TACTICAL COMBAT CASUALTY CARE (TCCC) AI DECISION SUPPORT SYSTEM
| dc.contributor.author | Piltiai, Roman | |
| dc.date.accessioned | 2026-04-20T11:53:42Z | |
| dc.date.available | 2026-04-20T11:53:42Z | |
| dc.date.issued | 2026 | |
| dc.description.abstract | Tactical Combat Casualty Care (TCCC) serves as the definitive standard for battlefield trauma management, yet the application of these protocols under high-stress combat conditions remains a significant challenge. Cognitive overload and lack of immediate expert guidance can lead to critical errors in pre-hospital care. This capstone project addresses this gap by engineering an Intelligent TCCC Tutor and Decision Support System tailored for dynamic environments. The proposed solution leverages a cloud-native, serverless architecture on Amazon Web Services (AWS) to ensure high availability, scalability, and low-latency performance. By integrating Generative AI and Large Language Models (LLMs), the system interprets complex user inputs and provides real-time, context-aware guidance aligned with the MARCH algorithm. The application was designed using modern software engineering principles, prioritizing modularity and enterprise-scale security standards. The resulting system demonstrates how advanced cloud computing and artificial intelligence can be effectively operationalized to enhance medical training and decision-making. This project not only delivers a functional prototype for tactical education but also establishes a reference architecture for future AI-driven systems in high-stakes domains. | |
| dc.identifier.citation | Piltiai, Roman. (2026). TACTICAL COMBAT CASUALTY CARE (TCCC) AI DECISION SUPPORT SYSTEM. Kyiv: American University Kyiv. URI: https://er.auk.edu.ua/handle/234907866/182 | en |
| dc.identifier.uri | https://er.auk.edu.ua/handle/234907866/182 | |
| dc.language.iso | en_US | |
| dc.publisher | Manuscript | |
| dc.subject | Tactical Combat Casualty Care (TCCC) | |
| dc.subject | Artificial Intelligence | |
| dc.subject | Generative AI | |
| dc.subject | Decision Support Systems | |
| dc.subject | Serverless Computing | |
| dc.subject | Cloud Architecture | |
| dc.title | TACTICAL COMBAT CASUALTY CARE (TCCC) AI DECISION SUPPORT SYSTEM | |
| dc.title.alternative | СИСТЕМА ПІДТРИМКИ ПРИЙНЯТТЯ РІШЕНЬ НА ОСНОВІ ШІ ДЛЯ НАДАННЯ ДОПОМОГИ ПОРАНЕНИМ В УМОВАХ БОЙОВИХ ДІЙ (TCCC) | |
| dc.type | Thesis |