View Proposal

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Proposer

Radu-Casian Mihailescu

Title

Adaptive AI for Structured Clinical Data Collection

Goal

Develop an AI-based system that dynamically selects the most relevant questions needed to complete a structured clinical record.

Description

The project will investigate context-sensitive question selection for clinical documentation. Using previously entered information and unresolved fields, the system will decide which question should be asked next while minimising unnecessary prompts. Different strategies can be compared in terms of completeness, number of questions and interaction burden. Traditional clinical forms use fixed questionnaires that may contain irrelevant questions or leave important information incomplete. Adaptive AI can instead guide documentation by selecting questions based on the current context and missing information.

Resources

Background

Url

Difficulty Level

Moderate

Ethical Approval

None

Number Of Students

0

Supervisor

Radu-Casian Mihailescu

Keywords

artificial intelligence, large language models, clinical nlp, adaptive questioning, healthcare ai, human-ai interaction, clinical documentation

Degrees

Bachelor of Science in Computer Science
Bachelor of Science in Computer Systems
Bachelor of Science in Information Systems
Bachelor of Science in Software Development for Business (GA)
Master of Engineering in Software Engineering
Master of Design in Games Design and Development
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Master of Science in Business Information Management
Master of Science in Computer Science for Cyber Security
Master of Science in Computer Systems Management
Master of Science in Data Science
Master of Science in Human Robot Interaction
Master of Science in Information Technology (Business)
Master of Science in Information Technology (Software Systems)
Master of Science in Network Security
Master of Science in Robotics
Master of Science in Software Engineering
Bachelor of Science in Computing Science
Bachelor of Engineering in Robotics
Bachelor of Science in Computer Science (Cyber Security)
Master of Science in Robotics with Industrial Application
Postgraduate Diploma in Artificial Intelligence
Bachelor of Science in Statistical Data Science
BSc Data Sciences
MSc Applied Cyber Security