Program Overview

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University Program Information

The university offers various programs in the field of health sciences and medical information treatment. The programs are designed to provide students with a comprehensive understanding of the main methods and concepts in their respective fields.

Masters Programs

• AI4PH: “Artificial Intelligence for Public Health”
• ISIS
• MQERS -SPSD

CESU-DU-DESU-DESIU Programs

• CESU / PGCert AIPro
• CESU BIOMETH
• FROM TIM
• DESU / PGDip AI4PH
• DESU EBM
• DESU GEOEPI
• DESU IIM
• DESU MQES
• DESU MSTAVS
• DESU MSTEPS
• DESIU REDS
• Others

Medical Studies

• PASS: UE4
• DFGSM2: IT training
• DFGSM3: Quantitative biomedicine
• DFGSM3: Free master's course
• DFGSM3: Initiation to Research Actions
• Others

Paramedical Studies

• Speech therapy (1st year): Computer training
• Speech therapy ability (3rd year): Computer training and descriptive statistics
• Orthoptics capacity (2nd year): Computer training and descriptive statistics
• Nursing: Introduction to the use of ICT
• Others

TU MET-MALE Program

Objective

The objective of the TU MET-MALE program is to understand and master the main methods of machine learning to analyze health data.

Knowledge to be Acquired

Students will acquire knowledge of the main methods of machine learning, from their fundamental concepts to their contextualized use in analyzing health data.

Skills to be Acquired

Students will be able to perform and interpret an analysis using machine learning methods.

Description

The program covers:

• General theoretical framework for machine learning
• k-means
• Vector machine support
• Tree-based methods, bagging, random forests, boosting
• Neural networks

Pedagogical Method

The program uses online courses via NetConference and distance mentoring over the Internet.

Prerequisite

Students must have knowledge of computer use, word processing, and computer presentation tools.

Total Hours

The program consists of between 20 and 30 hours per NetConference, plus personal work.

ECTS

The program is worth 6 ECTS credits.

Square

The program is held at the Faculty of Medical and Paramedical Sciences of Marseille.

Dates

The schedule for the program can be found on the university's website.

Head

The head of the program is R. Giorgi.

Teachers

The teachers for the program are R. Giorgi, Q. Marcou, and N. Ngo.

Assessment of Knowledge

The assessment of knowledge for the program is based on:

• Continuous assessment of knowledge with various homework assignments, tests, and exercises (coefficient of 2)
• An oral examination (coefficient of 3)

Educational Resources

Course materials are available on the Internet.

Research Areas

The university has several research teams, including:

• CaLIPSo Team
• QuanTIM Team
• SanteRCom Team
• ISSPAM Institute

Publications

The university publishes research in various fields, including:

• Our publications
• CaLIPSo Team
• QuanTIM Team
• SanteRCom Team

Educational Resources

The university offers various pedagogical resources, including:

• Statistics, clinical and epidemiological research methodology
• Medical informatics and information processing methods
• Human, economic and social sciences of health
• Webinars
• Interactive videos
• Various videos