biomedical engineering
智能吸入生物材料
Intelligence-enabled smart inhalable biomaterialsA bioengineering framework integrating disease-informed material design with machine-learning-assisted formulation optimization, formulation–device–patient coupling, lung-on-chip validation, and patient-specific pulmonary modeling to address barriers in inhalation therapy for chronic inflammatory airway diseases. / 一种生物工程框架，将疾病信息的材料设计与机器学习辅助的配方优化相结合，实现配方-装置-患者的耦合、芯片肺验证和患者特异性肺建模，以解决慢性炎症性气道疾病吸入治疗中的屏障问题。
- Knowledge type
- 实际应用
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-10-29 20:07:14
Sub-knowledge points
mucus-penetrating and mucoadhesive carriersresponsive materialstransformable nano-in-micro systemspolymeric and lipid nanoparticlesbiomimetic carriersextracellular vesiclespulmonary delivery of nucleic acids and biologicslung-on-chip validationpatient-specific computational fluid dynamicsreduced-order models
Higher-order knowledge points
chronic inflammatory airway diseasesmachine learning-assisted formulation optimizationformulation–device–patient couplingmechanistic aerosol modelingphysics-informed surrogatesmulti-objective optimizationuncertainty analysis
Main parameters and performance indicators
mucus-penetrating carriers: carriers designed to penetrate mucus barriersmucoadhesive carriers: carriers designed to adhere to airway surfacesresponsive materials: materials that change properties in response to environmental stimulilung-on-chip: microfluidic devices simulating lung physiologypatient-specific pulmonary modeling: computational models tailored to individual patients
Open problems
optimizing systems primarily at the nanoparticle levelevaluating in static models that do not capture realistic aerosol performancecapturing patient-specific deposition and inhalation maneuvers
Related literature
ranked by community starsIntelligence-enabled smart inhalable biomaterials for chronic inflammatory airway diseases: integrating responsive carrier engineering, lung-on-chip validation, and patient-specific pulmonary modelingOpen source
Related products and links
mucus-penetrating carriersmucoadhesive carriersresponsive materialstransformable nano-in-micro systemspolymeric and lipid nanoparticlesbiomimetic carriersextracellular vesicleslung-on-chip systems
Creation and modification trail
1 recordsRecord title: Intelligence-enabled smart inhalable biomaterials.
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