Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends
<p dir="ltr">The applications of nanoparticles (NPs) have shown tremendous growth during the last decade in the field of biomedicine. Although chemical and physical methods dominate large‐scale NP synthesis, such methods are also known for their adverse impact on the environment and...
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| مؤلفون آخرون: | , , , , , , |
| منشور في: |
2025
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| _version_ | 1864513538466250752 |
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| author | Vaisali Chandrasekar (16904526) |
| author2 | Anu Jayanthi Panicker (22330129) Ajay Vikram Singh (204056) Jolly Bhadra (14147823) Kishor Kumar Sadasivuni (8036039) Omar M. Aboumarzouk (14779240) Abdulla Al Ansari (14058060) Sarada Prasad Dakua (14151789) |
| author2_role | author author author author author author author |
| author_facet | Vaisali Chandrasekar (16904526) Anu Jayanthi Panicker (22330129) Ajay Vikram Singh (204056) Jolly Bhadra (14147823) Kishor Kumar Sadasivuni (8036039) Omar M. Aboumarzouk (14779240) Abdulla Al Ansari (14058060) Sarada Prasad Dakua (14151789) |
| author_role | author |
| dc.creator.none.fl_str_mv | Vaisali Chandrasekar (16904526) Anu Jayanthi Panicker (22330129) Ajay Vikram Singh (204056) Jolly Bhadra (14147823) Kishor Kumar Sadasivuni (8036039) Omar M. Aboumarzouk (14779240) Abdulla Al Ansari (14058060) Sarada Prasad Dakua (14151789) |
| dc.date.none.fl_str_mv | 2025-01-30T09:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1002/nano.202400118 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Artificial_Intelligence_Enabled_Biomineralization_for_Eco_Friendly_Nanomaterial_Synthesis_Charting_Future_Trends/30233665 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Biomedical and clinical sciences Clinical sciences Oncology and carcinogenesis Engineering Biomedical engineering Nanotechnology Health sciences Health services and systems artificial intelligence biomineralization biomedicine nanoparticles green synthesis |
| dc.title.none.fl_str_mv | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">The applications of nanoparticles (NPs) have shown tremendous growth during the last decade in the field of biomedicine. Although chemical and physical methods dominate large‐scale NP synthesis, such methods are also known for their adverse impact on the environment and health. In contrast, the use of biological systems provides a sustainable alternative for producing functional NPs by biomineralization process. The transformative power of artificial intelligence (AI) has been proven prudent in diagnosis, drug development, therapy, and clinical decision‐making. AI can be utilized for tailored design, synthesis, and NPs scale‐up for biomedical applications. The present review provides an overview of biomineralization process and its advantages over other eco‐friendly NP synthesis opportunities. Specific emphasis is provided on the application of NPs in cancer therapy and how the use of biologically compatible NPs can improve cancer management. Finally, to the best of our knowledge, the potential of integrating AI in NPs synthesis is comprehensively analyzed for the first time. Additionally, an overview on how AI can help surpass conventionally synthesized NP toxicity by integrating toxicology and material science is provided.</p><h2>Other Information</h2><p dir="ltr">Published in: Nano Select<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1002/nano.202400118" target="_blank">https://dx.doi.org/10.1002/nano.202400118</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_23f5bcd9fe3e35326db594bcbd84a8ed |
| identifier_str_mv | 10.1002/nano.202400118 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/30233665 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future TrendsVaisali Chandrasekar (16904526)Anu Jayanthi Panicker (22330129)Ajay Vikram Singh (204056)Jolly Bhadra (14147823)Kishor Kumar Sadasivuni (8036039)Omar M. Aboumarzouk (14779240)Abdulla Al Ansari (14058060)Sarada Prasad Dakua (14151789)Biomedical and clinical sciencesClinical sciencesOncology and carcinogenesisEngineeringBiomedical engineeringNanotechnologyHealth sciencesHealth services and systemsartificial intelligencebiomineralizationbiomedicinenanoparticlesgreen synthesis<p dir="ltr">The applications of nanoparticles (NPs) have shown tremendous growth during the last decade in the field of biomedicine. Although chemical and physical methods dominate large‐scale NP synthesis, such methods are also known for their adverse impact on the environment and health. In contrast, the use of biological systems provides a sustainable alternative for producing functional NPs by biomineralization process. The transformative power of artificial intelligence (AI) has been proven prudent in diagnosis, drug development, therapy, and clinical decision‐making. AI can be utilized for tailored design, synthesis, and NPs scale‐up for biomedical applications. The present review provides an overview of biomineralization process and its advantages over other eco‐friendly NP synthesis opportunities. Specific emphasis is provided on the application of NPs in cancer therapy and how the use of biologically compatible NPs can improve cancer management. Finally, to the best of our knowledge, the potential of integrating AI in NPs synthesis is comprehensively analyzed for the first time. Additionally, an overview on how AI can help surpass conventionally synthesized NP toxicity by integrating toxicology and material science is provided.</p><h2>Other Information</h2><p dir="ltr">Published in: Nano Select<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1002/nano.202400118" target="_blank">https://dx.doi.org/10.1002/nano.202400118</a></p>2025-01-30T09:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1002/nano.202400118https://figshare.com/articles/journal_contribution/Artificial_Intelligence_Enabled_Biomineralization_for_Eco_Friendly_Nanomaterial_Synthesis_Charting_Future_Trends/30233665CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/302336652025-01-30T09:00:00Z |
| spellingShingle | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends Vaisali Chandrasekar (16904526) Biomedical and clinical sciences Clinical sciences Oncology and carcinogenesis Engineering Biomedical engineering Nanotechnology Health sciences Health services and systems artificial intelligence biomineralization biomedicine nanoparticles green synthesis |
| status_str | publishedVersion |
| title | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends |
| title_full | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends |
| title_fullStr | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends |
| title_full_unstemmed | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends |
| title_short | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends |
| title_sort | Artificial Intelligence Enabled Biomineralization for Eco‐Friendly Nanomaterial Synthesis: Charting Future Trends |
| topic | Biomedical and clinical sciences Clinical sciences Oncology and carcinogenesis Engineering Biomedical engineering Nanotechnology Health sciences Health services and systems artificial intelligence biomineralization biomedicine nanoparticles green synthesis |