Article

Multi-Modal Large Language Model Enables All-Purpose Prediction of Drug Mechanisms and Properties

2024-10-11

Abstract excerpt

<title>Abstract</title> <p>Accurately predicting the mechanisms and properties of potential drug molecules is essential for advancing drug discovery. However, traditional methods often require the development of specialized models for each specific prediction task, resulting in inefficiencies in both model training and integration into workflows. Moreover, these approaches are typically limited to predicting phar...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 2a7fdedc-b5ca-5c9b-be8d-db76e4187901
DOI: 10.21203/rs.3.rs-5222656/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Multi-Modal Large Language Model Enables All-Purpose Prediction of Drug Mechanisms and PropertiesDOI 10.21203/rs.3.rs-5222656/v1Read

Multi-Modal Large Language Model Enables All-Purpose Prediction of Drug Mechanisms and PropertiesSemantic proximity Read

Multi-Modal Large Language Model Enables Protein Function PredictionSemantic proximity Read

Searching the Druggable Genome using Large Language ModelsSemantic proximity Read

Multi-Modal Large Language Model Enables Protein Function PredictionSemantic proximity Read

Rx-LLM: a benchmarking suite to evaluate safe large language model performance for medication-related tasksSemantic proximity Read

Fine-tuned large language models for answering questions about full-text biomedical research studiesSemantic proximity Read

KnowMol: A Knowledge-Guided Multi-Agent Framework for Interpretable Drug–Target Interaction Prediction, Validated in PRMT3-Targeted NAFLD TherapySemantic proximity Read

Benchmarking Large Language Models for Replication of Guideline-Based PGx RecommendationsSemantic proximity Read

Dual Inference Routes for Natural Language Hypothesis Generation in Multimodal Drug Discovery: An Early Experimentation StudySemantic proximity Read

DeepTCM1.0: A Multi-Expert AI Agent for Deciphering Mechanisms of Chinese Herbal Formulae Based on General Large Language ModelsSemantic proximity Read

DrugReX: an explainable drug repurposing system powered by large language models and literature-based knowledge graphSemantic proximity Read

Genolator: A Multimodal Large Language Model Fusing Natural Language, Genomic, and Structural Tokens for Protein Function InterpretationSemantic proximity Read