Pauline Gut

Co-Founder

Lausanne, Vaud, Switzerland7 yrs experience
Most Likely To Switch

Key Highlights

  • Developed innovative MRI sequences for cardiac patients.
  • Created personalized therapies for spinal cord injury rehabilitation.
  • Investigated proton therapy strategies for moving tumors.
Stackforce AI infers this person is a Healthcare Researcher specializing in MRI and rehabilitation technologies.

Contact

Skills

Core Skills

Cardiac MriMri PhysicsData AnalysisMachine LearningProton TherapyMedical Physics

Other Skills

C++High Energy PhysicsLaTeXMRI sequence programmingMathematical PhysicsMatlabMotion analysisParticle PhysicsPatient-specific therapyPython (Programming Language)Quantum Field TheoryRRadiation Therapy

About

Between 2022 and 2025, I was working as a PhD student jointly with the CHUV in Lausanne and the IHU Liryc in Bordeaux. I was interested in cardiac MRI and more precisely in improving the visualization of cardiac scars in patients with implanted cardiac devices (pacemakers and defibrillators). I was mainly developing innovative MRI sequences and tools to remove artifacts related to metallic objects, while visualizing infarct scars with unprecedented contrast. This will give access to cardiac MRI to all patients with implanted cardiac devices, to have more confident diagnoses, better patient care. Between 2020 and 2022, I was a PhD student in the field of neuroscience in the department of health sciences and technology at ETH Zürich and the Spinal Cord Injury Center Balgrist. For that PhD I worked with big datasets of patients undergoing different physio-therapies for the rehabilitation of locomotor function after spinal cord injury. Using motion analysis (Vicon Nexus in a motion lab), I developed different algorithms to objectively understand locomotor disorders at the patient level in order to create a patient-specific personalized therapy to improve walking function. I also applied machine learning tools to understand what are the key locomotor parameters important in gait function. This study allowed me to understand what are the main gait parameters (such as knee flexion-extension) to improve walking function with a personalized therapy. I finally performed magnetic resonance spectroscopy simultaneously in the brain and spinal cord at the level of the lesion to better understand the patterns involved in the responses to different locomotion treatment therapies. In 2020, I graduated in physics at ETH Zürich. For my master thesis project, I worked at the Paul Scherrer Institute (PSI) in Switzerland, at the Center for Proton Therapy (CPT). I was interested in finding the best strategy for the treatment of moving tumors, such as lung or liver tumors, by proton therapy. In 2018, I completed my Bachelor degree in Physics at the University of Fribourg. My ORCID: https://orcid.org/my-orcid?orcid=0000-0003-0554-4974

Experience

Society for magnetic resonance angiography

2 roles

Program Committee of the SMRA

Jan 2025Present · 1 yr 2 mos

Early Career Committee of the SMRA

Oct 2024Present · 1 yr 5 mos

  • https://society4mra.org

Ismrm

Organization Committee for the cardiac MRI trainee event at the ISMRM international conference

Jan 2025Present · 1 yr 2 mos

Echocardiography journal

Peer - Reviewer

Oct 2024Present · 1 yr 5 mos

  • https://onlinelibrary.wiley.com/journal/15408175

European heart journal

Peer - Reviewer

Aug 2024Present · 1 yr 7 mos

  • https://www.escardio.org/Journals/ESC-Journal-Family/European-Heart-Journal

Chuv / centre hospitalier universitaire vaudois

PHD Candidate

Apr 2022Present · 3 yrs 11 mos

  • CHUV-UNIL Translational Magnetic Resonance Research Center
  • https://wp.unil.ch/cvmr/
  • Since 2022, I am working as a PhD student jointly with the CHUV in Lausanne and the IHU Liryc in Bordeaux. I am interested in cardiac MRI and more precisely in improving the visualization of cardiac scars in patients with implanted cardiac devices (pacemakers and defibrillators). I am mainly developing innovative MRI sequences and tools to remove artifacts related to metallic objects, while visualizing infarct scars with unprecedented contrast. This will finally allow to give access to cardiac MRI to all patients with implanted cardiac devices, to have more confident diagnoses, better patient care, and thus avoid sudden deaths and save thousands of lives.
MRI physicsCardiac MRIMRI sequence programmingMedical Physics

Eth zürich

2 roles

PHD Candidate

Apr 2020Mar 2022 · 1 yr 11 mos

  • I worked with big datasets of patients undergoing different physio-therapies for the rehabilitation of locomotor function after spinal cord injury. Using motion analysis (Vicon Nexus in a motion lab), I developed different algorithms to objectively understand locomotor disorders at the patient level in order to create a patient-specific personalized therapy to improve walking function. I also applied machine learning tools to understand what are the key locomotor parameters important in gait function. This study allowed me to understand what are the main gait parameters (such as knee flexion-extension) to target to improve walking function with a personalized therapy.
  • I also performed magnetic resonance spectroscopy simultaneously in the brain and spinal cord at the level of the lesion to better understand the patterns involved in the responses to different locomotion treatment therapies.
Data AnalysisMachine LearningMotion analysisPatient-specific therapy

Master Thesis

Sep 2019Mar 2020 · 6 mos

  • For my master thesis project, I worked at the Paul Scherrer Institute (PSI) in Switzerland, at the Center for Proton Therapy (CPT). I was interested in finding the best strategy for the treatment of moving tumors, such as lung or liver tumors, by proton therapy.
Proton TherapyRadiation TherapyMedical Physics

Insel gruppe

Semester project

Mar 2019Apr 2019 · 1 mo · Division of Medical Radiation Physics, Inselspital, Bern, Switzerland

  • I worked on a photon and electron therapy project as part of my physics studies at the University of Fribourg.

Université de fribourg - universität freiburg

Physics Teaching Assistant

Sep 2017May 2018 · 8 mos · Fribourg, Canton of Fribourg, Switzerland

  • I taught physics laboratories to students in Medicine at the University of Fribourg.

Education

University of Lausanne - UNIL

PhD Candidate in MRI Physics

Apr 2022Present

ETH Zürich

PhD in Health Science and Technology

Apr 2020Apr 2022

ETH Zürich

Master of Science - MS — Physique

Jan 2018Jan 2020

Université de Fribourg - Universität Freiburg

Bachelor of Science - BS — Physique

Jan 2015Jan 2018

Université de Fribourg - Universität Freiburg

Bachelor of Science - BS

Jan 2014Jan 2015

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