110 http://isa.epfl.ch/imoniteur_ISAP/ itffichecours.txt?path=EPFL.Etu.FicheCours.HeaderFR itffichecours.txt?path=EPFL.Etu.FicheCours.GlobalNav_js fr 2026 945244 6683147 945244 2840683608 2840683608 0 0 Microtechnique MT STI Faculté des sciences et techniques de l'ingénieur School of Engineering !itffichecours.htm?ww_i_matiere=354983306&ww_x_anneeAcad=2840683608&ww_i_section=945244&ww_i_niveau=6683147 1696552884 1696552963 2025-2026 COURSE BOOKLET EE-511 Sensors in medical instrumentation Sensors in medical instrumentation Lecturers Chételat Olivier Pierre, Ionescu Anisoara Language of teaching English Cursus Biomedical technologies minor(2025-2026, Mineur : Technologies biomédicales 2025-26)
Electrical and Electronics Engineering(2025-2026, EL - Master 2024)
Electrical and Electronics Engineering(2025-2026, EL - Master 2025)
Life Sciences Engineering(2025-2026, SV - Master 2024)
Life Sciences Engineering(2025-2026, SV - Master 2025)
Mechanical Engineering(2025-2026, GM - Master 2024)
Mechanical Engineering(2025-2026, GM - Master 2025)
Microengineering(2025-2026, MT - Master 2024)
Microengineering(2025-2026, MT - Master 2025)
Neuro-X minor(2025-2026, Mineur : Neuro-X 2025-26)
Neuro-X(2025-2026, SNX - Master 2024)
Neuro-X(2025-2026, SNX - Master 2025)
Robotics(2025-2026, MT_RO - Master 2024)
Robotics(2025-2026, MT_RO - Master 2025)
Robotics, Control and Intelligent Systems (edoc)(2025-2026, EDRS 2025-26)
SemesterMand.OptionFilières
x
Ex
MA2, MA4x
MA2, MA4xB
MA2, MA4xF
MA2, MA4xH
 Credits 3 Session Summer Workload 90h Exam Written Number of positions Semester Spring Weeks 14 Hours 3 weekly
Courses 2 weekly
Exercises 1 weekly
Study planSemesterMand.OptionFilières
EDRS - Robotics, Control, and Intelligent Systems 2025-26x
Génie mécanique 2025-26MA2xF
Génie mécanique 2025-26MA4xF
Génie électrique et électronique 2025-26MA2xH
Génie électrique et électronique 2025-26MA4xH
Ingénierie des sciences du vivant 2025-26MA2xB
Ingénierie des sciences du vivant 2025-26MA4xB
Microtechnique 2025-26MA2xB
Microtechnique 2025-26MA4xB
Mineur : Neuro-X 2025-26Ex
Mineur : Technologies biomédicales 2025-26Ex
Neuro-X 2025-26MA2x
Neuro-X 2025-26MA4x
Robotique 2025-26MA2xB
Robotique 2025-26MA4xB
Cursus Sem. Type
Biomedical technologies minor E Opt.
Electrical and Electronical Engineering MA2, MA4 Opt.
Life Sciences Engineering MA2, MA4 Opt.
Mechanical engineering MA2, MA4 Opt.
Microtechnics MA2, MA4 Opt.
Neuro-X minor E Opt.
Neuro-X MA2, MA4 Opt.
Robotics, Control and Intelligent Systems Opt.
Robotics MA2, MA4 Opt.
Summary Fundamental principles and methods used for physiological signal conditioning. Electrode, optical, resistive, capacitive, inductive, and piezoelectric sensor techniques used to detect and convert physiological information to electrical signals. Medical devices for physiological signal monitoring. Content

1. Electrode sensors

  • Action potentials
    Nernst equation, Hodgkin-Huxley model, action potential, voltage clamp
  • Biopotentials
    ECG (electrocardiogram), EEG (electroencephalogram), ExG (other electrogram), ECGi (ECG imaging)
  • Bioimpedances
    Impedance model, impedance plethysmography, impedance spectroscopy, EIT (electrical impedance tomography), PAP (pulmonary artery pressure)
  • Basic safety of ME equipment
    Regulations, 60601-1, MOP, applied part and patient connections, leakage and auxiliary currents, defibrillator-proof
  • Electrodes
    Electrode model, motion artefacts, noise, dry electrodes, potential and current electrodes
  • Metrology of biopotentials
    EM interferences, shielding, neutral electrode, common mode, defibrillation and ESD protections
  • Metrology of bioimpedances
    Bipolar and tetrapolar methods, bi-electrodes, AM, IQ demodulation, leakage, shielding

