Graduate School of Engineering and Basic Sciences
- Direction
- Prof. Vanessa Gómez Verdejo
- Language
- English
- Attendance
- On-campus
- Credits
- 60
- Campus
- Leganes
- Applications
-
☛ Places available: 20
- Departments
- Signal and Communications Theory, Bioengineering and Aeroespace Engineering, Department of Computer Science and Engineering
MORE INFORMATION HERE
For more information click on the link and contact us
APPLICATION FOR ADMISSION
Use your 4 digit password to complete your application.
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The Master in Information Health Engineering emerges as an answer to the increasing demand of researchers with an interdisciplinary background in the fields of information technologies and bioengineering. Nowadays, the intersection of these two areas stands out for its enormous potential in both research and application: the role of machine learning, signal processing, data science, and artificial intelligence is becoming crucial in almost any field and particularly in health engineering applications. Significantly, both public and private investing in research related to these areas has an enormous social and economic impact. In fact, companies such as Philips, Siemens, Microsoft, IBM, Amazon, Google or Apple, to name just a few, are demanding this research profile.
This Master combines the disciplines of information and health engineering with the goal of training researchers to become experts in signal and data analysis tools, with special emphasis on their use on medical signals and images. The training provided by the master's degree will have a strong theoretical foundation, allowing future graduates to apply their knowledge to design innovative methods of information processing and providing the basis for subsequent doctoral studies and/or R&D activities in industry.
│MASTER IN NUMBERS
- ☛ Taught by more than 20 professors and leading researchers in the field
- ☛ The program is completed in one academic year
- ☛ According to Forbes two of the three most demanded jobs are related to AI and health
- ☛ Personalized master program: an offer of 20 courses to adjust the program to your background and interests
- CURRICULUM
- CURRICULUM
The program consists of 60 ECTS to be studied in 2 semesters with the following structure:
SEMESTER 1 (30 ECTS)
- SUBJECT 1 | BASIC FORMATION
Formed by 3 compulsory subjects of 6 ECTS each. - SUBJECT 2 | METHODS AND TOOLS FOR COMPUTATIONAL INTELLIGENCE
It contains 4 elective subjects of 6 ECTS each. Students must choose two of these four subjects.
SEMESTER 2 (30 ECTS)
- SUBJECT 3 | MEDICAL IMAGES AND VISION BY COMPUTER
Composed of several elective subjects of 3 and 6 ECTS on the processing and analysis of data based on medical images. - SUBJECT 4 | LEARNING MACHINE IN HEALTH
Composed of several elective subjects of 3 and 6 ECTS on advanced methods of machine learning relevant in specific areas of health. - SUBJECT 5 | SKILLS FOR RESEARCH
Formed by the subject Master Thesis of 12 ECTS.
Course 1 - Semester 1
Core Courses Subjects ECTS TYPE Language Biosignals & Bioimages 6 C 
Machine Learning 6 C Statistical Signal Processing 6 C Methods and tools for computational intelligence Subjects ECTS TYPE Language Choose 2 Deep Learning 6 E Biomedical Image Processing 6 E Data Modelling 6 E Data intensive computing 6 E Course 1 - Semester 2
Medical imaging and computer vision* Subjects ECTS TYPE Language Choose a minimum of 6 ECTS Medical image reconstruction 6 E Medical image generation 3 E Surgical navigation and imaging 3 E Neuroimaging 3 E Computer Vision 6 E Clinical data 3 E Machine learning for health* Subjects ECTS TYPE Language Choose a minimum of 6 ECTS Information Theory 6 E Speech & Natural Language Processing 6 E Optimization 6 E Personalized medicine 3 E Communication Technologies in Healthcare 3 E Research skills Subjects ECTS TYPE Language Master Thesis 12 TFM * To complete the 30 ETCS of the Semester 2, the students will study the 12 ECTS of subject-matter 5 and, in addition, they must choose a total of 18 ECTS between the subjects of the subject-matter 3 and 4, choosing a minimum of 6 ECTS in each subject-matter.
C) Compulsory: 18 ECTS
E) Elective course: 30 ECTS
TFM) Master Thesis: 12 ECTS
course Programs
- SUBJECT 1 | BASIC FORMATION
- QUALITY
PROGRAMME’S QUALITY ASSURANCE
The Academic Committee of the Master’s programme complies with the SGIC-UC3M and it is responsible for the follow-up, analysis, review, assessment and quality of the program, it contributes with proposals to improve the program and produces the “Memoria Académica de Titulación” (Programme Report).
