Research graph
References from Machine learning-enabled formulation development of implantable drug delivery systems for precision medicine: from ocular and cochlear implants to personalized therapeutics. Local targets link to admitted publications; unresolved targets remain external evidence.
Advancing ocular gene therapy: a machine learning approach to enhance delivery, uptake and gene expression
10.1016/j.drudis.2025.104359 · 2025 · External reference
From wearable sensors to smart implants-–toward pervasive and personalized healthcare
10.1109/tbme.2015.2422751 · 2015 · External reference
Biodegradable and biocompatible polymers for tissue engineering application: a review
10.3109/21691401.2016.1146731 · 2017 · External reference
Machine learning in clinical and epidemiological research: isn’t it time for biostatisticians to work on it?
10.2427/13245 · 2019 · External reference
Current concepts and future trends in increasing the benefits of cochlear implantation: a narrative review
10.3390/medicina58060747 · 2022 · External reference
Machine learning directed drug formulation development
10.1016/j.addr.2021.05.016 · 2021 · External reference
Revolutionizing drug formulation development: the increasing impact of machine learning
10.1016/j.addr.2023.115108 · 2023 · External reference
Ocular implants-methods of ocular reconstruction following radical surgical interventions
10.22336/rjo.2018.3 · 2018 · External reference
Recent advances in ophthalmic drug delivery
10.3390/pharmaceutics14102075 · 2022 · External reference
Drug release mechanisms of high-drug-load, melt-extruded dexamethasone intravitreal implants
10.1016/j.ejpb.2023.04.003 · 2023 · External reference
PLGA-Based nanoparticles: an overview of biomedical applications
10.1016/j.jconrel.2012.01.043 · 2012 · External reference
Poly-ε-caprolactone based formulations for drug delivery and tissue engineering: a review
10.1016/j.jconrel.2011.09.064 · 2012 · External reference
Unresolved reference
2024 · External reference
Drug delivery in cochlear implantation
10.1080/00016489.2021.1888505 · 2021 · External reference
Artificial intelligence for cochlear implants: review of strategies, challenges, and perspectives
10.1109/access.2024.3429524 · 2024 · External reference
A guide to deep learning in healthcare
10.1038/s41591-018-0316-z · 2019 · External reference
Systems precision medicine: putting the pieces back together
10.3390/systems11070367 · 2023 · External reference
Non-invasive smart implants in healthcare: redefining healthcare services delivery through sensors and emerging digital health technologies
10.1016/j.sintl.2022.100156 · 2022 · External reference
Approaches of wearable and implantable biosensor towards of developing in precision medicine
10.3389/fmed.2024.1390634 · 2024 · External reference
Conducting polymers for neural interfaces: challenges in developing an effective long-term implant
10.1016/j.biomaterials.2008.04.047 · 2008 · External reference
Recent progress in implantable drug delivery systems
10.1002/adma.202312530 · 2024 · External reference
A deep learning predictive model for selective maintenance optimization
10.1016/j.ress.2021.108191 · 2022 · External reference
Measuring the quality of explanations: the system causability scale (SCS) comparing human and machine explanations
10.1007/s13218-020-00636-z · 2020 · External reference
Machine learning-driven multifunctional peptide engineering for sustained ocular drug delivery
10.1038/s41467-023-38056-w · 2023 · External reference
Cochlear implants and the right to language: ethical considerations, the ideal situation, and practical measures toward reaching the ideal
10.5772/35558 · 2012 · External reference
Use of computational intelligence in customizing drug release from 3D-printed products: a comprehensive review
10.3390/pharmaceutics17050551 · 2025 · External reference
Key challenges for delivering clinical impact with artificial intelligence
10.1186/s12916-019-1426-2 · 2019 · External reference
Cochlear implantation in post lingually deaf adults is time-sensitive towards positive outcome: prediction using advanced machine learning techniques