2. Optical sensors

  • Photo-plethysmography
    PPG, oHRM, ambient light, volume clamp blood pressure, optical blood pressure, SpO2
  • NIRS (near infrared spectroscopy)
    Basic NIRS, differential NIRS

3. Resistive sensors
Thermistor and its biomedical applications; strain gage for the measurement of blood pressure; force and accelerations of the body

4. Inductive sensors
Simple and mutual inductance and its medical applications

5. Capacitive sensors
Respiratory flow measurement by the gradient of pressure

6. Piezoelectric sensors
Force platform, accelerometer, angular rate sensor for the measurement of tremors and body movements, ultrasound transducer : measurement of pressure and flow rate

 Keywords

Sensors, instrumentation, medical devices, physiological signals, electronic circuits, metrology, monitoring

 Learning Prerequisites Required courses

basic signal and control theory, basic electronics (Kirchhoff, OPA, INA)

 Recommended courses

systems, sensors, electronics

 Important concepts to start the course

basic electronics, basic physics

 Learning Outcomes By the end of the course, the student must be able to:
  • Work out / Determine what sensors to choose and how to place them to measure a given physiologica signal.
  • Work out / Determine what electronic circuits to use.
  • Dimension the electronic circuit.
  • Analyze the sources of noise.
 Transversal skills
  • Take account of the social and human dimensions of the engineering profession.
 Teaching methods

Ex cathedra (including examples) with textbook and exercises

 Expected student activities

read textbook, exercises, quizzes and problems

 Assessment methods

three quizzes/problems sessions during semester (each worth 5%)

final written exam (worth 85%)

 Supervision Office hours Yes Assistants Yes Forum Yes Resources Virtual desktop infrastructure (VDI) No Bibliography

Medical Instrumentation, application and design, Webster, 4th edition

 Ressources en bibliothèque
  • Medical Instrumentation, application and design, Webster, 5th editionhttp://library.epfl.ch/en/beast?isbn=9781119457336
Notes/Handbook

Sensors in medical instrumentation (textbook)

