September 19, 2023October 22, 2026
A team of researchers at Digital R&D, Sanofi, USA, developed CodonBERT, a transformer-based large language model that is used for performing tasks related to mRNA protein prediction and analysis. It is trained by using codons as its input; 10 million sequences from a diverse range of organisms have been used to facilitate this. It selects…
Read More CodonBERT: A New Large Language Model Could Help Design Optimized mRNA Vaccines and Therapeutics
Bioinformatics | Cell | Genomics | LLM | News | Paper Summary | Sequencing | Transcriptomics | Trending
Large Language Models Meet Single Cell Transcriptomics: Unlocking Biological Insights with Cell2Sentence
ByPrachi Khare September 18, 2023November 29, 2023
Large language models, such as GPT (Generative Pre-trained Transformer), have showcased remarkable proficiency in various natural language processing tasks. Their ability to understand and generate text akin to human speech has paved the way for their widespread application across diverse domains. However, integrating these language models into specialized disciplines like biology has been challenging. This…
Read More Large Language Models Meet Single Cell Transcriptomics: Unlocking Biological Insights with Cell2Sentence
AI | Bioengineering | Bioinformatics | LLM | News | OMICS | Paper Summary | Proteomics | Trending
PeptideBERT: A Transformer-based Language Model for Predicting Peptide Properties using Amino Acid Sequences
BySwasti Tyagi September 14, 2023September 14, 2023
Scientists at Carnegie Mellon University, USA, introduced PeptideBERT, a language model that is capable of predicting the properties of proteins and peptides solely based on sequences provided to it without requiring structural data. In this study, activities related to hemolysis, non-fouling, and solubility of peptides are taken into consideration for predicting the proteins. The model…
Read More PeptideBERT: A Transformer-based Language Model for Predicting Peptide Properties using Amino Acid Sequences
AI | Bioinformatics | Genomics | LLM | News | Paper Summary | Tools | Trending
Answering Genomics Questions with Precision: GeneGPT Bridges the Gap Between LLMs and Biomedical Information
ByAditi Sarkar August 14, 2023February 26, 2024
Scientists from the National Library of Medicine (NLM), National Institutes of Health (NIH), and University of Maryland, College Park, US, have presented GeneGPT, a Large Language Model (LLM) that is trained to use the Web APIs of the National Center for Biotechnology Information (NCBI) for generating answers to genomic questions. This pioneering attempt to intercalate…
Read More Answering Genomics Questions with Precision: GeneGPT Bridges the Gap Between LLMs and Biomedical Information

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