Artificial Intelligence in Oncology Drug Discovery and Development
There exists a profound conflict at the heart of oncology drug development. The efficiency of the drug development process is falling, leading to higher costs per approved drug, at the same time personalised medicine is limiting the target market of each new medicine. Even as the global economic bur...
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| Format: | Online |
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| Language: | English |
| Published: |
InTechOpen
2021
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| Online Access: | OCN: 1198600738 |
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| collection | Directory of Open Access Books |
| description | There exists a profound conflict at the heart of oncology drug development. The efficiency of the drug development process is falling, leading to higher costs per approved drug, at the same time personalised medicine is limiting the target market of each new medicine. Even as the global economic burden of cancer increases, the current paradigm in drug development is unsustainable. In this book, we discuss the development of techniques in machine learning for improving the efficiency of oncology drug development and delivering cost-effective precision treatment. We consider how to structure data for drug repurposing and target identification, how to improve clinical trials and how patients may view artificial intelligence. |
| format | Online |
| id | doab-20.500.12854ir-29768 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | InTechOpen |
| publisherStr | InTechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-297682025-07-21T15:57:40Z Artificial Intelligence in Oncology Drug Discovery and Development Cassidy, John W. Taylor, Belle Computers Artificial Intelligence General thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence There exists a profound conflict at the heart of oncology drug development. The efficiency of the drug development process is falling, leading to higher costs per approved drug, at the same time personalised medicine is limiting the target market of each new medicine. Even as the global economic burden of cancer increases, the current paradigm in drug development is unsustainable. In this book, we discuss the development of techniques in machine learning for improving the efficiency of oncology drug development and delivering cost-effective precision treatment. We consider how to structure data for drug repurposing and target identification, how to improve clinical trials and how patients may view artificial intelligence. 2021-02-10T13:35:28Z 2021-02-10T13:35:28Z 2020-12-15T13:26:56Z 2020 book OCN: 1198600738 https://library.oapen.org/handle/20.500.12657/43405 9781789858983 https://directory.doabooks.org/handle/20.500.12854/29768 eng open access image/jpeg image/jpeg image/jpeg n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/43405/1/external_content.pdf https://library.oapen.org/bitstream/20.500.12657/43405/1/external_content.pdf https://library.oapen.org/bitstream/20.500.12657/43405/1/external_content.pdf InTechOpen IntechOpen https://doi.org/10.5772/intechopen.88376 https://doi.org/10.5772/intechopen.88376 035ecc65-6737-43cf-a13a-6bdf67ce01f4 Knowledge Unlatched 9781789858983 Knowledge Unlatched (KU) IntechOpen open access |
| spellingShingle | Computers Artificial Intelligence General thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence Artificial Intelligence in Oncology Drug Discovery and Development |
| title | Artificial Intelligence in Oncology Drug Discovery and Development |
| title_full | Artificial Intelligence in Oncology Drug Discovery and Development |
| title_fullStr | Artificial Intelligence in Oncology Drug Discovery and Development |
| title_full_unstemmed | Artificial Intelligence in Oncology Drug Discovery and Development |
| title_short | Artificial Intelligence in Oncology Drug Discovery and Development |
| title_sort | artificial intelligence in oncology drug discovery and development |
| topic | Computers Artificial Intelligence General thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| topic_facet | Computers Artificial Intelligence General thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence |
| url | OCN: 1198600738 |