Slides

 Moodle Link Génie électrique et électronique, 2025-2026, Master semestre 2 Electrical and Electronics Engineering, 2025-2026, Master semester 2 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 2 MA2 ETE Master semester 2 MA2 Génie électrique et électronique EL Electrical and Electronics Engineering EL
Génie électrique et électronique EL Electrical and Electronics Engineering EL
H optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Génie électrique et électronique, 2025-2026, Master semestre 4 Electrical and Electronics Engineering, 2025-2026, Master semester 4 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 4 MA4 ETE Master semester 4 MA4 Génie électrique et électronique EL Electrical and Electronics Engineering EL
Génie électrique et électronique EL Electrical and Electronics Engineering EL
H optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Génie mécanique, 2025-2026, Master semestre 2 Mechanical Engineering, 2025-2026, Master semester 2 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 2 MA2 ETE Master semester 2 MA2 Génie mécanique GM Mechanical Engineering GM
Génie mécanique GM Mechanical Engineering GM
F optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Génie mécanique, 2025-2026, Master semestre 4 Mechanical Engineering, 2025-2026, Master semester 4 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 4 MA4 ETE Master semester 4 MA4 Génie mécanique GM Mechanical Engineering GM
Génie mécanique GM Mechanical Engineering GM
F optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Ingénierie des sciences du vivant, 2025-2026, Master semestre 2 Life Sciences Engineering, 2025-2026, Master semester 2 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 2 MA2 ETE Master semester 2 MA2 Ingénierie des sciences du vivant SV Life Sciences Engineering SV
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
B optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Ingénierie des sciences du vivant, 2025-2026, Master semestre 4 Life Sciences Engineering, 2025-2026, Master semester 4 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 4 MA4 ETE Master semester 4 MA4 Ingénierie des sciences du vivant SV Life Sciences Engineering SV
Ingénierie des sciences du vivant SV Life Sciences Engineering SV
B optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Microtechnique, 2025-2026, Master semestre 2 Microengineering, 2025-2026, Master semester 2 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 2 MA2 ETE Master semester 2 MA2 Microtechnique MT Microengineering MT
Microtechnique MT Microengineering MT
B optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Microtechnique, 2025-2026, Master semestre 4 Microengineering, 2025-2026, Master semester 4 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 4 MA4 ETE Master semester 4 MA4 Microtechnique MT Microengineering MT
Microtechnique MT Microengineering MT
B optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Neuro-X, 2025-2026, Master semestre 2 Neuro-X, 2025-2026, Master semester 2 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 2 MA2 ETE Master semester 2 MA2 Neuro-X NX Neuro-X NX
Neuro-X NX Neuro-X NX
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Neuro-X, 2025-2026, Master semestre 4 Neuro-X, 2025-2026, Master semester 4 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 4 MA4 ETE Master semester 4 MA4 Neuro-X NX Neuro-X NX
