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Postgraduate Diploma in Secure Acquisition of ECG/PPG/EEG/EMG

Online Postgraduate Diploma of 800 h in Secure Acquisition of ECG/PPG/EEG/EMG. 8 modules with IEC 60601-1 (medical electrical equipment safety), IEC 60601-1-2 (electromagnetic compatibility) and LTspice. Assigned tutor and open enrolment.

Duration800 h
ModeOnline
LanguageEnglish
Start datesSet by the faculty
AwardSEIUM Institute diploma
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Learning outcomes

What you will be able to do

01

Describe the origin and characteristics of biopotentials and optical signals.

02

Design amplification, filtering and conversion stages for ECG, PPG, EEG and EMG.

03

Apply patient electrical safety requirements.

04

Ensure the electromagnetic compatibility of the acquisition system.

05

Assess and improve signal quality in the presence of artefacts.

06

Protect the transmission and storage of physiological data.

07

Plan the validation and CE marking of the system.

Profile

Who it's for

  • Biomedical hardware engineer who wants to specialise in Secure Acquisition of ECG/PPG/EEG/EMG.
  • Sensor engineer who wants to specialise in Secure Acquisition of ECG/PPG/EEG/EMG.
  • Electrical safety compliance engineer who wants to specialise in Secure Acquisition of ECG/PPG/EEG/EMG.
  • Medical device validation engineer who wants to specialise in Secure Acquisition of ECG/PPG/EEG/EMG.
  • Signal processing engineer who wants to specialise in Secure Acquisition of ECG/PPG/EEG/EMG.
  • Regulatory affairs specialist who wants to specialise in Secure Acquisition of ECG/PPG/EEG/EMG.
  • Graduates in engineering or sciences seeking to enter the medical devices sector.
Standards & tools

What you'll work with

  • IEC 60601-1 (medical electrical equipment safety)
  • IEC 60601-1-2 (electromagnetic compatibility)
  • IEC 60601-2-25 (electrocardiographs)
  • IEC 60601-2-26 (electroencephalographs)
  • IEC 60601-2-40 (electromyographs)
  • ISO 80601-2-61 (pulse oximeters)
  • IEC 62304 (medical device software)
Syllabus

