Artificial intelligence–assisted organ-on-chip systems
Smart Organ-on-Chip Devices: Dynamic Microfluidic Systems for Cell Culture, Elsevier, ss.61-69, 2025
- Yayın Türü: Kitapta Bölüm / Araştırma Kitabı
- Basım Tarihi: 2025
- Doi Numarası: 10.1016/b978-0-443-13403-6.00015-5
- Yayınevi: Elsevier
- Sayfa Sayıları: ss.61-69
- Anahtar Kelimeler: Artificial intelligence, Machine learning, Personalized medicine, Smart organ-on-chip devices
- Ankara Üniversitesi Adresli: Hayır
Özet
Artificial intelligence (AI) has emerged as a promising tool for enhancing the performance of organ-on-chip (OOC) devices, which are promptly garnering attention as a means of studying human physiology and disease in vitro. These devices are designed to replicate the functionality of human organs in a miniature layout, providing a powerful platform for drug discovery, toxicity testing, and personalized medicine. Nevertheless, the vast amounts of data generated by OOC devices can be overwhelming, creating significant challenges for data processing and analysis. By leveraging AI techniques, such as machine learning and neural networks, researchers can efficiently analyze complex datasets and identify patterns that would be difficult to discern using traditional methods. Moreover, AI can optimize experimental design and predict the behavior of OOC devices under different conditions, thereby accelerating the development and testing of new drugs and therapies. As such, integrating AI with OOC devices holds great promise for advancing our understanding of human physiology and transforming the fields of drug discovery and personalized medicine.