Papers citing Converting Nanotoxicity Data to Information Using Artificial Intelligence and Simulation
The emerging role of machine learning in nanomaterials research: applications, challenges, and future directions
Journal of Nanoparticle Research · 2025
Juhi Jannat Mim, Saifuddun Rakib, Shahana Akter, Jannat Rosul Nisha, Safiullah Khan, Sayma Rahman, Mehedi Hasan Manik, Nayem Hossain
Read original paper ↗ ·A Brief Review on the Exploration of Nanocomposites and Their Properties Through Computational Methods for Biological Activity Evaluation
Venue not supplied by source · 2025
Nashra Fatima, Ekhlakh Veg, Tahmeena Khan
Read original paper ↗ ·Recent progress of nanomaterials for diagnosis and treatment of rejection in heart transplantation
Frontiers in Bioengineering and Biotechnology · 2025
Guangyin Li, Chun Wang, Xin Gang Ai, Yuxi Yang, Huai Yu, Ping Wu, Weiyi Zhao, Jiawei Tian, Shuangquan Jiang
Read original paper ↗ ·Emerging Technologies and Integrated Interdisciplinary Strategies for Mitigating Protein Aggregation in Therapeutic Formulations
Pharmaceutical Research · 2025
Haomin Wu, QinXi Fan, Zheng Zhang, Yuanhui Ji
Read original paper ↗ ·Atom-level descriptors and explainable prediction of iron carbide nanoparticles' cytotoxicity via the Enalos Cloud platform
Nanoscale Advances · 2025
Maria Antoniou, Dimitra‐Danai Varsou, Andreas Tsoumanis, Georgia Melagraki, Iseult Lynch, Antreas Afantitis
Read original paper ↗ ·The Ballet of Natural-Product: Carrier-Free “Triadic” Drug Delivery Platforms for Enhanced Tumor Treatment
Journal of Functional Biomaterials · 2025
Liyan Yang, Zhonglei Wang
Read original paper ↗ ·Silver integrated hybrids and nanocomposites for next-generation biomedicine: Beyond antimicrobial coatings toward smart sense–response–heal platforms
Materials Today Bio · 2025
Eileen Tabrizi, Bingyun Li
Read original paper ↗ ·Recent Advances of Artificial Intelligence in Aquatic Bioindicators and Ecological Assessment
Water Air & Soil Pollution · 2025
Kaiming Hu, Qingyu Xu, Kangyun Zhu, Zhe Wang, Yingxue Chu, Yifan Qian, Xianwu Zhang, Binhao Wang, Hangjun Zhang
Read original paper ↗ ·Large-Scale Meta-Analysis of Nanomaterials Toxicity Based on Natural Language Processing of Scientific Articles
ACS Applied Nano Materials · 2025
Amauri Jardim de Paula, Romana Petry, James M. Almeida, Andre Caetano, José Sales, Odair P. Ferreira, Diego S. T. Martinez, Henry Julio Kobs, Andréia Fonseca de Faria
Read original paper ↗ ·Predicting Nanotoxicity across Materials Using Interpretable Machine Learning and Descriptors Based on the Periodic Table
ACS Applied Materials & Interfaces · 2025
F. X. Liu, Jimin Zhu, Jıng Zhang, Peiqiang Mu, Jikai Wen, Xu Wang, Yinbao Wu, Yan Wang, Xiliang Yan, Bing Yan
Read original paper ↗ ·Artificial intelligence-powered nanomedicine
Chemical Society Reviews · 2026
Guanghong Luo, Xianchao Jiang, Congxia Hu, Lavonda Li, Lijie Yan, Gao Xiao, Yanhong Duo, Xingcai Zhang
Read original paper ↗ ·Automated Large-Scale Extraction of Nanotoxicity Data from the Literature Using Multimodal Large Language Models
Computational and Structural Biotechnology Journal · 2026
Seung-Geun Park, Seung Min Ha, Zayakhuu Gerelkhuu, Tae Hyun Yoon
