Biomolecular Data Science—in Honor of Professor Philip E. Bourne
This reprint includes 14 articles in Biomedical Data Science in honor of Professor Philip Bourne. Contributed by world-renowned experts, these articles cover a broad range of topics in machine learning, biophysics, bioinformatics, and systems biology.
Kaydedildi:
| Materyal Türü: | Online |
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| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| Konular: | |
| Online Erişim: | ONIX_20230911_9783036586113_85 |
| Etiketler: |
Etiket eklenmemiş, İlk siz ekleyin!
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| _version_ | 1869521002499670016 |
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| collection | Directory of Open Access Books |
| description | This reprint includes 14 articles in Biomedical Data Science in honor of Professor Philip Bourne. Contributed by world-renowned experts, these articles cover a broad range of topics in machine learning, biophysics, bioinformatics, and systems biology. |
| format | Online |
| id | doab-20.500.12854ir-113952 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1139522024-03-28T03:33:32Z Biomolecular Data Science—in Honor of Professor Philip E. Bourne Mura, Cameron Xie, Lei structure-based drug discovery ligand binding sites deep learning graph neural network CRISPR/Cas9 genome editing machine learning SHAP values binding energy off-targets drug discovery retrosynthesis reaction template recurrent neural network and graph neural network mutational signatures smoking lung cancers APOBEC immune response to smoking cell-type composition goblet cells ciliated cells basal cells Protein Data Bank Open Access Worldwide Protein Data Bank macromolecular crystallography cryogenic electron microscopy cryogenic electron tomography electron crystallography micro-electron diffraction nuclear magnetic resonance spectroscopy biological macromolecules proteins nucleic acids DNA RNA carbohydrates small-molecule ligands social determinants of health electronic health records real-world evidence census tract data science protein database search tool prioritization algorithm drug repositioning quantum machine learning quantum metric learning kernel method kernel classifiers structural bioinformatics function annotation specificity annotation MSA entropy variability amino acids Philip Bourne FAIR bioinformatics n/a protein kinases functional families KinFams KinBase classification large language models pharmacovigilance social media drugs of abuse DNA sequencing read classification metagenomics thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PS Biology, life sciences This reprint includes 14 articles in Biomedical Data Science in honor of Professor Philip Bourne. Contributed by world-renowned experts, these articles cover a broad range of topics in machine learning, biophysics, bioinformatics, and systems biology. 2023-09-11T12:09:36Z 2023-09-11T12:09:36Z 2023 book ONIX_20230911_9783036586113_85 9783036586113 9783036586106 https://directory.doabooks.org/handle/20.500.12854/113952 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/7796 https://mdpi.com/books/pdfview/book/7796 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-8610-6 10.3390/books978-3-0365-8610-6 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036586113 9783036586106 232 open access |
| spellingShingle | structure-based drug discovery ligand binding sites deep learning graph neural network CRISPR/Cas9 genome editing machine learning SHAP values binding energy off-targets drug discovery retrosynthesis reaction template recurrent neural network and graph neural network mutational signatures smoking lung cancers APOBEC immune response to smoking cell-type composition goblet cells ciliated cells basal cells Protein Data Bank Open Access Worldwide Protein Data Bank macromolecular crystallography cryogenic electron microscopy cryogenic electron tomography electron crystallography micro-electron diffraction nuclear magnetic resonance spectroscopy biological macromolecules proteins nucleic acids DNA RNA carbohydrates small-molecule ligands social determinants of health electronic health records real-world evidence census tract data science protein database search tool prioritization algorithm drug repositioning quantum machine learning quantum metric learning kernel method kernel classifiers structural bioinformatics function annotation specificity annotation MSA entropy variability amino acids Philip Bourne FAIR bioinformatics n/a protein kinases functional families KinFams KinBase classification large language models pharmacovigilance social media drugs of abuse DNA sequencing read classification metagenomics thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PS Biology, life sciences Biomolecular Data Science—in Honor of Professor Philip E. Bourne |
| title | Biomolecular Data Science—in Honor of Professor Philip E. Bourne |
| title_full | Biomolecular Data Science—in Honor of Professor Philip E. Bourne |
| title_fullStr | Biomolecular Data Science—in Honor of Professor Philip E. Bourne |
| title_full_unstemmed | Biomolecular Data Science—in Honor of Professor Philip E. Bourne |
| title_short | Biomolecular Data Science—in Honor of Professor Philip E. Bourne |
| title_sort | biomolecular data science in honor of professor philip e bourne |
| topic | structure-based drug discovery ligand binding sites deep learning graph neural network CRISPR/Cas9 genome editing machine learning SHAP values binding energy off-targets drug discovery retrosynthesis reaction template recurrent neural network and graph neural network mutational signatures smoking lung cancers APOBEC immune response to smoking cell-type composition goblet cells ciliated cells basal cells Protein Data Bank Open Access Worldwide Protein Data Bank macromolecular crystallography cryogenic electron microscopy cryogenic electron tomography electron crystallography micro-electron diffraction nuclear magnetic resonance spectroscopy biological macromolecules proteins nucleic acids DNA RNA carbohydrates small-molecule ligands social determinants of health electronic health records real-world evidence census tract data science protein database search tool prioritization algorithm drug repositioning quantum machine learning quantum metric learning kernel method kernel classifiers structural bioinformatics function annotation specificity annotation MSA entropy variability amino acids Philip Bourne FAIR bioinformatics n/a protein kinases functional families KinFams KinBase classification large language models pharmacovigilance social media drugs of abuse DNA sequencing read classification metagenomics thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PS Biology, life sciences |
| topic_facet | structure-based drug discovery ligand binding sites deep learning graph neural network CRISPR/Cas9 genome editing machine learning SHAP values binding energy off-targets drug discovery retrosynthesis reaction template recurrent neural network and graph neural network mutational signatures smoking lung cancers APOBEC immune response to smoking cell-type composition goblet cells ciliated cells basal cells Protein Data Bank Open Access Worldwide Protein Data Bank macromolecular crystallography cryogenic electron microscopy cryogenic electron tomography electron crystallography micro-electron diffraction nuclear magnetic resonance spectroscopy biological macromolecules proteins nucleic acids DNA RNA carbohydrates small-molecule ligands social determinants of health electronic health records real-world evidence census tract data science protein database search tool prioritization algorithm drug repositioning quantum machine learning quantum metric learning kernel method kernel classifiers structural bioinformatics function annotation specificity annotation MSA entropy variability amino acids Philip Bourne FAIR bioinformatics n/a protein kinases functional families KinFams KinBase classification large language models pharmacovigilance social media drugs of abuse DNA sequencing read classification metagenomics thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PS Biology, life sciences |
| url | ONIX_20230911_9783036586113_85 |