Papers citing Merging data curation and machine learning to improve nanomedicines
Review on machine learning application in tissue engineering: What has been done so far? Application areas, challenges, and perspectives
Journal of Materials Science · 2024
Oliwia Jeznach, Sahranur Tabakoglu, Angelika Zaszczyńska, Paweł Sajkiewicz
Read original paper ↗ ·Data-Quality-Navigated Machine Learning Strategy with Chemical Intuition to Improve Generalization
Journal of Chemical Theory and Computation · 2024
Songran Yang, Ming Sun, Chaojie Shi, Yiran Liu, Yanzhi Guo, Yijing Liu, Zhiyun Lu, Yan Lin Huang, Xuemei Pu
Read original paper ↗ ·Stemness regulation in prostate cancer: prostate cancer stem cells and targeted therapy
Annals of Medicine · 2024
Hao Liang, Bin Zhou, Pei-Xin Li, Xiaoyi Zhang, Shijie Zhang, Yaozhong Zhang, Shengwen Yao, Sifeng Qu, Jun Chen
Read original paper ↗ ·AI for Nanomedicine Design: A Mixed-Methods Review of Models and Translation
Pharmacophore · 2025
Victor M. dos Santos, Rafael Costa, Bruno Teixeira
Read original paper ↗ ·‘Applications of machine learning in liposomal formulation and development’
Pharmaceutical Development and Technology · 2025
Sina M. Matalqah, Zainab M. Lafi, Qasim N. Mhaidat, Nisreen Asha, Sara Yousef Asha
Read original paper ↗ ·Machine learning-assisted microfluidic approach for broad-spectrum liposome size control
Journal of Pharmaceutical Analysis · 2025
Yujie Jia, Xiao Min Liang, Li Zhang, Jun Zhang, Hajra Zafar, Shan Huang, Yi Y. Shi, Jian Chen, Qi Shen
Read original paper ↗ ·NANOTECHNOLOGY-DRIVEN THERAPEUTICS FOR LIVER CANCER: CLINICAL APPLICATIONS AND PHARMACEUTICAL INSIGHTS
Asian Journal of Pharmaceutical and Clinical Research · 2025
Lokeshvar Ravikumar, Ramaiyan Velmurugan, Nithin Vidiyala, Pavani Sunkishala, VINOD KUMAR TERIVEEDHI
Read original paper ↗ ·Machine Learning in Polymer Research
Advanced Materials · 2025
Wei Chun Ge, Ramindu De Silva, Yanan Fan, Scott A. Sisson, Martina H. Stenzel
Read original paper ↗ ·Leveraging Artificial Intelligence and Machine Learning for Characterizing Protein Corona, Nanobiological Interactions, and Advancing Drug Discovery
Bioengineering · 2025
Türkan Kopaç
Read original paper ↗ ·Hyaluronic acid-functionalized nanomedicines for CD44-receptors-mediated targeted cancer therapy: A review of selective targetability and biodistribution to tumor microenvironment
International Journal of Biological Macromolecules · 2025
Alaa Raad Al Jayoush, Mohamed Aly Haider, Saeed Ahmad Khan, Zahid Hussain
Read original paper ↗ ·Application of Machine Learning in Nano Research — A Review
Nano LIFE · 2025
Fatema Tuz Zohura, Mariam Akter Mimona, Md Mir Shakib Ahmed, Md Israfil Hossain Rimon, Md. Aminul Islam, Nayem Hossain, Md Hosne Mobarak
Read original paper ↗ ·Amplifying STING activation by biomimetic manganese mRNA nanovaccines for local and systemic cancer immunotherapy
Journal of Controlled Release · 2025
Chunyan He, Changzhou Shi, Mingxi Fang, Pengzhao Chang, Pingfu Hou, Yingying Zhang, Jingjing Li
Read original paper ↗ ·Extracellular vesicles as nature's nano carriers in cancer therapy: Insights toward preclinical studies and clinical applications
