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RESEARCH PAPER · Nanomaterials · 2023

Machine Learning Predicting Optimal Preparation of Silica-Coated Gold Nanorods for Photothermal Tumor Ablation

Jintao Zhang, Jinchang Yin, Ruiran Lai, Yue Wang, Baorui Mao, Haonan Wu, Li Tian, Yuanzhi Shao

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Machine Learning Predicting Optimal Preparation of Silica-Coated Gold Nanorods for Photothermal Tumor AblationOriginalMultifunctional gold nanorod composite for NIR imaging and photodynamic therapy treatment of tumor2Extreme Gradient Boosting Combined with Conformal Predictors for Informative Solubility Estimation3Recent progress in gold-derived nanomaterials for tumor theranostics1Development of Hollow Gold Nanoparticles for Photothermal Therapy and Their Cytotoxic Effect on a Glioma Cell Line When Combined with Copper Diethyldithiocarbamate7Artificial intelligence (AI) meets biomaterials and biomedicine22Refining the rheological characteristics of high drug loading ointment via SDS and machine learning5An investigation on ensemble machine learning algorithms for nonlinear stability response of a two-dimensional FG nanobeam22Surface Modification of Gold Nanorods: Multifunctional Strategies and Application Prospects9Machine learning to predict gold nanostar optical properties8Optimizing thermal dose prediction in nanoparticle-mediated photothermal therapy using a convolutional neural network-based model5Machine Learning‐Integrated Numerical Simulation for Predicting Photothermal Conversion Performance of Metallic Nanofluids7Localized and Controllable Mineral Salts Crystallization Enabled by Dye Modified Gold Nanorods with Enhanced Photothermal Conversion12Enhancing stability and functionality of dumbbell-shaped silica-coated gold nanorods through optimized synthesis and purification0Investigating the silica growth mechanism and l-LSPR shift in dumbbell-shaped silica-coated gold nanorods0Advances in photoactivated carbon-based nanostructured materials for targeted cancer therapy22Predicting intergranular stress corrosion cracking of stainless steels in high-temperature water by incorporating crystallographic factor83AI-Driven Advancements in Biomaterials Science: A Narrative Review1Machine learning optimized adsorption heat transformations from adsorbents screening to enhanced performances38Gold nanoparticle-mediated photothermal therapy: Expanding the frontiers of cancer treatment and theragnostics59Multiwall carbon nanotubes as efficient photothermal coating: machine learning optimization0Useful tools for artificial intelligence-based development of nanomedicine and precision pharmaceuticals: smart solutions for future therapeutics0

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  1. Multifunctional gold nanorod composite for NIR imaging and photodynamic therapy treatment of tumor

    Optics Communications · 2023-08-07

    Yueshu Feng, Binyu Li, Chunwa Jiang, Feng Yang

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  2. Extreme Gradient Boosting Combined with Conformal Predictors for Informative Solubility Estimation

    Molecules · 2023-12-19

    Ozren Jović, Rabah Mouras

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  3. Recent progress in gold-derived nanomaterials for tumor theranostics

    Analytical Methods · 2024-01-01

    Xi Deng, Lei Hu, Hui Xing, Yun Liu, Hong J. Yin

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  4. Development of Hollow Gold Nanoparticles for Photothermal Therapy and Their Cytotoxic Effect on a Glioma Cell Line When Combined with Copper Diethyldithiocarbamate

    Biological and Pharmaceutical Bulletin · 2024-01-23

    Jin Liu, Tatsuaki Tagami, Koki Ogawa, Tetsuya Ozeki

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  5. Artificial intelligence (AI) meets biomaterials and biomedicine

    Smart Materials in Medicine · 2024-03-15

    Shuyan Han, Jun Wu

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  6. Refining the rheological characteristics of high drug loading ointment via SDS and machine learning

    PLoS ONE · 2024-05-09

    Xilong Qian, Kewei Wang, Yu‐Lu Ma, Fang Fang, Xiangsong Meng, Zhou Liu, Yanqiong Pan, Yang Zhang, Yehuang Wang, Xiuxiu Wang, Jing Zhao, Bin Jiang, Shengjin Liu

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  7. An investigation on ensemble machine learning algorithms for nonlinear stability response of a two-dimensional FG nanobeam

    Journal of the Brazilian Society of Mechanical Sciences and Engineering · 2024-08-16

    Aiman Tarıq, Büşra Uzun, Babür Deliktaş, Mustafa Özgür Yaylı

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  8. Surface Modification of Gold Nanorods: Multifunctional Strategies and Application Prospects