Neuro-X NX Neuro-X NX
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Robotique, 2025-2026, Master semestre 2 Robotics, 2025-2026, Master semester 2 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 2 MA2 ETE Master semester 2 MA2 Robotique MT_RO Robotics MT_RO
Microtechnique MT Microengineering MT
B optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Robotique, 2025-2026, Master semestre 4 Robotics, 2025-2026, Master semester 4 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Master semestre 4 MA4 ETE Master semester 4 MA4 Robotique MT_RO Robotics MT_RO
Microtechnique MT Microengineering MT
B optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Mineur en Neuro-X, 2025-2026, Semestre printemps Neuro-X minor, 2025-2026, Spring semester Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Semestre printemps E ETE Spring semester E Mineur en Neuro-X MIN_NX Neuro-X minor MIN_NX
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Mineur en Technologies biomédicales, 2025-2026, Semestre printemps Biomedical technologies minor, 2025-2026, Spring semester Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Semestre printemps E ETE Spring semester E Mineur en Technologies biomédicales MIN_BIOMED Biomedical technologies minor MIN_BIOMED
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
Robotique, contrôle et systèmes intelligents (edoc), 2025-2026 Robotics, Control and Intelligent Systems (edoc), 2025-2026 Ecole polytechnique fédérale de Lausanne EPFL Ecole polytechnique fédérale de Lausanne EPFL 2025-2026 Robotique, contrôle et systèmes intelligents (edoc) EDRS Robotics, Control and Intelligent Systems (edoc) EDRS
optionnel optional
2 Cours Courses Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
1 Exercices Exercises Heure(s) hebdo x 14 semaines Hour(s) per week x 14 weeks H hebdo H hebdo Ionescu Anisoara 134518
Génie électrique et électronique EL Electrical and Electronics Engineering EL
Chételat Olivier Pierre 100818
Génie électrique et électronique EL Electrical and Electronics Engineering EL
354983306 Sensors in medical instrumentation Sensors in medical instrumentation 3
Ecrit Written Crédit Credits 3 Session été Session summer ETE ETE
19-FEB-26 105 4 14 2 MXF1 MXF 1 MXF 1 LIP_COURS 19-FEB-26 45 4 16 1 MXF1 MXF 1 MXF 1 LIP_EXERCICE BALISES_TEXTES BOOLEAN_Symbol BaliseJS_debut BaliseJS_fin Balise_debut Balise_fin FO_debut FO_fin HTML_debut HTML_fin JS_debut JS_fin BALISE_BOLD BOOLEAN_Symbol BaliseJS_debut \x5bb\x5d BaliseJS_fin \x5b\x2fb\x5d Balise_debut [b] Balise_fin [/b] FO_debut font-weight=bold FO_fin font-weight=normal HTML_debut <b> HTML_fin </b> JS_debut \x3cb\x3e JS_fin \x3c\x2fb\x3e BALISE_ITALIC BOOLEAN_Symbol BaliseJS_debut \x5bi\x5d BaliseJS_fin \x5b\x2fi\x5d Balise_debut [i] Balise_fin [/i] FO_debut font-style=italic FO_fin font-style=normal HTML_debut <i> HTML_fin </i> JS_debut \x3ci\x3e JS_fin \x3c\x2fi\x3e BALISE_RED BOOLEAN_Symbol BaliseJS_debut \x5bred\x5d BaliseJS_fin \x5b\x2fred\x5d Balise_debut [red] Balise_fin [/red] FO_debut color=#990033 FO_fin color=black HTML_debut <span style="color:#990033;"> HTML_fin </span> JS_debut \x3cspan style="color:#990033;"\x3e JS_fin \x3c\x2fspan\x3e BALISE_TAB BOOLEAN_Symbol BaliseJS_debut \x5btab\x5d BaliseJS_fin Balise_debut [tab] Balise_fin FO_debut [inline]=&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; FO_fin HTML_debut <img