Artificial Intelligence and precision medicine for optimizing patient care: A comprehensive review

Prashant S. Khare, Shoaib Aref Shaikh and Ujwal Havelikar

Intelligent Hospital, 2026, 2, 100042
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AI-powered in silico twins: redefining precision medicine through simulation, personalization, and predictive healthcare

Sitah Alharthi

Saudi Pharm. J., 2026, 34
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Innovations in targeted drug delivery: From nanotechnology to clinical applications

Akash Srivastava, Asad Ahmad, Shaiber Siddiqui and Anas Islam

Next Nanotechnology, 2026, 9, 100336
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Advancing Tuberculosis Treatment with Next-Generation Drugs and Smart Delivery Systems

Ayman Elbehiry, Eman Marzouk and Adil Abalkhail

Pharmaceutics, 2026, 18, 60
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From trial-and-error to inverse design: how AI is redefining drug delivery systems

Sofía Blas-Gómez, Carlos Alonso-Moreno, Alberto Ocaña and Iván Bravo

Drug Discovery Today, 2026, 104725
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Industrial Byproducts as Sustainable Feedstocks for Biopharmaceutical Manufacturing: Waste‐to‐Medicine Pathways for a Circular Economy

B Deva Darshinii, Devarajan Yuvarajan and Krishnan Anbarasu

Biotech and App Biochem, 2026, 73, 1680
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Artificial intelligence and machine learning based discovery of bioisosteres (BIOS) of FDA approved MAO-B inhibitors for the management of Alzheimer’s disease

Akshay Kumar, Sanjana Jaiswal, Shaili Singh Parmar, Krishna Kumar, Souranava Jana, Pragya Gawande, Anjali Murmu, Balaji Wamanrao Matore, Nikita Chhabra, Jagadish Singh and Partha Pratim Roy

Discov. Chem., 2026, 3
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Bioinformatics models in drug delivery: Predicting biomaterial-biological interactions for targeted therapies

Varshika Singh, Sukrat Sinha and Jaya Verma

Next Nanotechnology, 2026, 9, 100335
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A Review of Artificial Intelligence (AI)-Driven Smart and Sustainable Drug Delivery Systems: A Dual-Framework Roadmap for the Next Pharmaceutical Paradigm

Jirapornchai Suksaeree

Sci, 2025, 7, 179
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A Review on AI-Based Data-Driven Models for Optimization of Nanocarriers as Drug Delivery Systems

Riddhi Kantesaria and Himanshu Sekhar Panda

ACS Biomater. Sci. Eng., 2026, 12, 1397
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Applications of biopolymer scaffolds for intestinal delivery of drug-loaded nano-biomaterials: a review

Onkar Kadam, Rutuja Gumathannavar, Kausani Basu, Neha Saini, Nidhi Sapre, Shashwati Wankar, Tahsin Bennur and Atul Kulkarni

Discov Mater, 2025, 5
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Polymer Nanoparticles in Medical Applications—Future Directions

Barbara Zawidlak-Węgrzyńska and Joanna Rydz

Nanomaterials, 2026, 16, 630
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Review: structure–interface engineering and stimuli-responsive mass transport in halloysite nanotubes nanocontainers

Liuyang Wang, Bo Zhao, Huijun Zhang, Haiwei Yang, Hailei Zhang, Yonggang Wu, Hongchi Zhao and Libin Bai

J Mater Sci, 2026, 61, 15415
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Artificial intelligence driven protein design and sustainable nanomedicine for advanced theranostics

Donya Esmaeilpour, Michael R. Hamblin, Jianlin Cheng, Arezoo Khosravi, Jian Liu, Atefeh Zarepour, Ali Zarrabi, Mika Sillanpää, Ehsan Nazarzadeh Zare, Jianliang Shen and Hassan Karimi-Maleh

Bioactive Materials, 2026, 60, 425
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Breaking through the radiation dilemma: development and clinical translation of anti-radiation drugs

Lanke Wang, Yan Wang, Siyi Wu, Song Li, Zixuan Qin, Chenyu Wang and Lina Niu

Pharmaceutical Science Advances, 2026, 4, 100110
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Nanotechnology based targeted drug delivery systems for breast cancer: challenges, recent advancement and future perspectives

Santosh Kumar, Shivam Rathaur, Debalina Maity, Parag Varshney and Jiaur R Gayen

Nanomedicine, 2026, 21, 1027
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Advances in novel drug delivery systems: a focus on nanoparticles and mucoadhesive technologies

Ravi Sangavi, Sulekha Khute and Paranthaman Subash

Drug Development and Industrial Pharmacy, 2025, 51, 1673
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Integrating artificial intelligence into drug delivery systems: Formulation development and current challenges

Ines Lucas, João Sousa and Carla Vitorino

European Journal of Pharmaceutics and Biopharmaceutics, 2026, 226, 115133
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Decoding psychotropic-induced metabolic disturbances: gut-brain axis, multi-omics, and nutrition-lifestyle integration