Read original paper ↗ ·Nanotoxicological evaluation of surface engineered WS 2 quantum dots in male and female Wistar rats for targeted nucleus imaging and photothermal therapy
Journal of Materials Chemistry B · 2026
Barkha Singh, Rohan Bahadur, Priyanka Maske, Dipty Singh, Ajayan Vinu, Rohit Srivastava
Read original paper ↗ ·The importance of nano–bio interfacial design in the sensing performance of nanoparticle-based affinity biosensors
Chemical Society Reviews · 2026
Xueqian Chen, Xuejie Li, Richard David Tilley, J. Justin Gooding
Read original paper ↗ ·Optimized Lipid Nanoparticles for Co‐Delivery of mRNA and siRNA Therapeutics in Refractory Liver Cancer
Advanced Materials · 2026
Yuqin Liao, Xiaodong Zeng, Xinwei Zhang, Yukun Hu, Yicheng Zhao, Qiusi Luo, Chunlin Ren, Haibing Zhou, Xuechuan Hong, Yuling Xiao
Read original paper ↗ ·Synergies between data science methods and innovative drug delivery technologies
Advanced Drug Delivery Reviews · 2026
David A. Winkler
Read original paper ↗ ·Predictive and Mechanism-Based Toxicity Evaluation of Engineered Nanoparticles
Nanomaterials · 2026
Rongrong Liu, Bing Yan
Read original paper ↗ ·AI-driven nanomedicine for cancer theranostics
Molecular Cancer · 2026
Ashutosh Tiwari, Widodo, Dyah Ika Krisnawati, Chih-Yu Chen, Tsung‐Rong Kuo
Read original paper ↗ ·Polysaccharide-functionalized gold, silver, and iron oxide nanoparticles for siRNA delivery: The role of artificial intelligence in design and optimization
Materials Today Bio · 2026
Donya Esmaeilpour, Ponnurengam Malliappan Sivakumar, Arezoo Khosravi, Atefeh Zarepour, Muhammad Babar Taj, Ehsan Nazarzadeh Zare, Mika E. T. Sillanpää, Hassan Karimi-Maleh
Read original paper ↗ ·Microfluidic electroporation for drug and gene delivery: Driving innovation from single-cell precision to high-throughput preclinical and therapeutic platforms
Advanced Drug Delivery Reviews · 2026
Cher J. S. Liu, Shao-Bo Wang, Pin-Yu Su, Yuan-Pang Hsieh, Hsiang-Yu Angie Wang
Read original paper ↗ ·Harmonizing ecotoxicological data reporting: A guide for toxicologists and chemists
Environmental Toxicology and Chemistry · 2026
Surendra Balraadjsing, Philipp Kropf, Annetrude Boeije, S. Henrik Barmentlo, Willie J.G.M. Peijnenburg, Martina G. Vijver
Read original paper ↗ ·Molecular modelling–driven formulation design for targeted pulmonary drug delivery
International Journal of Pharmaceutics · 2026
Karan Goel, Thakur Gurjeet Singh, Keshav Raj Paudel, Ronan J. MacLoughlin, Mohammad S. Islam, Mangesh Pradeep Kulkarni, Kamal Dua, Somdutt Mujwar
Read original paper ↗ ·Molecular Insights into Ocular Exposure Risk of Indoor Smoke Components on the Tear Film
Environmental Science & Technology · 2026
Changcheng Gao, Tongtao Yue, Chaofan Deng, J CHEN, Yanrong Yang, Lu Xu, Jian Ling Zhao, Baoshan Xing
Read original paper ↗ ·Modulation strategies of nanozyme activity applied to food quality and safety analysis: From rational design to intelligent assistance
Advanced Composites and Hybrid Materials · 2026
Huilin Li, Mengmeng Gao, Xiaochun Hu, Mingfei Pan, Shuo Wang
Read original paper ↗ ·Smart Nanoparticles and Artificial Intelligence in Theranostics: Targeted Drug Delivery and Diagnostic Imaging
Silicon · 2026