- CURRICULUM
- FACULTY
FACULTY
The Master in Information Health Engineering has a teaching team of full professors and associate professors from the different Departments participating in the program:
- ADMISSION
- ADMISSION
Application
The request is made electronically through our application. Before starting the admission process it is important to consult the supporting information that we offer below:
REQUIREMENTS
To access this master's degree, it is necessary to hold a degree in Telecommunications Engineering, Data Engineering and Data Science, Computer Science and Computer Engineering, Electrical Engineering, Biomedical Engineering or Bioengineering
ADMISSION CRITERIA
Candidate selection will be done on the basis of the following criteria:
ADMISSION CRITERIA WEIGHTING Academic record 60% Professional Experience 10% Grades in essential courses to the Master's programme 15% Motivation, interest and recommendation letters 10% Other 5% ADMISSION PROFILE
The Master of Information Health Engineering is mainly aimed at engineering graduates of the following families:
- Telecommunications Engineering
- Data Engineering and Data Science
- Computer Science and Computer Engineering
- Electrical Engineering
- Biomedical Engineering or Bioengineering
Language requirements
Check the general language requirements required to study a Master’s at UC3M, depending on whether it is in Spanish, English or bilingual.
students with foreign university degrees
Once admitted to the Master’s, students with university degrees issued by a higher education institution belonging to an educational system outside the EHEA, must provide, for enrolment, the diploma, legalized by diplomatic procedures or by means of The Hague Apostille. They must also submit the transcript of records, with the grade point average, duly legalized.
More information about Legalization of Foreign Documents.
If needed, documents must be accompanied by an official sworn translation into Spanish.
- ENROLLMENT
FEES *
2020-2021 Academic year
- Reservation fee: €450 (It will be paid once the student receives notification of admission to the master’s, and deducted from the first tuition payment)
60 ECTS in the first academic year:
- EU students: €2,701.2 (€45.02/ECTS credit)
- Non EU students: €5,044.2 (€84.07/ECTS credit)
* Pending approval by the Regional Government of Madrid for 2020/2021
NOTE: The enrolment fees do not include the cost of issuing the master’s degree certificate.Additional information
- You may enrol on the master’s degree after completing the admission process and receiving formal confirmation of your acceptance.
- When performing the enrolment you can choose between Full-time enrolment or Part-time enrolment.
- The email address provided upon enrolment will be used for formal communications; students are therefore kindly requested to check their mail regularly.
- Pursuant to the regulations of the Universidad Carlos III de Madrid, a student failing to pay any part of the fees will not be admitted and the enrolment process will be terminated. In cases of cancellation of enrolment due to non-payment, the University may demand the payment of the pending amounts for enrolment in previous academic courses as a prior condition of enrolment.
No diploma or certificate will be issued if a student has any outstanding payments.
Best Practices and Regulations
- ADMISSION
- SCHOLARSHIPS
General information on grants and scholarships
For more information on specific grants of interest awarded by UC3M and by other agencies or organisations.
- PRACTICAL INFORMATION
MASTER’S COURSE SCHEDULE
Check the Master’s schedule (Academic Year 2019-2020)
Schedule 2019-2020 Academic year
Classes will be taught during AFTERNOONS.
- DOUBLE DEGREE
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MASTER IN TELECOMMUNICATIONS ENGINEERING Master in Information Health Engineering Admission period closed: will open on March 1, 2020
The UC3M offers you the possibility of jointly studying the Master in Telecommunications Engineering, along with the Master in Information Health Engineering. The former allows you to acquire the training to practice as a Telecommunications Engineer. This study option means you will obtain a high level of specialization and research training that will put you in prime position regarding employment and / or access to Ph.D. studies.
VERSIONS
Two versions of the Master in Telecommunications Engineering are offered: a bilingual version taught on the Madrid-Puerta de Toledo Campus and a Spanish version taught on the Leganés Campus.
Students may select whichever one of the two versions they wish to follow during the admissions process. This choice only affects the first course.
The Master in Information Health Engineering is taught in English in Leganés Campus.
Master in Telecommunications Engineering
The Master in Telecommunications Engineering is a professional Master to replace the Telecommunications Engineering undergraduate degree and enables you to practice as a Telecommunications Engineer, under the provisions of Order CIN / 355/2009 of 9th February.
The Spanish Association of Engineers requires professionals, from companies in the telecommunications field (major manufacturers of telecommunications equipment or telephone service providers) and from other companies, institutions or organizations that need qualified personnel to design and maintain their own telecommunications systems.
