Back to search

Article

A Comprehensive Review on Deep Learning for Genomics and AI in Drug Discovery

2025-07-03

Abstract excerpt

The convergence of deep learning with genomics and artificial intelligence in drug discovery represents a transformative paradigm in biomedical research, offering unprecedented opportunities to accelerate scientific discovery and revolutionize healthcare. This comprehensive review examines the current applications, advancements, and future potential of deep learning technologies across genomic data analysis and ph...

Topics

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

Identifiers and source

Literature Corpus work
97373809-3579-5d07-896b-72e5e1f826d1
DOI
10.20944/preprints202507.0260.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
A Comprehensive Review on Deep Learning for Genomics and AI in Drug DiscoveryDOI 10.20944/preprints202507.0260.v1
From genomics to clinic: the transformative impact of AI in pharmacogenomics and personalized medicine.Semantic proximity
Artificial Intelligence in Drug Discovery: A New Paradigm from Target Identification to Clinical TranslationSemantic proximity
Drug Discovery in the Era of Artificial Intelligence: From Target Identification to Clinical TrialsSemantic proximity
From Genomics to AI: Revolutionizing Precision Medicine in OncologySemantic proximity
Integrating Genomic Data with Deep Learning for Personalized Cancer TreatmentSemantic proximity
Convolutional neural networks (CNNs): concepts and applications in pharmacogenomics.Semantic proximity
Integrating Artificial Intelligence with Genomic and Biomarker Data for the Advancement of Personalized Therapeutics in a Human-Centric FrameworkSemantic proximity
Artificial Intelligence Meets Drug Discovery: A Systematic Review on AI-Powered Target Identification and Molecular DesignSemantic proximity
AI and Machine Learning in Biology: From Genes to ProteinsSemantic proximity
Deep learning–driven multi-omics analysis: enhancing cancer diagnostics and therapeuticsSemantic proximity
Identification of targets for drug repurposing to treat COVID-19 using a Deep Learning Neural NetworkSemantic proximity
Artificial Intelligence and Genomic Data Analysis: New Frontiers in Precision MedicineSemantic proximity
Select a neighboring publication to make it the new centre.