Misbah Younas, Misbah Younas, Amna Mahmood, Maryam Zafar, Maryam Zafar, Nameer Khairullah Mohammed, Nameer Khairullah Mohammed, Saleha Y. M. Alakilli, Saleha Y. M. Alakilli, Osama R. Shahin, Fakhar Islam, Catherine Tamale Ndagire
Read original paper ↗ ·Data-Driven Engineering of Antimicrobial Nanomaterials for Food Safety and Biomedical Systems
Nanomaterials · 2026
Huy Loc Nguyen, Hong Minh Xuan Nguyen, Thi Bich Ngoc Nguyen, Hong Minh Xuan Nguyen, Thi Bich Ngoc Nguyen
Read original paper ↗ ·Smart Nano-Antibiotics: AI-Guided Stimuli-Responsive Nanoplatforms for Precision Antimicrobial Therapy
Antibiotics · 2026
Nargish Parvin, Keunhwan Park, Jae Hak Jung, Tapas Kumar Mandal
Read original paper ↗ ·Integrative multi-omics approaches in green nanoparticle-based pharmaceutical research: a systematic review of metabolomic, proteomic, and transcriptomic advances
Chemical Papers · 2026
Hitarth Sah, A C Senthil Kumar, Chin Wei Lai, S. Sandhya
Read original paper ↗ ·Fusing generative AI and ML-FFs for inverse design and high-fidelity dynamic simulation of fused-ring aromatic hydrocarbons
Cell Reports Physical Science · 2026
Zhengwu Long, Lingyun You
Read original paper ↗ ·Integrating Functional Genomic Descriptors into Explainable Machine-Learning Models for Cross-Aquatic Species Prediction of Metal-Containing Nanomaterials Ecotoxicity
Environmental Science & Technology Letters · 2026
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Kmy Leung, Surendra Balraadjsing, Xiaoli Zhao, Wenhong Fan, Fengchang Wu
Read original paper ↗ ·MCCX: Combining Monte Carlo, Convolutional Neural Networks and Boosting in Predicting Nanoparticle Viability
ACS Applied Engineering Materials · 2026
Qiankun Mo, Xingfei Wei, Ravithree D. Senanayake, Amelyn Phang, Rigoberto Hernandez
Read original paper ↗ ·Insights into the use of artificial intelligence in the drug discovery and delivery of nanosystems for the treatment of infectious diseases and neoplasms
Nanomedicine · 2026
Vinicius Martinho Borges Cardoso, Camila Rodrigues Santana, Giovanna Justino Momente, Annelize Rodrigues Gomes, Bianca Vernizzi Silva, Camila Palma Amélio, Rosemeire Cristina Linhari Rodrigues Pietro, Iracilda Zeppone Carlos, Leila Aparecida Chiavacci Favorin, Jean Leandro dos Santos, Marlus Chorilli, Andréía Bagliotti Meneguin
Read original paper ↗ ·Bridging Nano-Interface Interactions and Organ-Specific Toxicity: A Review of Machine Learning for Nanomaterials Risk Assessment
Molecules · 2026
Wei Li, Yanfang Liu, Tianqin Wang, Jiana Meng, Yang Huang, Jiajun Ma, Hongwu Zhang
Read original paper ↗ ·Artificial intelligence in soil ecotoxicology: A critical review and perspective on micro/nanoplastic exposure to earthworms
Soil Biology and Biochemistry · 2026
Li Chen, Fengyu Huang, Naglaa Ibrahim, Tianyi Qiu, Jing Chen, Shuai Ma, Kexiao Song, Qi Li, Changchao Li, Haijian Bing, Willie J.G.M. Peijnenburg, Jason Christopher White, Linchuan Fang
Read original paper ↗ ·From experimental toxicity to computational prediction: a critical assessment of reliability, uncertainty, and applicability domains for graphene-family nanomaterials
Computational Toxicology · 2026
Karunganathan Sakthikumar, Richard Anthony Harris
Read original paper ↗ ·