Pharmacological Research · 2025
Xiaotong Wu, Yuhua Meng, Zhimeng Yao, Xiaona Lin, Mengyuan Hu, Songwang Cai, Shegan Gao, Hao Zhang
Read original paper ↗ ·Artificial Intelligence in Molecular Optimization: Current Paradigms and Future Frontiers
International Journal of Molecular Sciences · 2025
Xin Xia, Yajie Zhang, Xiangxiang Zeng, Xingyi Zhang, Chun-Hou Zheng, Yansen Su
Read original paper ↗ ·Machine learning reshapes the paradigm of nanomedicine research
Acta Pharmaceutica Sinica B · 2025
Ziye Wei, Shijie Zhuo, Yixin Zhang, Lianlian Wu, Xiang Gao, Song He, Xiaochen Bo, Wenhu Zhou
Read original paper ↗ ·Preparing for the Next Generation of Material Environmental Health and Safety (EHS) Concerns: Guidelines for Future Data Curation Collaborations
Environmental Science & Technology Letters · 2025
Jaleesia D. Amos, Anastasios G. Papadiamantis, Camille de Garidel-Thoron, Zhao Zhang, Yuan Tian, Gregory Victor Lowry, Iseult Lynch, Jérôme Rose, Armand Masion, Lee Anthony Walker, Mélanie Auffan, Claus Svendsen, Christine Ogilvie Hendren, Mark Robert Wiesner
Read original paper ↗ ·Machine Learning‐Enhanced Nanoparticle Design for Precision Cancer Drug Delivery
Advanced Science · 2025
Qingquan Wang, Yujian Liu, Chenchen Li, Shidang Xu, Shidang Xu, Bin Liu
Read original paper ↗ ·Advanced Nanomedicines for Treating Refractory Inflammation-Related Diseases
Nano-Micro Letters · 2025
Xiuxiu Wang, Xinran Song, Wei Feng, Meiqi Chang, Jishun Yang, Yu Chen
Read original paper ↗ ·In-silico strategies in nano-drug design: Bridging nanomaterials and pharmacological applications
Nano TransMed · 2025
Nagarjuna Prakash Dalbanjan, Karuna Korgaonkar, Manjunath P. Eelager, Basavaraj Neelappa Gonal, Arihant Jayawant Kadapure, Suresh Basavaraj Arakera, S. K. Praveen Kumar
Read original paper ↗ ·Machine Learning Predicts Drug Release Profiles and Kinetic Parameters Based on Tablets’ Formulations
The AAPS Journal · 2025
Chrystalla Protopapa, Angeliki Siamidi, Amelia Adibe Eneli, Moe Elbadawi, Marilena Vlachou
Read original paper ↗ ·Advances in the rational design of ionizable lipids for mRNA therapeutics
Materials Today · 2025
Yeji Lee, Yeji Lee, Kaiyuan Guo, Miyoung Oh, Eunbin Kim, Yujeong Jeong, Youngyoon Yoon, Yelim Choi, Yuna Hwang, Yongjoo Byeon, Yizhou Dong, Hyukjin Lee
Read original paper ↗ ·Worldwide willingness to share health data high but privacy, consent and transparency paramount, a meta-analysis
npj Digital Medicine · 2025
Quita Olsen, Amalie Dyda, Leanna Sarah Woods, Elton H. Lobo, Rebekah Eden, Michelle A. Krahe, Bernadette J. Richards, Nalini Pather, Lesley McGee, Clair M. Sullivan, Jason D. Pole
Read original paper ↗ ·STIMULI-RESPONSIVE DRUG DELIVERY SYSTEMS: EXTENSIVE OVERVIEW
International Journal of Applied Pharmaceutics · 2025
JAGAN SUBRAMANIAN, RUTAMBHARA PADHY, JANA ARUN, Vivek Reddy Murthannagari, GANESH GNK
Read original paper ↗ ·Deep Learning in the Design of Nanoparticle-based Drug Formulations
International Conference on Electronics and Sustainable Communication Systems (ICESC) · 2025
