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Register and get 3 months free of ARtery 3D!
MSc: 1500 hours
Estágio opcional
Online / Inglês
Dupla titulação
MSc: 60 ECTS
Plano de empregabilidade
This MSc / PGDip Artificial Intelligence for Healthcare will provide a broad introduction to AI’s enormous potential and will prepare you to lead multidisciplinary teams that develop Artificial Intelligence projects in healthcare organisations and related industries.
With this online MSc / PGDip you will gain a broad overview of the technical, regulatory, economic and ethical aspects needed to develop AI projects in the healthcare sector. You will learn basic concepts of programming and data processing, as well as the Artificial Intelligence models that can be applied to diagnosing and monitoring different pathologies. By the end of the course, you will have an understanding of the tools needed to implement AI projects and methodologies across the healthcare sector.
You will have access to many hours of audio visual materials, which are the essential teaching materials. Thus, you can study wherever and whenever you want.
During your journey, you will carry out around two weekly practical activities, which will be reviewed and evaluated by your specialist teachers.
Class summaries, articles to stay up-to-date… You will have everything you need to move forward on your journey.
You will learn from renowned experts in the sector thanks to our master classes, which you can watch as many times as you want.
At the end of your route, you will carry out a research project directed by one of our teachers on a topic of your interest.
Da primeira à última etapa do seu percurso, estaremos ao seu lado para ajudá-lo a tirar o máximo proveito da sua formação.
Com a matrícula, inicia o acesso ao campus virtual, à organização do plano formativo e a recursos adicionais, como técnicas de estudo e curso de inglês, que podem ser realizados antes ou em paralelo com o Master.
Acesso a conteúdos digitais, sessões síncronas e apoio dos docentes ao longo do desenvolvimento do programa.
Exercícios e casos aplicados que permitem consolidar competências técnicas e validar a sua evolução ao longo do programa.
Desenvolvimento de um projeto aplicado na área da Inteligência Artificial em Saúde, com acompanhamento académico especializado.
Até 300 horas de experiência profissional.
Após a conclusão do Master, poderá solicitar a emissão do diploma CEMP com acreditação da Universidad Católica de Ávila (UCAV), assegurando o enquadramento académico no Espaço Europeu de Ensino Superior.
*ver condições de acreditação.
Candidatar-me ao Master Candidatar-me ao MasterAo longo do programa, desenvolverá competências técnicas, estratégicas e regulamentares necessárias para planear, implementar e liderar projetos de Inteligência Artificial em contextos clínicos e organizacionais. A estrutura curricular foi concebida de forma progressiva, combinando fundamentos, aplicação prática e visão de implementação no setor da saúde.
Exam
1. Rule-based expert systems. The predecessors of AI
2. Machine Learning: regression, classification and clustering models
3. Neural networks and deep learning
4. The learning paradigm. Feature selection and model optimisation
5. What is Python? Introduction. Python and data science. Installation and working environment
6. Getting started in Python (Theory) Data types, variables, operators, loops and other structures
7. Getting started in Python.(Practical) Data types, variables, operators, loops and other structures
8. Object orientation: classes and instances, attributes and methods. Working with libraries
9. Fundamental Python libraries for working with data: Numpy and Pandas
10. Introduction to AI in Python. Libraries and levels of abstraction
11. Data analysis in Python: Spicy, Matplotlib, Seaborn, statsmodels
12. Data structuring: data sets for training, validation and testing. Data augmentation
13. Machine Learning in Python: Scikit-learn and practical examples
14. Neural Networks in Pyhton: Pytorch, Tensorflow and Keras
Exam
1. Types of data in health
2. Hospital Information Systems (HIS) and Electronic Health Records (EHR)
3. Image Management Systems (PACS and DICOM)
4. Data interoperability in healthcare. The FHIR standard
5. Text mining and Natural Language Processing (NLP)
6. Medical image analysis. U-Nets and GANs
7. Robotic Process Automation
8. Artificial Intelligence and Cloud Computing
9. Decision Support Systems: Diagnosis and Treatment
10. AI in Drug Discovery and personalised treatments
11. Management improvements
12. Patient interaction and telemedicine
Exam
1. Framework evaluation Outcome-Action-Pair (OAP)
2. Life cycle of an IA project
3. Design and development
4. Validation
5. Monitoring and maintenance
6. Relevant actors IA Health
7. Bias, interpretability and fairness
8. Privacy and security
9. Regulatory environment
10. Implementing an AI strategy
11. Corporate intrapreneurship and cultural change
12. Project management
13. Public and private financing tools for innovative projects
Exam
Why enrol in our Postgraduate Certificate in Artificial Intelligence for Healthcare? Because in addition to having prestigious professors and a curriculum aimed at preventing student drop-out, we guide our students towards achieving their professional goals.
Learn more about the employability plan you'll benefit from the moment you sign up.
This MSc programme opens doors to diverse careers in healthcare and technology. Graduates can excel in healthcare data analysis, medical imaging, clinical decision support, and more. Prepare for exciting AI-driven healthcare careers!
Our MSc Applications of Artificial Intelligence for Healthcare has a total duration of 2250 hours . This is equivalent to 180 UK credits, the workload typically associated with an academic year. You can also choose our PGDip, which has no Major Project included and has a duration of 1500 hours (120 UK CAT).
You will only need a computer for this course. During your training ,you will also work with Python, one of the main programming languages.
At CEMP, we offer online training programs that are fully adapted to the needs of each person, with tailored payment instalments available worldwide , to make sure each student is able to complete all stages of their postgraduate course successfully. To find out more about fees and payment plans, contact us through the online form and one of our friendly and experienced team will be in touch.
