Marc Fournelle

Dr. Marc Fournelle

orcid

Research Focus & Metrics

Academic Career Length

18Years (2009-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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23 August 2023 in IEEE Transactions on Biomedical Engineering
Verified
Journal Article
Closed access
BSBruno Grandi Sgambato
Bruno Grandi Sgambato
MHMilia H Hasbani
Milia H Hasbani
DBDeren Y Barsakcioglu
Deren Y Barsakcioglu
JIJaime Ibáñez
Jaime Ibáñez
AJAnette Jakob
Anette Jakob
DFDario Farina
Dario Farina
Objective: Non-invasive human machine interfaces (HMIs) have high potential in medical, entertainment, and industrial applications. Traditionally, surface electromyography (sEMG) has been used to track muscular activity and infer motor intention. Ultrasound (US) has received increasing attention as an alternative to sEMG-based HMIs. Here, we developed a portable US armband system with 24 channels and a multiple receiver approach, and compared it with existing sEMG- and US-based HMIs on movement intention decoding. Methods: US and motion capture data was recorded while participants performed wrist and hand movements of four degrees of freedom (DoFs) and their combinations. A linear regression model was used to offline predict hand kinematics from the US (or sEMG, for comparison) features. The method was further validated in real-time for a 3-DoF target reaching task. Results: In the offline analysis, the wearable US system achieved an average ${{\bm{R}}}^2$ of 0.94 in the prediction of four DoFs of the wrist and hand while sEMG reached a performance of ${{\bm{R}}}^2{\bm{\ }}$ = 0.60. In online control, the participants achieved an average 93% completion rate of the targets. Conclusion: When tailored for HMIs, the proposed US A-mode system and processing pipeline can successfully regress hand kinematics both in offline and online settings with performances comparable or superior to previously published interfaces . Significance: Wearable US technology may provide a new generation of HMIs that use muscular deformation to estimate limb movements. The wearable US system allowed for robust proportional and simultaneous control over multiple DoFs in both offline and online settings.

28 September 2021 in Sensors
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Journal Article
Open access
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MFMarc Fournelle
Marc Fournelle
TGTobias Grün
Tobias Grün
DSDaniel Speicher
Daniel Speicher
SWSteffen Weber
Steffen Weber
MYMehmet Yilmaz
Mehmet Yilmaz
HHHolger Hewener
Holger Hewener
We developed a new mobile ultrasound device for long-term and automated bladder monitoring without user interaction consisting of 32 transmit and receive electronics as well as a 32-element phased array 3 MHz transducer. The device architecture is based on data digitization and rapid transfer to a consumer electronics device (e.g., a tablet) for signal reconstruction (e.g., by means of plane wave compounding algorithms) and further image processing. All reconstruction algorithms are implemented in the GPU, allowing real-time reconstruction and imaging. The system and the beamforming algorithms were evaluated with respect to the imaging performance on standard sonographical phantoms (CIRS multipurpose ultrasound phantom) by analyzing the resolution, the SNR and the CNR. Furthermore, ML-based segmentation algorithms were developed and assessed with respect to their ability to reliably segment human bladders with different filling levels. A corresponding CNN was trained with 253 B-mode data sets and 20 B-mode images were evaluated. The quantitative and qualitative results of the bladder segmentation are presented and compared to the ground truth obtained by manual segmentation.

8 July 2011 in Chemistry – A European Journal
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Journal Article
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Erica LocatelliErica Locatelli
Erica Locatelli
GOGuido Ori
Guido Ori
MFMarc Fournelle
Marc Fournelle
RLRobert Lemor
Robert Lemor
MMMonia Montorsi
Monia Montorsi
Mauro Comes-FranchiniMauro Comes-Franchini
Mauro Comes-Franchini
Click chemistry based on a 1,3-dipolar cycloaddition between lipophilic gold nanorods (GNRs) containing an acetylene group with spherical silver nanoparticles containing an azide has been accomplished (see scheme). Phantom experiments show that this organic transformation did not affect the suitability of the gold nanorods as contrast agents for optoacoustic imaging.

1 October 2017 in Ultrasound in Medicine & Biology
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Journal Article
Closed access
MOMilan Oeri
Milan Oeri
WBWolfgang Bost
Wolfgang Bost
NSNicolas Sénégond
Nicolas Sénégond
STSteffen Tretbar
Steffen Tretbar
MFMarc Fournelle
Marc Fournelle

30 April 2022 in Cells
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Journal Article
Open access
PDF file
LLLisa Landgraf
Lisa Landgraf
AKAdam Kozlowski
Adam Kozlowski
XZXinrui Zhang
Xinrui Zhang
MFMarc Fournelle
Marc Fournelle
FBFranz Josef Becker
Franz Josef Becker
Andreas MelzerAndreas Melzer
Andreas Melzer
Focused ultrasound (FUS) is a non-invasive technique producing a variety of biological effects by either thermal or mechanical mechanisms of ultrasound interaction with the targeted tissue. FUS could bring benefits, e.g., tumour sensitisation, immune stimulation, and targeted drug delivery, but investigation of FUS effects at the cellular level is still missing. New techniques are commonly tested in vitro on two-dimensional (2D) monolayer cancer cell culture models. The 3D tumour model—spheroid—is mainly utilised to mimic solid tumours from an architectural standpoint. It is a promising method to simulate the characteristics of tumours in vitro and their various responses to therapeutic alternatives. This study aimed to evaluate the effects of FUS on human prostate and glioblastoma cancer tumour spheroids in vitro. The experimental follow-up enclosed the measurements of spheroid integrity and growth kinetics, DNA damage, and cellular metabolic activity by measuring intracellular ATP content in the spheroids. Our results showed that pulsed FUS treatment induced molecular effects in 3D tumour models. With the disruption of the spheroid integrity, we observed an increase in DNA double-strand breaks, leading to damage in the cancer cells depending on the cancer cell type.

22 June 2021 in Applied Sciences
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Journal Article
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CRChristoph Risser
Christoph Risser
HHHolger Hewener
Holger Hewener
MFMarc Fournelle
Marc Fournelle
HFHeinrich Fonfara
Heinrich Fonfara
SBSelina Barry-Hummel
Selina Barry-Hummel
STSteffen Tretbar
Steffen Tretbar
Volumetric ultrasound imaging is of great importance in many medical fields, especially in cardiology, but also in therapy monitoring applications. For development of new imaging technologies and scanning strategies, it is crucial to be able to use a hardware platform that is as free and flexible as possible and does not restrict the user in his research in any way. For this purpose, multi-channel ultrasound systems are particularly suitable, as they are able to control each individual element of a matrix array without the use of a multiplexer. We set out to develop a fully integrated, compact 1024-channel ultrasound system that provides full access to all transmission parameters and all digitized raw data of each transducer element. For this purpose, we synchronize four research scanners of our latest “DiPhAS” ultrasound research system generation, each with 256 parallel channels, all connected to a single PC on whose GPUs the entire signal processing is performed. All components of the system are housed in a compact, movable 19-inch rack. The system is designed as a general-purpose platform for research in volumetric imaging; however, the first-use case will be therapy monitoring by tracking radiation-sensitive ultrasound contrast agents.