src="/images/gestacplus/base/pixel.gif" width="40" height="1"/> HTML_fin JS_debut \x3cimg src="\x2fimages\x2fgestacplus\x2fbase\x2fpixel.gif" width="40" height="1"\x2f\x3e JS_fin BALISE_LIST BOOLEAN_Symbol BaliseJS_debut \x5bli\x5d BaliseJS_fin Balise_debut [li] Balise_fin FO_debut [inline]=&#x2022;&#160;&#160; FO_fin HTML_debut &#x2022;&#160;&#160; HTML_fin JS_debut \x26#x2022;\x26#160;\x26#160; JS_fin CODE5045487 BOOLEAN_Symbol BaliseJS_debut \x5b\x5d BaliseJS_fin Balise_debut [] Balise_fin FO_debut [inline]=&#160; FO_fin HTML_debut &#160; HTML_fin JS_debut \x26#160; JS_fin BALISE_GREEN BOOLEAN_Symbol BaliseJS_debut \x5bgreen\x5d BaliseJS_fin \x5b\x2fgreen\x5d Balise_debut [green] Balise_fin [/green] FO_debut color=#008000 FO_fin color=black HTML_debut <span style="color:#008000;"> HTML_fin </span> JS_debut \x3cspan style="color:#008000;"\x3e JS_fin \x3c\x2fspan\x3e CODE7508550 BOOLEAN_Symbol BaliseJS_debut \x5bblue\x5d BaliseJS_fin \x5b\x2fblue\x5d Balise_debut [blue] Balise_fin [/blue] FO_debut color=#0080FF FO_fin color=black HTML_debut <span style="color:#0080FF;"> HTML_fin </span> JS_debut \x3cspan style="color:#0080FF;"\x3e JS_fin \x3c\x2fspan\x3e BALISE_COURIER BOOLEAN_Symbol BaliseJS_debut \x5bcourier\x5d BaliseJS_fin \x5b\x2fcourier\x5d Balise_debut [courier] Balise_fin [/courier] FO_debut font-family=Courier FO_fin font-family= HTML_debut <font style="font-family:Courier;"> HTML_fin </font> JS_debut \x3cfont style="font-family:Courier;"\x3e JS_fin \x3c\x2ffont\x3e BALISE_SIZE20 BOOLEAN_Symbol BaliseJS_debut \x5b20\x5d BaliseJS_fin \x5b\x2f20\x5d Balise_debut [20] Balise_fin [/20] FO_debut font-size=20pt FO_fin font-size= HTML_debut <font style="font-size:20pt;"> HTML_fin </font> JS_debut \x3cfont style="font-size:20pt;"\x3e JS_fin \x3c\x2ffont\x3e BALISE_SIZE16 BOOLEAN_Symbol BaliseJS_debut \x5b16\x5d BaliseJS_fin \x5b\x2f16\x5d Balise_debut [16] Balise_fin [/16] FO_debut font-size=16pt FO_fin font-size= HTML_debut <font style="font-size:16pt;"> HTML_fin </font> JS_debut \x3cfont style="font-size:16pt;"\x3e JS_fin \x3c\x2ffont\x3e BALISE_SIZE12 BOOLEAN_Symbol BaliseJS_debut \x5b12\x5d BaliseJS_fin \x5b\x2f12\x5d Balise_debut [12] Balise_fin [/12] FO_debut font-size=12pt FO_fin font-size= HTML_debut <font style="font-size:12pt;"> HTML_fin </font> JS_debut \x3cfont style="font-size:12pt;"\x3e JS_fin \x3c\x2ffont\x3e BALISE_SIZE8 BOOLEAN_Symbol BaliseJS_debut \x5b8\x5d BaliseJS_fin \x5b\x2f8\x5d Balise_debut [8] Balise_fin [/8] FO_debut font-size=8pt FO_fin font-size= HTML_debut <font style="font-size:8pt;"> HTML_fin </font> JS_debut \x3cfont style="font-size:8pt;"\x3e JS_fin \x3c\x2ffont\x3e BALISE_BLACKBACK BOOLEAN_Symbol BaliseJS_debut \x5bblackback\x5d BaliseJS_fin \x5b\x2fblackback\x5d Balise_debut [blackback] Balise_fin [/blackback] FO_debut background-color=black FO_fin background-color=white HTML_debut <span style="background-color:black;"> HTML_fin </span> JS_debut \x3cspan style="background-color:black;"\x3e JS_fin \x3c\x2fspan\x3e BALISE_WHITE BOOLEAN_Symbol BaliseJS_debut \x5bwhite\x5d BaliseJS_fin \x5b\x2fwhite\x5d Balise_debut [white] Balise_fin [/white] FO_debut color=white FO_fin color=black HTML_debut <span style="color:white;"> HTML_fin </span> JS_debut \x3cspan style="color:white;"\x3e JS_fin \x3c\x2fspan\x3e CODE47534071 BOOLEAN_Symbol 1 BaliseJS_debut \x5bbeta\x5d BaliseJS_fin Balise_debut [beta] Balise_fin