Minal K. Pawar, Shripad Joshi, Ravi Baijulal Bhandari, Sripelli Jagadish, V T Ram Pavan Kumar M, A Karthikayen
Read original paper ↗ ·Endolysosomal Sequestration Effects Controlled Release of BRAF Paradox Breaker Nanoparticles
ACS Nano · 2025
Chen Chen, Ana Marie Perea, Ramya Sridharan, Daniel A. Heller
Read original paper ↗ ·Prediction drug release profile from chitosan nanoparticles: integration of experimental data and machine learning models
Drug Development and Industrial Pharmacy · 2025
Ali Rastegari, Homa Faghihi, Mahta Mobinikhaledi
Read original paper ↗ ·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 ↗ ·Machine Learning for Predictive Modeling in Nanomedicine‐Based Cancer Drug Delivery
Med Research · 2025
Rohan Chand Sahu, Sanchit Arora, Dinesh K. Kumar, Ashish Kumar Agrawal
Read original paper ↗ ·Leveraging AI Innovation in Nanomaterials, Synthesis, Characterization, and Device Design
Advances in computational intelligence and robotics book series · 2025
Ashok Vaseashta, Gor Gevorgyan, Surik Khudaverdyan, Gagik Y. Ayvazyan, Mane Khachatryan, C. Berlic, Adriana Elena Balan, Ioan Stamatin
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 ↗ ·Integrating artificial intelligence for design, optimization and pharmacokinetic prediction in nanoparticle based drug delivery
Journal of Drug Delivery Science and Technology · 2025
Hariharan Thirumalai Vengateswaran, Mohammad Habeeb, R. Ahmed, Huay Woon You, Smita Tukaram Kumbhar, KNV Chenchu Lakshmi, Prasad Laxman Gorde
Read original paper ↗ ·Accelerating discoveries in cancer nanomedicine using AI
Cell Biomaterials · 2025
Changge Guan, Bárbara B. Mendes, João Conniot, Ana Laura Dias, Layal Hammad, Thavasyappan Thambi, Róbert Langer, Tiago Rodrigues, João Conde, César de la Fuente‐Núñez
Read original paper ↗ ·DCC: A Model-Free Frame to Evaluate Data Set Quality
Journal of Chemical Information and Modeling · 2025
Chunhui Xie, Yunqi Li
Read original paper ↗ ·Machine learning empowered formulation design, optimization and characterization of nanoparticulate drug delivery systems: Current applications, challenges, and future perspectives
Acta Pharmaceutica Sinica B · 2025
Chunyan Shen, Mengyan Zhang, Meiting Lu, Errong Chang, Ziting Gao, Weikang Ban, Qiang Liu, Zhong Zuo, Cuiping Jiang
Read original paper ↗ ·The growing impact of machine learning on drug formulation science
Advanced Drug Delivery Reviews · 2025
Zeqing Bao, Steven Huynh, Frantz Le Dévédec, Jo Nguyen, Christine J. Allen
Read original paper ↗ ·Machine Learning for the Prediction of Size and Encapsulation Efficiency of mRNA-Loaded Lipid Nanoparticles Following a Postencapsulation Approach
ACS Applied Bio Materials · 2025
Joanna Duffrène, Milena Guimarães Dos Santos, Mourad El Hamri, Hélène Dhôtel, Luis Castillo Henríquez, Magalie Claeys‐Bruno, Yves Rozenholc, Nathalie Mignet, Khair Alhareth
Read original paper ↗ ·Machine learning-driven advances in nanotechnology: From materials design to process optimization – A review
Materials Today Communications · 2025
Juhi Jannat Mim, Abdullah Al Mamun, Mahtab Hossain Nayem, Suzon Mahmud, Antu Nath, Sayma Rahman, Shekh Asraful Fidal, Nayem Hossain