10.1038/s41598-018-36404-1 · 2018 · External reference
Emerging approaches for restoration of hearing and vision
10.1152/physrev.00035.2019 · 2020 · External reference
Designing hydrogels for controlled drug delivery
10.1038/natrevmats.2016.71 · 2016 · External reference
Design of biodegradable, implantable devices towards clinical translation
10.1038/s41578-019-0150-z · 2020 · External reference
Spontaneous immunomodulation and regulation of angiogenesis and osteogenesis by Sr/Cu-borosilicate glass (BSG) bone cement to repair critical bone defects
10.1016/j.bioactmat.2022.10.021 · 2025 · External reference
Revolutionizing precision medicine: exploring wearable sensors for therapeutic drug monitoring and personalized therapy
10.3390/bios13070726 · 2023 · External reference
Poly lactic-co-glycolic acid (PLGA) as biodegradable controlled drug delivery carrier
10.3390/polym3031377 · 2011 · External reference
A short guide for medical professionals in the era of artificial intelligence
10.1038/s41746-020-00333-z · 2020 · External reference
Artificial intelligence and machine learning approaches in rational drug design to overcome cancer chemoresistance
2026 · External reference
Unresolved reference
2018 · External reference
A systematic review of machine learning approaches in cochlear implant outcomes
10.1038/s41746-025-01733-9 · 2025 · External reference
Big data and machine learning algorithms for health-care delivery
10.1016/s1470-2045(19)30149-4 · 2019 · External reference
AI in health and medicine
10.1038/s41591-021-01614-0 · 2022 · External reference
An introduction to materials in medicine
1996 · External reference
Unresolved reference
2020 · External reference
Smart drug delivery systems: technological advancements, clinical challenges, and future perspectives
10.22034/nsam.2025.02.02 · 2025 · External reference
Predictive models for cochlear implant outcomes: performance, generalizability, and the impact of cohort size
10.1177/23312165211066174 · 2021 · External reference
United States food and drug administration regulation of clinical software in the era of artificial intelligence and machine learning
10.1016/j.mcpdig.2025.100231 · 2025 · External reference
Artificial intelligence in ocular drug delivery: precision drug delivery's new horizon
10.1208/s12249-025-03271-9 · 2026 · External reference
Implantable polymeric drug delivery devices: classification, manufacture, materials, and clinical applications
10.3390/polym10121379 · 2018 · External reference
A semi-supervised support vector machine model for predicting the language outcomes following cochlear implantation based on pre-implant brain fMRI imaging
10.1002/brb3.391 · 2015 · External reference
Ocular drug delivery: advancements and innovations
10.3390/pharmaceutics14091931 · 2022 · External reference
High-performance medicine: the convergence of human and artificial intelligence
10.1038/s41591-018-0300-7 · 2019 · External reference
Biomedical applications of biodegradable polymers
10.1002/polb.22259 · 2011 · External reference
Short-term and long-term risk factors in gastric cancer
10.3748/wjg.v21.i21.6434 · 2015 · External reference
Development and applications of PLGA hydrogels for sustained delivery of therapeutic agents
10.3390/gels10080497 · 2024 · External reference
10.1007/978-3-319-57959-7
10.1007/978-3-319-57959-7 · 2017 · External reference
Artificial intelligence in pharmaceutical technology and drug delivery design
10.3390/pharmaceutics15071916 · 2023 · External reference
Biomedical big data technologies, applications, and challenges for precision medicine: a review
10.1002/gch2.202300163 · 2024 · External reference
Choices in deaf education and cochlear implantation: suggesting a more inclusive approach
10.1016/j.ijporl.2020.110419 · 2021 · External reference
Cochlear implants: system design, integration, and evaluation
10.1109/rbme.2008.2008250 · 2008 · External reference
Artificial intelligence‐enabled innovations in cochlear implant technology: advancing auditory prosthetics for hearing restoration
10.1002/btm2.10752 · 2025 · External reference
