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RESEARCH PAPER · Advanced Healthcare Materials · 2024

The Dawn of a New Pharmaceutical Epoch: Can AI and Robotics Reshape Drug Formulation?

Pauric Bannigan, Riley J. Hickman, Alán Aspuru‐Guzik, Christine J. Allen

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22 direct citing papers in this saved network. Explore the next layer with second-order citations.

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The Dawn of a New Pharmaceutical Epoch: Can AI and Robotics Reshape Drug Formulation?OriginalThe Role of Artificial Intelligence and Machine Learning in Accelerating the Discovery and Development of Nanomedicine48Active learning high coverage sets of complementary reaction conditions4Application of Nanomaterials as Diagnostic and Therapeutic Tool in Biomedical Science0BayBE: a Bayesian Back End for experimental planning in the low-to-no-data regime24Pharmaceutical technological trends containing flavonoids: a patent review2Mastering the complexities of cancer nanomedicine with text mining, AI and automation10A novel paradigm on data and knowledge-driven drug formulation development: Opportunities and challenges of machine learning4Precision‐Guided Stealth Missiles in Biomedicine: Biological Carrier‐Mediated Nanomedicine Hitchhiking Strategy28Towards digital transformation: A Quality by Design approach to plant-based nanostructured lipid carriers formulation7Enhancing nucleic acid delivery by the integration of artificial intelligence into lipid nanoparticle formulation25Feasibility of Robotic-Assisted Echocardiography in Patients: Reducing Sonographer Strain without Compromising Image Quality0Chemical management of phytopathogenic bacteria: emerging compounds, molecular targets and outlook11Advances in hemostatic biomaterials: biomimetic strategies, nanotechnology, and smart therapeutics0From Bench-to-Bedside: A Review of Clinical Trials in Drug Discovery and Development3A computationally informed framework for lipid-based formulation developability: Integrating predictive models with case studies0Ensuring patient rights, safety, and welfare in “compassionate use” of drugs0The expanding role of formulations to enable oral delivery of poorly water-soluble drugs10Unsupervised Learning for Industrial Robot Health Monitoring: Trends, Techniques, and Challenges1A toolbox to optimize and scale up microfluidic production of lipid-based nanoparticles1Microfluidics for particle production in drug delivery: From physical basics to perspective applications0Beyond Conventional: A Review of Phytochemical‐Hydrogel Systems Enhanced by AI and 3D Printing for Chronic Wound Management0Accelerating solid form discovery through an expert-guided, semi-automated workflow: Modular Multiwell Devices0

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  1. The Role of Artificial Intelligence and Machine Learning in Accelerating the Discovery and Development of Nanomedicine

    Pharmaceutical Research · 2024-12-01

    Vivek Agrahari, Yahya Essop Choonara, Mitra Mosharraf, Sravan Kumar Patel, Fan Zhang

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  2. Active learning high coverage sets of complementary reaction conditions

    Digital Discovery · 2025-01-01

    Sofia Sivilotti, David Friday, Nicholas E. Jackson

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  3. Application of Nanomaterials as Diagnostic and Therapeutic Tool in Biomedical Science

    Nanotechnology in the life sciences · 2025-01-01

    Safi Ur Rehman Qamar, Khizra Ikhlaq, Nenad Filipović

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  4. BayBE: a Bayesian Back End for experimental planning in the low-to-no-data regime

    Digital Discovery · 2025-01-01

    Martin Fitzner, Adrian Šošić, Alexander Vincent Hopp, Marcel Müller, Rim Rihana, Karin Hrovatin, Fabian Liebig, Mathias Winkel, Wolfgang Halter, Jan Gerit Brandenburg

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  5. Pharmaceutical technological trends containing flavonoids: a patent review

    Future Medicinal Chemistry · 2025-01-21

    Ana Maria Santos Oliveira, Anamaria Mendonça Santos, José Adão Carvalho Nascimento Júnior, Cláudio Carvalho Santana Júnior, João Rafael Lisboa Rêgo Brito, Jussara Secundo dos Santos, Saravanan Shanmugam, Paula dos Passos Menezes, Luíza Abrahão Frank, Mairim Russo Serafini

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  6. Mastering the complexities of cancer nanomedicine with text mining, AI and automation

    Journal of Controlled Release · 2025-01-30

    Yosi Shamay

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  7. A novel paradigm on data and knowledge-driven drug formulation development: Opportunities and challenges of machine learning

    Journal of Industrial Information Integration · 2025-02-15

    Xinrui Wang, Zhenda Liu, Xiao Lin, Yanlong Hong, Lan Shen, Lijie Zhao

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  8. Precision‐Guided Stealth Missiles in Biomedicine: Biological Carrier‐Mediated Nanomedicine Hitchhiking Strategy

    Advanced Science · 2025-05-08

    Yuyan Zhou, Xinyue Wang, Deyu Zhang, Hanxiao Cui, Xiaorong Tian, Wei Du, Zhenghui Yang, Dongling Wan, Zhiwei Qiu, Chao Liu, Zhicheng Yang, Lizhihong Zhang, Qiusheng Yang, Xuefeng Xu, Wenhao Li, Dong Wang, Haojie Huang, W.Z. Wu

