Onderzoeksoutput per jaar
Persoonlijk profiel
Quote
Science should aim at improving human life, education at improving humans.
Research profile
Chiara Rabotti is Assistant Professor in the Signal Processing Systems group at Eindhoven University of Technology (TU/e). During her PhD research at TU/e, Rabotti employed modeling and biomedical signal analysis to improve maternity care, developing new methods for noninvasive pregnancy monitoring and prediction of premature birth. With the VENI grant she received in 2012, Rabotti is funding her research on the analysis of uterine activity outside pregnancy to increase the success rate of assisted reproductive technology.
In general, Rabotti’s research focuses on developing dedicated processing tools for bipotential signal measurements such as electrohysterography, electromyography and electrocardiography. Since these signals are usually recorded noninvasively, developing multiscale, physiology-based modeling is a fundamental step for robust and accurate estimation of the relevant diagnostic features. Clinical relevance of the developed methods is top priority, strengthened by a tight, long-standing collaboration with local hospitals and health centers.
Academic background
Chiara Rabotti holds an MSc in Electrical Engineering from the University of Florence (Italy) and obtained her PhD from Eindhoven University of Technology (TU/e) in 2009 for her thesis on the characterization of uterine activity during pregnancy. She worked as researcher for Twente Medical Systems International for a year before returning to TU/e as postdoctoral researcher. In 2013, she was appointed Assistant Professor at TU/e.
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Onderzoeksoutput
Blind source separation for clutter and noise suppression in ultrasound imaging: review for different applications
Wildeboer, R. R., Sammali, F., van Sloun, R. J. G., Huang, Y., Chen, P., Bruce, M., Rabotti, C., Shulepov, S., Salomon, G., Schoot, B. C., Wijkstra, H. & Mischi, M., 20 feb 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Visual inspection of transvaginal ultrasound videos to characterize uterine peristalsis: an inter-observer agreement study
Kuijsters, N. P. M., Sammali, F., Rabotti, C., Huang, Y., Mischi, M. & Schoot, B. C., 1 mrt 2020, In : Journal of Ultrasound. 23, 1, blz. 37-44 8 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Dedicated ultrasound speckle tracking for quantitative analysis of uterine motion outside pregnancy
Sammali, F., Kuijsters, N. P. M., Huang, Y., Blank, C., Rabotti, C., Schoot, B. C. & Mischi, M., mrt 2019, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 66, 3, blz. 581-590 10 blz., 8445669.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
3
Citaten
(Scopus)
3
Downloads
(Pure)
Investigation of the neural drive during vibration exercise by high-density surface-electromyography
Xu, L., Negro, F., Rabotti, C., Farina, D. & Mischi, M., jul 2019, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. blz. 1944-1947 4 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Machine learning for classification of uterine activity outside pregnancy
Bakkes, T. H. G. F., Sammali, F., Kuijsters, N. P. M., Turco, S., Rabotti, C., Schoot, D. & Mischi, M., jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Piscataway: Institute of Electrical and Electronics Engineers, blz. 2161-2164 4 blz. 8857374Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Prijzen
NWO Veni Award : Increasing the success rate for in-vitro fertilisation
C. Rabotti (Ontvanger), 2012
Prijs: NWO › Veni › Wetenschappelijk
Cursussen
Scriptie
Analysis of nonlinear features from electrohysterogram
Auteur: Chen, C., 31 okt 2015Begeleider: Mischi, M. (Afstudeerdocent 1) & Rabotti, C. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Analysis of the uterine electrical activity ex-vivo based on electrohysterography (EHG)
Auteur: Ye, X., 26 apr 2018Begeleider: Rabotti, C. (Afstudeerdocent 1), Mischi, M. (Afstudeerdocent 2) & Schoot, B. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Effect of motion artifact removal on the electromyographic estimation of fatigue during vibration training using a novel prototype
Auteur: Keijts, M., 31 aug 2011Begeleider: Aarts, R. (Afstudeerdocent 1), Mischi, M. (Afstudeerdocent 2) & Rabotti, C. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Electrohysterography (EHG) in non pregnant women to improve in vitro fertilization (IVF): a feasibility study
Auteur: Santini, M., 31 mei 2013Begeleider: Mischi, M. (Afstudeerdocent 1) & Rabotti, C. (Afstudeerdocent 2)
Scriptie/masterproef: Master
MUAP modeling and multiscale analysis for conduction velocity estimation
Auteur: Rossi, V., 2007Begeleider: Mischi, M. (Afstudeerdocent 1), Rabotti, C. (Afstudeerdocent 2) & Tortoli, P. (Externe persoon) (Externe coach)
Scriptie/masterproef: Master
Bestand