Read original paper ↗ ·Advances in microfluidic and artificial intelligence-assisted design of liposomes for drug delivery applications
Journal of Liposome Research · 2025
Chandra Has, Sanjay Kumar Kureel
Read original paper ↗ ·Neuronal Organoid Engineering and Disease-Focused High-Throughput Neuropharmacology: Advances, Limitations, and Translational Strategies
ACS Pharmacology & Translational Science · 2025
Bahareh Farasati Far, Kimia Omidvar, Ehsan Heidari, Mina Ebrahimi, Yasaman Mohammadi, Yavuz Nuri Ertaş
Read original paper ↗ ·A Bioinspired Approach to Next-Generation Vaccines in Solid Tumors with Engineered Cell Membranes
Research · 2026
Weiyue Zhang, Maike Chen, Xin Huang
Read original paper ↗ ·Application of Machine Learning in the Drug Development Process
Springer proceedings in complexity · 2026
Chrystalla Protopapa, Ioannis Tsichlis, Marilena Vlachou, Costas Demetzos
Read original paper ↗ ·Nano-theragnostic Platforms for Breast Cancer Diagnosis and Therapy: Current Advances, Translational Challenges, and Future Directions
Springer eBooks · 2026
Nosipho Fakudze, Alexander Chota, Heidi Abrahamse, Blassan Plackal Adimuriyil George
Read original paper ↗ ·Unlocking component-level chemical structural information for AI-driven targeted nanoparticle design
Journal of Controlled Release · 2026
Haomin Wu, Yu Cheng, Yuanhui Ji
Read original paper ↗ ·A Review on AI-Based Data-Driven Models for Optimization of Nanocarriers as Drug Delivery Systems
ACS Biomaterials Science & Engineering · 2026
Riddhi Kantesaria, Himanshu Sekhar Panda
Read original paper ↗ ·Rethinking Nature’s Pharmacy: AI Era and Natural Product Drug Discovery
Pharmaceuticals · 2026
Yipaerguli Paerhati, Alifeiye Aikebaier, Dilihuma Dilimulati, Alhar Baishan, Nazhakaiti Yusufujiang, Xiaoxiao Qiu, Yilixiati Wusiman, Wenting Zhou
Read original paper ↗ ·Advancing the Landscape of RNAi Nanotherapeutics for Ischemic Heart Disease
Advanced Materials · 2026
Han Gao, Da Pan, Hélder A. Santos
Read original paper ↗ ·Integration of Machine Learning With PBPK and QSAR Modeling Approaches to Facilitate Drug Discovery and Development
CPT Pharmacometrics & Systems Pharmacology · 2026
Xinyue Chen, Zhoumeng Lin
Read original paper ↗ ·IRACEMA: A Database Management System for Bioactive Compounds Obtained and Characterized by Brazilian Researchers
ACS Omega · 2026
Thais Lourenço, Renan P. O. Costa, Luis Felipe M. Melo, Uilames de Assis Ferreira, E. U. Alves, Luciano Pereira de Oliveira Filho, Luciana Scotti, Marcus Tullius Scotti, Gustavo Henrique Goulart Trossini
Read original paper ↗ ·Embodying Facts, Figures, and Faiths in Narrative Artistic Performances in Rural Bangladesh
CHI Conference on Human Factors in Computing Systems · 2026
Sharifa Sultana, Jeffrey M. Rzeszotarski, Zinnat Sultana, Syed Ishtiaque Ahmed
Read original paper ↗ ·Artificial intelligence-assisted lipid nanoparticles formulation in drug delivery for precision therapy
Materials Today Advances · 2026
Chao Huang, Weimin Zuo, Jing Xiao, Chan Xiong, Lifeng Zhu, Yanhong Su, Meixiao Zhan
Read original paper ↗ ·