The overall aim of the Master in Telecommunications Engineering is to train professionals who are competent to practice as Telecommunications Engineers. The Master is geared towards advanced training and enhancing employability
Master in Information Health Engineering
The Master in Information Health Engineering emerges as an answer to the increasing demand of researchers with an interdisciplinary background in the fields of information technologies and bioengineering. Nowadays, the intersection of these two areas stands out for its enormous potential in both research and application: the role of machine learning, signal processing, data science, and artificial intelligence is becoming crucial in almost any field and particularly in health engineering applications. Significantly, both public and private investing in research related to these areas has an enormous social and economic impact. In fact, companies such as Philips, Siemens, Microsoft, IBM, Amazon, Google or Apple, to name just a few, are demanding this research profile.
This Master combines the disciplines of information and health engineering with the goal of training researchers to become experts in signal and data analysis tools, with special emphasis on their use on medical signals and images. The training provided by the master's degree will have a strong theoretical foundation, allowing future graduates to apply their knowledge to design innovative methods of information processing and providing the basis for subsequent doctoral studies and/or R&D activities in industry.
MASTERS IN NUMBERS
◉ TELECOMMUNICATIONS ENGINEERING
- ☛ 40 students per class
- ☛ 80% of professors are PhD
- ☛ 4th Master Degree in Engineering according to the “Ranking de El Mundo” (2015/16)
- ☛ Employment rates for Telecommunication Engineering and Computer Engineering above 91% and unemployment rates equal to or less than 5% (INE, 2014)
- ☛ The Information and Communication Technologies (ICT) is the 2nd sector according to the number of job offers generated with an increase of 11% (European Job Index, Robert Walters, first quarter 2016)
- ☛ The ICT sector is the 4th with better wages (INE, 2014)
- ☛ Training Telecommunication Engineers since 1995 (Master according to RD 1393/2007, 29 of October, since 2010)
- ☛ 6 Double Degrees with Academic/Professional and Research Masters degrees
◉ INFORMATION HEALTH ENGINEERING
- ☛ Taught by more than 20 professors and leading researchers in the field
- ☛ The program is completed in one academic year
- ☛ According to Forbes two of the three most demanded jobs are related to AI and health
- ☛ Personalized master program: an offer of 20 courses to adjust the program to your background and interests
- CURRICULUM
STRUCTURE
The Double Master's Degree Curriculum is structured around two academic years in which you will take 72 ECTS from the Master's Degree in Telecommunications Engineering and 48 ECTS from the Master's Degree in Information Health Engineering.
The 120 total credits from the dual curriculum is broken down as follows:
- In the first year, students take subjects for the Master's Degree in Telecommunications Engineering (30 ECTS in each semester). Each semester you will take five core subjects of 6 ECTS each.
- During the second year of teaching, you will take specialty subjects in Information Health Engineering (12 compulsory ECTS and 24 elective ECTS), and the 2 Master's Thesis corresponding to each master's degree.
You will have 30 validated ECTS credits, and on completion you receive two Official Master's Degree qualifications.
Course 1 - Semester 1
Master in Telecommunications Engineering Subjects ECTS TYPE Language Design and Operation of Communication Networks 6 C 
Advanced Multimedia Services 6 C Electronic Circuit Design for Communication 6 C Radio Frequency and Antenna Subsystems 6 C Data Processing 6 C Course 1 - Semester 2
Master in Telecommunications Engineering Subjects ECTS TYPE Language Design of Telematics Applications 6 C Electronic Instrumentation and Optoelectronics 6 C Design and Simulation of Communication Systems 6 C Advanced Techniques in Signal Processing and Communications 6 C Project Management and Telecommunications Policy 6 C Course 2 - Semester 1
Master in Information Health Engineering Subjects ECTS TYPE Language Biosignals & Bioimages 6 C Statistical Signal Processing 6 C Choose 2 Deep Learning 6 E Biomedical Image Processing 6 E Probabilistic Modelling and Inference 6 E Data intensive computing 6 E Master in Telecommunications Engineering Subjects ECTS TYPE Language Master Thesis Master's Thesis. Telecommunications Engineering 12 C Course 2 - Semester 2
Master in Information Health Engineering * Subjects ECTS TYPE Language Machine learning for health Speech & Natural Language Processing 6 E Optimization 6 E Personalized medicine 3 E Communication Technologies in Healthcare 3 E Medical imaging and computer vision
(Choose at least 6 ECTS)Medical image reconstruction 6 E Medical image generation 3 E Surgical navigation and imaging 3 E Neuroimaging 3 E Computer Vision 6 E Clinical data 3 E Master Thesis Master's Thesis. Information Health Engineering 12 C * A total of 12 elective ECTS must be completed, choosing a minimum of 6 ECTS among the subjects indicated.
