PhD Studentship - AI-ACT: AI Augmented Clinical Training with Natural Language Processing
Program Overview
This PhD program focuses on developing AI (AI-ACT) to automate patient communication in immersive clinical training. AI-ACT will analyze communication and team performance, providing personalized training experiences. The program aims to advance machine learning methods that simulate realistic patient responses based on context, leading to enhanced assessment and evaluation of clinical skills.
Program Outline
Degree Overview:
This PhD Studentship focuses on AI-ACT: AI Augmented Clinical Training with Natural Language Processing. The AI-ACT system will measure both quantitative and qualitative aspects of the training outcomes and team performance, with capacity to capture behavioural and psychological attributes dynamically, which can be used to customise the training experience.
Objectives:
- (O1) to review machine learning methods that generate realistic patient responses and identify related rubric matrix for clinical skill development. patient responds to dialogue with heightened level of anxiety and pain, resulting in angry tone, change in blood pressure etc).
Careers:
A research degree can open new career opportunities in commercial research and development, consultancy, or could lead you to starting your own business. You may alternatively consider a career in academia. The group is very dynamic, ambitious, well networked and delivers state-of-the-art research in a range of machine learning and data science topics, publishing research results in prestigious venues.
Bournemouth University
Overview:
Bournemouth University is a public university located in Bournemouth, Dorset, England. It is known for its strong focus on employability and its commitment to providing students with a high-quality learning experience.
Services Offered:
Bournemouth University offers a wide range of services to its students, including:
Accommodation:
On-campus accommodation options are available for students.Careers & Employability:
The university provides support for students in their career development, including career advice, job search assistance, and internship opportunities.Health & Wellbeing:
Students have access to a range of health and wellbeing services, including counseling, mental health support, and fitness facilities.Learning:
The university offers a variety of learning resources, including libraries, IT facilities, and online learning platforms.Help & Advice:
Students can access support and advice from a variety of university staff, including academic advisors, student support officers, and financial advisors.Student Life and Campus Experience:
Bournemouth University offers a vibrant and diverse student life experience. Students can participate in a wide range of clubs and societies, attend university events, and enjoy the many attractions of the Bournemouth area.
Key Reasons to Study There:
Strong Employability Focus:
The university has a strong track record of preparing students for successful careers.High-Quality Learning Experience:
Bournemouth University is committed to providing students with a high-quality learning experience, with experienced faculty and modern facilities.Vibrant Student Life:
The university offers a vibrant and diverse student life experience, with a wide range of clubs, societies, and events.Beautiful Location:
Bournemouth is a popular seaside town with a range of attractions, including beaches, parks, and restaurants.Academic Programs:
Bournemouth University offers a wide range of undergraduate and postgraduate programs across a variety of subject areas, including:
Health & Social Sciences:
Nursing, Social Work, Psychology, and more.Management:
Business, Finance, Marketing, and more.Media & Communication:
Journalism, Film, Animation, and more.Science & Technology:
Engineering, Computing, and more.Entry Requirements:
- Outstanding academic potential: This is measured by either a 1st class honours degree (or equivalent Grade Point Average (GPA) or a Master’s degree with distinction or equivalent.
- English Language Proficiency: For candidates for whom English is not their first language, an IELTS (Academic) score of 6.5 minimum (with a minimum 6.0 in each component, or equivalent) is required. This must be evidenced at the point of application.
Language Proficiency Requirements:
- IELTS (Academic) score of 6.5 (with a minimum 6.0 in each component) or equivalent.
Note:
The entry requirements are the same for both EU home students and international overseas students outside the EU.