FO_debut [inline]=&#946; FO_fin HTML_debut &#946; HTML_fin JS_debut \x26#946; JS_fin CODE47534435 BOOLEAN_Symbol 1 BaliseJS_debut \x5balpha\x5d BaliseJS_fin Balise_debut [alpha] Balise_fin FO_debut [inline]=&#945; FO_fin HTML_debut &#945; HTML_fin JS_debut \x26#945; JS_fin CODE47551722 BOOLEAN_Symbol BaliseJS_debut \x5bsub\x5d BaliseJS_fin \x5b\x2fsub\x5d Balise_debut [sub] Balise_fin [/sub] FO_debut vertical-align=sub FO_fin vertical-align=baseline HTML_debut <sub> HTML_fin </sub> JS_debut \x3csub\x3e JS_fin \x3c\x2fsub\x3e CODE48535424 BOOLEAN_Symbol 1 BaliseJS_debut \x5bLAMBDA\x5d BaliseJS_fin Balise_debut [LAMBDA] Balise_fin FO_debut [inline]=&#923; FO_fin HTML_debut &#923; HTML_fin JS_debut \x26#923; JS_fin CODE48535666 BOOLEAN_Symbol 1 BaliseJS_debut \x5blambda\x5d BaliseJS_fin Balise_debut [lambda] Balise_fin FO_debut [inline]=&#955; FO_fin HTML_debut &#955; HTML_fin JS_debut \x26#955; JS_fin CODE47551793 BOOLEAN_Symbol BaliseJS_debut \x5bsup\x5d BaliseJS_fin \x5b\x2fsup\x5d Balise_debut [sup] Balise_fin [/sup] FO_debut vertical-align=super FO_fin vertical-align=baseline HTML_debut <sup> HTML_fin </sup> JS_debut \x3csup\x3e JS_fin \x3c\x2fsup\x3e CODE56031535 BOOLEAN_Symbol 1 BaliseJS_debut \x5bdelta\x5d BaliseJS_fin Balise_debut [delta] Balise_fin FO_debut [inline]=&#948; FO_fin HTML_debut &#948; HTML_fin JS_debut \x26#948; JS_fin CODE56073309 BOOLEAN_Symbol 1 BaliseJS_debut \x5bpi\x5d BaliseJS_fin Balise_debut [pi] Balise_fin FO_debut [inline]=&#960; FO_fin HTML_debut &#960; HTML_fin JS_debut \x26#960; JS_fin CODE56074095 BOOLEAN_Symbol 1 BaliseJS_debut \x5bDELTA\x5d BaliseJS_fin Balise_debut [DELTA] Balise_fin FO_debut [inline]=&#916; FO_fin HTML_debut &#916; HTML_fin JS_debut \x26#916; JS_fin CODE56074172 BOOLEAN_Symbol 1 BaliseJS_debut \x5bMU\x5d BaliseJS_fin Balise_debut [MU] Balise_fin FO_debut [inline]=&#924; FO_fin HTML_debut &#924; HTML_fin JS_debut \x26#924; JS_fin CODE56074264 BOOLEAN_Symbol 1 BaliseJS_debut \x5bPI\x5d BaliseJS_fin Balise_debut [PI] Balise_fin FO_debut [inline]=&#928; FO_fin HTML_debut &#928; HTML_fin JS_debut \x26#928; JS_fin CODE56074328 BOOLEAN_Symbol 1 BaliseJS_debut \x5bSIGMA\x5d BaliseJS_fin Balise_debut [SIGMA] Balise_fin FO_debut [inline]=&#931; FO_fin HTML_debut &#931; HTML_fin JS_debut \x26#931; JS_fin CODE56075056 BOOLEAN_Symbol 1 BaliseJS_debut \x5bALPHA\x5d BaliseJS_fin Balise_debut [ALPHA] Balise_fin FO_debut [inline]=&#913; FO_fin HTML_debut &#913; HTML_fin JS_debut \x26#913; JS_fin CODE56075186 BOOLEAN_Symbol 1 BaliseJS_debut \x5bBETA\x5d BaliseJS_fin Balise_debut [BETA] Balise_fin FO_debut [inline]=&#914; FO_fin HTML_debut &#914; HTML_fin JS_debut \x26#914; JS_fin BALISE_SYMBOL BOOLEAN_Symbol BaliseJS_debut \x5bsymbol\x5d BaliseJS_fin \x5b\x2fsymbol\x5d Balise_debut [symbol] Balise_fin [/symbol] FO_debut font-family=Symbol FO_fin font-family= HTML_debut <font style="font-family:Symbol;"> HTML_fin </font> JS_debut \x3cfont style="font-family:Symbol;"\x3e JS_fin \x3c\x2ffont\x3e CODE56072935 BOOLEAN_Symbol 1 BaliseJS_debut \x5bmu\x5d BaliseJS_fin Balise_debut [mu] Balise_fin FO_debut [inline]=&#956; FO_fin HTML_debut &#956; HTML_fin JS_debut \x26#956; JS_fin CODE56073842 BOOLEAN_Symbol 1 BaliseJS_debut \x5bsigma\x5d BaliseJS_fin Balise_debut [sigma] Balise_fin FO_debut [inline]=&#963; FO_fin HTML_debut &#963; HTML_fin JS_debut \x26#963; JS_fin CODE68199232 BOOLEAN_Symbol 1 