    Chemistry - A European Journal · 2024-10-01

    Rui Ren, Bijin Xiong, Jintao Zhu

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  9. Machine learning to predict gold nanostar optical properties

    Nanoscale Advances · 2025-01-01

    Peiying Wu, Rui Zhang, Céline Porte, Fabian M. Kiessling, Twan Lammers, Sima Rezvantalab, Sara Mihandoost, Roger M. Pallares

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  10. Optimizing thermal dose prediction in nanoparticle-mediated photothermal therapy using a convolutional neural network-based model

    Journal of Thermal Biology · 2025-02-01

    Nalla Shirisha, Abhilash Sonker, Janjhyam Venkata Naga Ramesh, Taoufik S. Saidani, Yelisela Rajesh, Kasichainula Vydehi

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  11. Machine Learning‐Integrated Numerical Simulation for Predicting Photothermal Conversion Performance of Metallic Nanofluids

    Small · 2025-02-05

    Pengpeng Jia, Chaoyu Cao, Xueting Lu, Yi Wei, Jing Du, Feng Xu, Shangsheng Feng, Minli You

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  12. Localized and Controllable Mineral Salts Crystallization Enabled by Dye Modified Gold Nanorods with Enhanced Photothermal Conversion

    Advanced Materials · 2025-03-18

    Xudong Yan, Yutong Shang, Yi Li, Xiangyi Wang, Yiling Yao, Liping Ding, Taihong Liu, Rong Miao, Yu Fang

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  13. Enhancing stability and functionality of dumbbell-shaped silica-coated gold nanorods through optimized synthesis and purification

    Unknown journal · 2025-03-21

    Zena Hariri, Monica Garza, Luis Trabucco, Rigo Mayorga-Luna, Felix Escobedo, Sean McFadden, Ben Forshay, Jonathan M. Shaw, Yoichi Miyahara, Jingyong Ye

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  14. Investigating the silica growth mechanism and l-LSPR shift in dumbbell-shaped silica-coated gold nanorods

    Unknown journal · 2025-03-21

    Luis Trabucco, Rigo Mayorga-Luna, Monica Garza, Zena Hariri, Sean McFadden, Felix Escobedo, John B. Forshay, Jonathan M. Shaw, Yoichi Miyahara, Jing Yong Ye

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  15. Advances in photoactivated carbon-based nanostructured materials for targeted cancer therapy

    Advanced Drug Delivery Reviews · 2025-05-10

    Maryam Eftekharifar, Reza Heidari, Neda Mohaghegh, Alireza Hassani Najafabadi, Hossein Heidari

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  16. Predicting intergranular stress corrosion cracking of stainless steels in high-temperature water by incorporating crystallographic factor

    Acta Materialia · 2025-07-15

    Yuhao Zhou, Jie Liu, Kai Chen, Huigang Shi, Xiaoqin Shang, Zaiqing Que, Zhao Shen, Lefu Zhang, Xiaoqin Zeng

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  17. AI-Driven Advancements in Biomaterials Science: A Narrative Review

    Premier journal of science. · 2025-07-26

    Sonali Mehta Patel, Akanksha Dwivedi, G. N. Darwhekar

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  18. Machine learning optimized adsorption heat transformations from adsorbents screening to enhanced performances

    Energy Conversion and Management · 2025-07-26

    Bo Han, Anutosh Chakraborty

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  19. Gold nanoparticle-mediated photothermal therapy: Expanding the frontiers of cancer treatment and theragnostics

    Biomedicine & Pharmacotherapy · 2025-08-09

    Mariana Amaral, Pradeep Kumar, Pedro Faísca, Hugo Alexandre Ferreira, João M. P. Coelho, Maria Manuela Gaspar, Catarina Pinto Reis

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  20. Multiwall carbon nanotubes as efficient photothermal coating: machine learning optimization

    Journal of Thermal Analysis and Calorimetry · 2026-04-01

    José Antonio García-Merino, Praveen Barmavatu, Abdul Gani Abdul Jameel, Dadapeer Doddamani, C. Mercado-Zúñiga, Hussein Togun, Ramalinga Viswanathan Mangalaraja, Jatoth Heeraman

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  21. Useful tools for artificial intelligence-based development of nanomedicine and precision pharmaceuticals: smart solutions for future therapeutics

    Results in Engineering · 2026-09-30

    Zahra Anvari, Parnia Aftabi, Seyed Mohammad Ayyoubzadeh, Rosa Negahdari, Maryam Kazemi, Reyhane Masoudifar, Niloofar Masoumi, Mahnaz Ahmadi, Niki Pouyanfar, Fatemeh Ghorbani‐Bidkorbeh

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