Dhoha Dhieb and Kholoud Bastaki

Front. Nutr., 2026, 13
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Implantable Drug Delivery Systems for Skeletal Muscles and Eyes

Serge Ostrovidov, Murugan Ramalingam, Hongkai Wu, Toshinori Fujie, Yukinari Nakamura, Takeshi Hori, Yuji Nashimoto, Xuetao Shi and Hirokazu Kaji

Advanced NanoBiomed Research, 2026, 6
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Biopolymeric advanced hydrogel systems with special reference to pectin for targeted colonic drug delivery: A review

Nayeema Gull, Insha Kakroo, Reyaz A. Rather, Mushtaq A. Bhat, Nisar A. Dangroo and Aabid H. Shalla

International Journal of Biological Macromolecules, 2026, 372, 152902
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Artificial Intelligence and Machine Learning as Catalysts for Precision Medicine: Implications for Diagnosis and Drug Development

Kehinde Oluwagbenga Falayi, Ome Valentina Akpughe, Kazeem Enitan Bello, Raphael Adebomi Adewale, Bright Kofi Ladzro and Oluwatoyin Aanu Ayeni

Oncology, Nuclear Medicine and Transplantology, 2026, 2, onmt015
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Precision pharmaceutics: bioinformatics and pharmacogenomics as catalysts for personalized drug therapy

Jaskaran Preet Singh Saini, Ankita Thakur and Deepak Yadav

Journal of Pharmacy and Pharmacology, 2026, 78
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Opportunities for artificial intelligence and synthetic biology in designing living drug delivery systems

Jason H. Yang and Caleb J. Bashor

Advanced Drug Delivery Reviews, 2026, 235, 115883
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The Potential of Chronotherapy and Nanotherapy-Based Strategies for Glioblastoma Treatment

Ana Raquel Neves, Rafael Mineiro, Telma Quintela and Diana Costa

Pharmaceutics, 2026, 18, 235
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From molecule to absorption: a multiscale framework for subcutaneous biologic delivery

Mario de Lucio, Vivek Sree, Galen Shi, David Collins, Jean-Christophe Veilleux, Hector Gomez and Pavlos P. Vlachos

Advanced Drug Delivery Reviews, 2026, 233, 115857
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Myocardial Revascularization in 2025: A Clinical Perspective on the Evolution of Technologies, Strategic Decision-Making, and Future Horizons

Vaibhav Sharma and Kriti Ahuja

Rev. Cardiovasc. Med., 2026, 27
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Advances in Programmable Hydrogels for Regenerative Drug Delivery: A Review

Pawan Kumar, Jitender Sharma, Ravinder Kumar, Katerina Benova, Jaroslav Frantik, Jayendra Kumar and Akhilesh Patel

J Polym Environ, 2026, 34
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AI-Driven Drug Formulation Development: Transforming the Future of Pharmaceutical Drug Development from Discovery to Regulatory Aspects

Ali Sartaj, Anjali Rajora, Juveria Usmani, Sweeti Bana, Annu and Javed Ali

J Pharm Innov, 2026, 21
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Chronopharmacology-Driven Precision Therapies for Time-Optimized Cardiometabolic Disease Management

Shakta Mani Satyam, Sainath Prabhakar, Mohamed El-Tanani, Bhoomendra Bhongade, Adil Farooq Wali, Imran Rashid Rangraze, Ismail Ibrahim Ali Matalka, Yahia El-Tanani, Manfredi Rizzo, Sorina Ispas, Ioannis Ilias, Anna Paczkowska, Viviana Maggio and Karolina Hoffmann

Biology, 2026, 15, 241
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Pectin in precision medicine for targeted delivery, gene therapy, and cancer immunomodulation: A review

Snigdha Satabdi Dixit and Ganesh Moorthy

International Journal of Biological Macromolecules, 2026, 359, 151816
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Deep learning for small-molecule drug discovery: From molecular design to clinical translation

Rita I. Oliveira, Tiago O. Pereira, Maryam Abbasi, Jorge A.R. Salvador and Joel P. Arrais

Journal of Pharmaceutical Analysis, 2025, 101533
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Polycystic ovary syndrome (PCOS): current insights, emerging therapeutics, and future treatment strategies

Mitali Panchpuri, Anglina Kisku, Ritu Painuli, Gaurav Pant and Chetan Kumar

Inflammopharmacol, 2026, 34, 1005
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AI-driven nanomedicine for cancer theranostics

Ashutosh Tiwari, Widodo, Dyah Ika Krisnawati, Chih-Yu Chen and Tsung-Rong Kuo

Mol Cancer, 2026, 25
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The Convergence of Biology and Material Science: Biomolecule-Driven Smart Drug Delivery Systems

Yaqin Hou and Xiaolei Yu

Biomolecules, 2025, 15, 1383
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