BaliseJS_debut \x5bphi\x5d BaliseJS_fin Balise_debut [phi] Balise_fin FO_debut [inline]=&#966; FO_fin HTML_debut &#966; HTML_fin JS_debut \x26#966; JS_fin CODE68199285 BOOLEAN_Symbol 1 BaliseJS_debut \x5bPHI\x5d BaliseJS_fin Balise_debut [PHI] Balise_fin FO_debut [inline]=&#934; FO_fin HTML_debut &#934; HTML_fin JS_debut \x26#934; JS_fin CODE68199991 BOOLEAN_Symbol 1 BaliseJS_debut \x5bgamma\x5d BaliseJS_fin Balise_debut [gamma] Balise_fin FO_debut [inline]=&#947; FO_fin HTML_debut &#947; HTML_fin JS_debut \x26#947; JS_fin CODE68200031 BOOLEAN_Symbol 1 BaliseJS_debut \x5bGAMMA\x5d BaliseJS_fin Balise_debut [GAMMA] Balise_fin FO_debut [inline]=&#915; FO_fin HTML_debut &#915; HTML_fin JS_debut \x26#915; JS_fin CODE68200077 BOOLEAN_Symbol 1 BaliseJS_debut \x5bomega\x5d BaliseJS_fin Balise_debut [omega] Balise_fin FO_debut [inline]=&#969; FO_fin HTML_debut &#969; HTML_fin JS_debut \x26#969; JS_fin CODE68200150 BOOLEAN_Symbol 1 BaliseJS_debut \x5bOMEGA\x5d BaliseJS_fin Balise_debut [OMEGA] Balise_fin FO_debut [inline]=&#937; FO_fin HTML_debut &#937; HTML_fin JS_debut \x26#937; JS_fin CODE72092691 BOOLEAN_Symbol BaliseJS_debut \x5beta\x5d BaliseJS_fin Balise_debut [eta] Balise_fin FO_debut [inline]=&#951; FO_fin HTML_debut &#951; HTML_fin JS_debut \x26#951; JS_fin CODE72092805 BOOLEAN_Symbol BaliseJS_debut \x5bETA\x5d BaliseJS_fin Balise_debut [ETA] Balise_fin FO_debut [inline]=&#919; FO_fin HTML_debut &#919; HTML_fin JS_debut \x26#919; JS_fin BALISE_SOULIGNER BOOLEAN_Symbol BaliseJS_debut \x5bu\x5d BaliseJS_fin \x5b\x2fu\x5d Balise_debut [u] Balise_fin [/u] FO_debut text-decoration=underline FO_fin text-decoration=none HTML_debut <u> HTML_fin </u> JS_debut \x3cu\x3e JS_fin \x3c\x2fu\x3e CODE72092388 BOOLEAN_Symbol BaliseJS_debut \x5bpsi\x5d BaliseJS_fin Balise_debut [psi] Balise_fin FO_debut [inline]=&#968; FO_fin HTML_debut &#968; HTML_fin JS_debut \x26#968; JS_fin CODE72092541 BOOLEAN_Symbol BaliseJS_debut \x5bPSI\x5d BaliseJS_fin Balise_debut [PSI] Balise_fin FO_debut [inline]=&#936; FO_fin HTML_debut &#936; HTML_fin JS_debut \x26#936; JS_fin CODE140502511 BOOLEAN_Symbol 1 BaliseJS_debut \x5brho\x5d BaliseJS_fin Balise_debut [rho] Balise_fin FO_debut [inline]=&#961; FO_fin HTML_debut &#961; HTML_fin JS_debut \x26#961; JS_fin CODE140504636 BOOLEAN_Symbol 1 BaliseJS_debut \x5bRHO\x5d BaliseJS_fin Balise_debut [RHO] Balise_fin FO_debut [inline]=&#929; FO_fin HTML_debut &#929; HTML_fin JS_debut \x26#929; JS_fin CODE148292791 BOOLEAN_Symbol BaliseJS_debut \x5bepsilon\x5d BaliseJS_fin Balise_debut [epsilon] Balise_fin FO_debut [inline]=&#949; FO_fin HTML_debut &#949; HTML_fin JS_debut \x26#949; JS_fin CODE169976220 BOOLEAN_Symbol BaliseJS_debut \x5blig\x5d BaliseJS_fin Balise_debut [lig] Balise_fin FO_debut [inline]=&#x203A;&#160;&#160; FO_fin HTML_debut &#x203A;&#160;&#160; HTML_fin JS_debut \x26#x203A;\x26#160;\x26#160; JS_fin CODE148292899 BOOLEAN_Symbol BaliseJS_debut \x5bEPSILON\x5d BaliseJS_fin Balise_debut [EPSILON] Balise_fin FO_debut [inline]=&#917; FO_fin HTML_debut &#917; HTML_fin JS_debut \x26#917; JS_fin BALISETXT_SAUT BOOLEAN_Symbol BaliseJS_debut \x5bbr\x2f\x5d BaliseJS_fin Balise_debut [br/] Balise_fin FO_debut FO_fin HTML_debut <br/> HTML_fin JS_debut \x3cbr\x2f\x3e JS_fin 354983306 Sensors in medical instrumentation Sensors in medical instrumentation anglais Chételat Olivier Pierre 100818 Ionescu Anisoara 134518 2373753419