8 modules · 800 h

  1. 1.1Physiological origin of ECG, EEG and EMG
  2. 1.2Photoplethysmography: optical principle
  3. 1.3Typical amplitudes and bandwidths
  4. 1.4Wet, dry and textile electrodes
  5. 1.5Electrode-skin interface and impedance
  6. 1.6Motion artefacts
  7. 1.7Electrode placement and the 10-20 system
  8. 1.8Reflective and transmissive PPG sensors
  9. 1.9Sensor selection by application
  10. 1.10Laboratory: ECG recording with different electrodes
  1. 2.1Instrumentation amplifiers
  2. 2.2Common-mode rejection
  3. 2.3Active right-leg circuit
  4. 2.4Analogue anti-aliasing filters
  5. 2.5A/D conversion: resolution and sampling rate
  6. 2.6Integrated front-ends for biopotentials
  7. 2.7Optical front-ends for PPG
  8. 2.8Noise and noise budget
  9. 2.9Power consumption and low-power design
  10. 2.10Practical: designing an ECG front-end
  1. 3.1IEC 60601-1: general requirements
  2. 3.2Applied parts type B, BF and CF
  3. 3.3Leakage currents and limits
  4. 3.4Insulation and means of protection
  5. 3.5Defibrillation protection
  6. 3.6Battery power and charging
  7. 3.7IEC 60601-2-25 and 2-26
  8. 3.8IEC 60601-1-11 for home healthcare environments
  9. 3.9Electrical safety testing
  10. 3.10Workshop: insulation analysis of an ECG wearable
  1. 4.1IEC 60601-1-2
  2. 4.2Immunity to electrostatic discharge
  3. 4.350 Hz mains interference
  4. 4.4Radio emissions from the device
  5. 4.5Shielding and PCB design
  6. 4.6Coexistence with BLE and Wi-Fi
  7. 4.7Testing in accredited laboratories
  8. 4.8EMC risk management
  9. 4.9EMC documentation
  10. 4.10Practical: EMC test plan for an EMG sensor
  1. 5.1Signal quality indices for ECG and PPG
  2. 5.2Loose electrode detection
  3. 5.3Digital filtering: FIR and IIR
  4. 5.4Baseline drift removal
  5. 5.5Notch and adaptive filters
  6. 5.6Motion artefact reduction using an accelerometer
  7. 5.7Source separation by ICA in EEG
  8. 5.8Validation against reference equipment
  9. 5.9Bland-Altman agreement metrics
  10. 5.10Laboratory: artefact filtering in an EMG recording
  1. 6.1On-device data encryption
  2. 6.2BLE security: pairing and bonding
  3. 6.3Integrity and timestamps
  4. 6.4Synchronisation of multiple sensors
  5. 6.5Storage and packet loss
  6. 6.6Cybersecurity according to IEC 81001-5-1
  7. 6.7GDPR and biometric data
  8. 6.8EDF and DICOM formats for signals
  9. 6.9Interoperability with FHIR
  10. 6.10Case study: threat model of a connected Holter monitor
  1. 7.1Device classification under the MDR
  2. 7.2Risk management under ISO 14971
  3. 7.3Essential performance requirements
  4. 7.4IEC 62304 for device software
  5. 7.5Clinical validation of accuracy
  6. 7.6ISO 10993 biocompatibility of electrodes
  7. 7.7Usability in the home environment
  8. 7.8Technical documentation
  9. 7.9Post-market surveillance
  10. 7.10Practical: risk matrix for a PPG sensor
  1. 8.1Definition of signals and use
  2. 8.2Sensor selection
  3. 8.3Front-end design
  4. 8.4Electrical safety analysis
  5. 8.5EMC plan
  6. 8.6Signal quality processing
  7. 8.7Data security
  8. 8.8Validation plan
  9. 8.9Report and presentation
  10. 8.10Final review with the tutor
Methodology, software & labs

How you'll learn

Fully 100 % online training on the SEIUM campus, with downloadable material, recorded lectures and an assigned technical tutor. There are no fixed timetables: students progress at their own pace within the intake, which makes it possible to combine the programme with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is LTspice, Altium Designer, MATLAB, Python (SciPy), LabVIEW, in free, academic or evaluation versions. Tests are studied using real procedures for leakage current tests, electromagnetic compatibility chambers and validation with patient simulators. Assessment is continuous per module plus the final integrative project.

Accreditation-ready laboratories(EN ISO/IEC 17025) with a rotor test rig, EMC/Lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-oriented final project:safety case, test plan, compliance dossier and operating limits.
Industry mentoring:lecturers with experience in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:safety-by-design approach, OT cyber, DIH and compliance as core pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Definition of signals and use

Describe the origin and characteristics of biopotentials and optical signals.

Sensor selection

Design amplification, filtering and conversion stages for ECG, PPG, EEG and EMG.

Front-end design

Apply patient electrical safety requirements.

Electrical safety analysis

Ensure the electromagnetic compatibility of the acquisition system.

EMC plan

Assess and improve signal quality in the presence of artefacts.

Career opportunities

Where this takes you

Biomedical hardware engineerSensor engineerElectrical safety compliance engineerMedical device validation engineerSignal processing engineerRegulatory affairs specialist
Admissions & scholarships

Requirements

  • Prior technical training or professional experience in the sector. No university degree is required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient command of Spanish to follow technical regulatory texts.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme consists of 800 hours in total, spread over 6 to 8 months. That is between 10 and 15 hours per week on average, compatible with a full-time job.

The programme works with LTspice, Altium Designer, MATLAB, Python (SciPy) and LabVIEW. Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.

A SEIUM Institute own diploma upon passing the continuous assessment and the integrative project. This is in-house training, not an official qualification from the Ministry.

Yes. Modules passed in a Course or Postgraduate Diploma in the same area are credited towards the higher programme. Check the recognition policy when you enrol.

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