Genai For Drug Discovery And Development
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Zenodo
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| Natura: | Recurso digital |
| Lingua: | inglese |
| Pubblicazione: |
Zenodo
2025
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| _version_ | 1866902228629979136 |
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| author | Gopalakrishnan Mahadevan |
| author_facet | Gopalakrishnan Mahadevan |
| contents | <p><span lang="EN-US">GenAI’s introduction into drug discovery and development is changing the way pharmaceutical research is done by making the process swifter, less expensive, and more creative. It is slow, costly, and many drugs fail when developing them the traditional way. GenAI that relies on deep learning and natural language processing is powerful for discovering which activities drugs could have, for making new drug candidates, and for making drugs work better. Furthermore, it is useful for early diagnostics, finding biomarkers, and predictive modeling by handling big biomedical datasets efficiently. We aim to determine how GenAI can help pharmaceutical research through better early drug innovation, more targeted treatment, and better optimization of clinical trials. GenAI is changing the way drugs are discovered by bringing greater efficiency, accuracy, and cost-effectiveness.</span></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17090172 |
| institution | Zenodo |
| language | eng |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Genai For Drug Discovery And Development Gopalakrishnan Mahadevan Generative AI, Drug Discovery, Pharmaceutical Innovation, clinical trials] <p><span lang="EN-US">GenAI’s introduction into drug discovery and development is changing the way pharmaceutical research is done by making the process swifter, less expensive, and more creative. It is slow, costly, and many drugs fail when developing them the traditional way. GenAI that relies on deep learning and natural language processing is powerful for discovering which activities drugs could have, for making new drug candidates, and for making drugs work better. Furthermore, it is useful for early diagnostics, finding biomarkers, and predictive modeling by handling big biomedical datasets efficiently. We aim to determine how GenAI can help pharmaceutical research through better early drug innovation, more targeted treatment, and better optimization of clinical trials. GenAI is changing the way drugs are discovered by bringing greater efficiency, accuracy, and cost-effectiveness.</span></p> |
| title | Genai For Drug Discovery And Development |
| topic | Generative AI, Drug Discovery, Pharmaceutical Innovation, clinical trials] |
| url | https://doi.org/10.5281/zenodo.17090172 |