C) Compulsory
E) Elective
TFM) Master's Thesis
course Programs
- QUALITY
Telecommunications Engineering
GENERAL COURSE INFORMATION
☛ First year offered: 2010
- Information about Master´s Degree
- Verification Report
- Monitoring of Official Degrees
- International seal of quality EURACE
Graduate Profile and Competences
PROGRAMME’S QUALITY ASSURANCE
The Academic Committee of the Master’s programme complies with the SGIC-UC3M and it is responsible for the follow-up, analysis, review, assessment and quality of the program, it contributes with proposals to improve the program and produces the “Memoria Académica de Titulación” (Programme Report).
QUALITY INDICATORS
Information Health Engineering
GENERAL COURSE INFORMATION
☛ First year offered:
PROGRAMME’S QUALITY ASSURANCE
The Academic Committee of the Master’s programme complies with the SGIC-UC3M and it is responsible for the follow-up, analysis, review, assessment and quality of the program, it contributes with proposals to improve the program and produces the “Memoria Académica de Titulación” (Programme Report).
- ADMISSION
Application
The request is made electronically through our application. Before starting the admission process it is important to consult the supporting information that we offer below:
Requirements
Check the requirements of the Master in Telecommunications Engineering.
Check the requirements of the Master in Information Health Engineering.
Admission criteria
Check the admission criteria of the Master in Telecommunications Engineering.
Check the admission criteria of the Master in Information Health Engineering.
Language requirements
Check the general language requirements required to study a Master’s at UC3M, depending on whether it is in Spanish, English or bilingual.
STUDENTS with foreign university degrees
Check the requirements of the Master in Telecommunications Engineering for students with foreign university degrees.
Check the requirements of the Master in Information Health Engineering for students with foreign university degrees.
Important
The admission process is carried out by the commission of each master independently and therefore, to access the double degree, it is necessary to have been previously admitted in both master's degrees
- ENROLLMENT
FEES *
2020-2021 Academic year
Telecommunications Engineering Reservation fee1 €450 Price EU students €29.78 / ECTS Price Non EU students €154.80 / ECTS Credits enrolling2 72 ECTS INFORMATION HEALTH ENGINEERING Reservation fee1 €450 Price EU students €45.02 / ECTS Price Non EU students €84.07 / ECTS Credits enrolling2 48 ECTS 1 Reservation fee will be paid once the student receives notification of admission to the master’s, and deducted from the first tuition payment.
2 Admission and registration on the double master's degree course will provide exemption from ECTS credits which will be validated according to the curriculum (see Program). Having obtained credits from both syllabuses, together with validation of 30 ECTS you will be able to obtain two official master's qualifications in little more than a year and a half.
* Pending approval by the Regional Government of Madrid for 2020/2021NOTE: The enrolment fees do not include the cost of issuing the master’s degree certificate.
Important
☛ Enrollment in the Master's Degree will occur when the application stage has been passed and after completion of the admission process.
☛ Enrollment completely registers the student in the Master's Degree.
☛ A minimum enrollment of 25 students will have to be reached for each elective subject to be taught.
Additional information
- You may enrol on the master’s degree after completing the admission process and receiving formal confirmation of your acceptance.
- When performing the enrolment you can choose between Full-time enrolment or Part-time enrolment.
- The email address provided upon enrolment will be used for formal communications; students are therefore kindly requested to check their mail regularly.
- Pursuant to the regulations of the Universidad Carlos III de Madrid, a student failing to pay any part of the fees will not be admitted and the enrolment process will be terminated. In cases of cancellation of enrolment due to non-payment, the University may demand the payment of the pending amounts for enrolment in previous academic courses as a prior condition of enrolment.
No diploma or certificate will be issued if a student has any outstanding payments.
Best Practices and Regulations
- PRACTICAL INFORMATION
Academic Calendar
Academic Calendar 2019-2020 - Higher Polytechnic School
MASTER’S COURSE SCHEDULE
Master in Telecommunications Engineering timetable
Master in Information Health Engineering timetable
Schedule 2019-2020 Academic year
Classes will be taught during AFTERNOON
VIRTUAL SECRETARIAT
Access to Virtual Secretariat (Higher Polytechnic School)
Access to Virtual Secretariat (Leganés)
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