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  9. Towards digital transformation: A Quality by Design approach to plant-based nanostructured lipid carriers formulation

    International Journal of Pharmaceutics · 2025-06-01

    Amr Ehab Kamel, Sara Gabr, Eduard Preis, Konrad H. Engelhardt, Muhammad Umair Amin, Udo Bakowsky, Jens Schäfer

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  10. Enhancing nucleic acid delivery by the integration of artificial intelligence into lipid nanoparticle formulation

    Frontiers in Medical Technology · 2025-06-16

    Kagya A. Amoako, Amir Mokhammad, Afrida Malik, Sumith Yesudasan, Anas Wheba, Oluwanifemi Olagunju, Sean X. Gu, Timur Olegovich Yarovinsky, Edward Vincent S. Faustino, Juliane Nguyen, John Hwa

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  11. Feasibility of Robotic-Assisted Echocardiography in Patients: Reducing Sonographer Strain without Compromising Image Quality

    International Conference on Robotics, Automation and Artificial Intelligence (RAAI) · 2025-12-18

    Kumaradevan Punithakumar, Ahmed Ahmed, Moath Ghanem, Michelle Noga, Bernadette Foster, Pierre Boulanger, Harald H. Becher, Jonathan D. Windram

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  12. Chemical management of phytopathogenic bacteria: emerging compounds, molecular targets and outlook

    Chemical Society Reviews · 2025-12-23

    Sikai Wu, Zhichao Jin, Peiyi Wang, Runjiang Song, Baoan Song

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  13. Advances in hemostatic biomaterials: biomimetic strategies, nanotechnology, and smart therapeutics

    Burns & Trauma · 2026-01-01

    Minrui Ji, Zaixin Yuan, Fei Ju, Jie Sun, Yingying Yan, Qi Ding, Jinling Chen, Qian Qian Yang, You Lang Zhou

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  14. From Bench-to-Bedside: A Review of Clinical Trials in Drug Discovery and Development

    BIO Integration · 2026-01-01

    Tianyang Wang, Ming Liu, Benji Peng, Xinyuan Song, Charles Zhang, Xintian Sun, Qian Niu, Junyu Liu, Silin Chen, Keyu Chen, Ming Li, Pohsun Feng, Ziqian Bi, Yunze Wang, Yichao Zhang, Cheng Fei, Lawrence Yan, Ziyuan Qin, Riyang Bao, Zekun Jiang

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  15. A computationally informed framework for lipid-based formulation developability: Integrating predictive models with case studies

    Journal of Pharmaceutical Sciences · 2026-03-24

    Callum D. Ryan, Joseph P. O’Shea, Brendan T. Griffin

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  16. Ensuring patient rights, safety, and welfare in “compassionate use” of drugs

    Perspectives in Clinical Research · 2026-04-01

    Sophia B Modi, Mala Ramanathan

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  17. The expanding role of formulations to enable oral delivery of poorly water-soluble drugs

    Nature Reviews Drug Discovery · 2026-04-02

    Keisuke Ueda, Christopher J. H. Porter, Aaron K. Goodwin, Lynne S. Taylor

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  18. Unsupervised Learning for Industrial Robot Health Monitoring: Trends, Techniques, and Challenges

    Mathematics · 2026-07-04

    Muhammad Umar Elahi, Rana Talal Ahmad Khan, Muhammad Haris Yazdani, Heung Soo Kim

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  19. A toolbox to optimize and scale up microfluidic production of lipid-based nanoparticles

    Advanced Drug Delivery Reviews · 2026-08-14

    Amr Abostait, Mahmoud Abdelkarim, Arsalan Nikdoost, Pauline Chavrier, Mourad El Hamri, Karine Andrieux, Khair Alhareth, Hagar I. Labouta

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  20. Microfluidics for particle production in drug delivery: From physical basics to perspective applications

    TrAC Trends in Analytical Chemistry · 2026-08-18

    Lilia Losco De Cusatis, Maria Sofia De Gregorio, Stefania Carbone, Raffaele Crispino, Daniele Tammaro, Concetta Di Natale

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  21. Beyond Conventional: A Review of Phytochemical‐Hydrogel Systems Enhanced by AI and 3D Printing for Chronic Wound Management

    Advanced Science · 2026-09-21

    Yitao Zhou, Xing Liu, Cuiyi Wang, Xiaoxuan Zhao, Zhang PengRun, Jingjing Gu, Qiuhua Sun, Malcolm M. Q. Xing, Yeqin Yang

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  22. Accelerating solid form discovery through an expert-guided, semi-automated workflow: Modular Multiwell Devices

    Chem · 2026-10-01

    Anton S. Dmitrienko, Ethan T. Douglas, Joy-Lynn Kobti, Katie Rukavina Vukotic, Ken Geauvreau, Brian O. Patrick, Vedran Nicholas Vukotic

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