Projecten per jaar
Persoonlijk profiel
Quote
“L’invenzione è l’attimo in cui con la tua conoscenza torni bambino – invention is a moment when with our knowledge we are children again.”
Research profile
Massimo Mischi is professor of biomedical signal processing and chairs the Signal Processing Systems (SPS) Division within the Electrical Engineering Faculty of the Eindhoven University of Technology (TU/e). With over 250 researchers, SPS is the largest division at TU/e. Within the SPS Division, he founded the Biomedical Diagnostics (BM/d) Lab in 2012, with focus on biomedical signal processing and analysis for improved patient diagnostics and monitoring. Today, the BM/d Lab comprises 180 researchers and several clinical and industrial advisors.
Prof. Mischi’s research focuses on the analysis of biomedical signals, with applications ranging from electrophysiology to diagnostic imaging. His approach emphasizes modeling the complete measurement chain, from (patho)physiological sources to sensor physics and ultimately to diagnostic interpretation. This approach bridges data-driven and physics-driven biosignal analysis, enabling more accurate and explainable diagnostics while reducing data volumes and computational complexity.
In recognition of his research contributions, he has been invited to deliver about 90 lectures at international conferences worldwide, spanning both technical and clinical audiences. Notable among these are the EUROSON Keynote Lecture in 2017 and the keynote at TU/e’s 57th academic anniversary (Dies Natalis) in 2013. Together with his students and collaborators, he received two Martin Black Awards for Best Paper in Physiological Measurement (2008, 2018), >30 awards at international conferences, and many co-authored papers that received editorial distinctions from journals including IEEE T-MI, IEEE T-UFFC, IEEE T-BME.
His scientific output includes >230 peer-reviewed journal articles (> 9000 citations), one book (plus one book foreword), 15 book chapters, and over 400+ conference contributions. His work has led to 17 patents and patent applications and has been implemented in various commercial software platforms. He is also the co-founder of three startup companies.
Beyond his roles at the SPS Division and BM/d Lab, he has actively contributed to various national and international scientific communities. He is the co-founder and former chairman of the IEEE-EMBS Benelux Chapter and served as a board member of the Urological Imaging Section of the European Association of Urology. He currently chairs the Safety Committee of the World Federation for Ultrasound in Medicine and Biology, serves as secretary of the Dutch Society of Medical Ultrasound, and sits on the Technical Program Committee of the IEEE IUS and the Steering Committee of the IEEE MeMeA. He also serves as the Counselor of the IEEE Student Branch in Eindhoven. In addition, Prof. Mischi is associate editor and editorial board member of several journals, including IEEE T-UFFC, IEEE RBME, CMPB, IRBM, WFUMB Ultrasound Open, and Sensors.
Academic background
Massimo Mischi obtained his MSc in Electrical Engineering from La Sapienza University (Italy) in 1999. In 2004, he received his PhD from the Eindhoven University of Technology (TU/e). There, he became Assistant Professor in 2007, Associate Professor in 2011, and Full Professor in 2018.
Expertise gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
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Medical Innovation and Research Advancing Clinical Learning and Excellence HTSM/24.0173
Mischi, M. (Project Manager), Turco, S. (Projectmedewerker), Heijman, E. (Projectmedewerker), Lemmens, E. (Projectmedewerker), Ramos Gonçalves Teresa Afonso, M. (Projectmedewerker), Klein, G. (Projectmedewerker), Vacancy PHD (Projectmedewerker), Vacancy PHD (Projectmedewerker), Vacancy PHD (Projectmedewerker), van Gisbergen, M. (Projectmedewerker), Bhattacharya, A. (Projectmedewerker) & Kortman, M. (Projectmedewerker)
1/01/24 → 31/12/29
Project: Third tier
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Medical Innovation and New Technology
Mischi, M. (Project Manager), Vacancy PD (Projectmedewerker), Vacancy PHD (Projectmedewerker), Vacancy PHD (Projectmedewerker), Vacancy 12 (Projectmedewerker), Paulussen, I. W. F. (Projectmedewerker) & Dekker, E. (Projectmedewerker)
1/01/24 → 31/12/29
Project: Third tier
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Integrated Photonics based Thermodilution curve measurement
Mischi, M. (Project Manager), Rutten, M. C. M. (Projectmedewerker), Gerards, N. P. C. M. (Projectmedewerker), Vacancy PD (Projectmedewerker), Vacancy PHD (Projectmedewerker), Vacancy 10 (Projectmedewerker) & Vacancy PHD (Projectmedewerker)
1/01/23 → 16/04/29
Project: Third tier
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Patient-centered Exploration for Reliable, Smart and Efficient Utilization of healthcare Services
Mischi, M. (Project Manager), van Steenbergen, G. (Projectmedewerker), Ramsaroep, A. (Projectmedewerker), van der Pas, M. (Projectmedewerker) & Van Donkelaar, I. (Projectmedewerker)
1/01/23 → 16/04/29
Project: Third tier
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TKI-HTSM/22.0501/TKI2212P12 MEDEIA: MEDical Engineering, Innovations and Applications
van Gilst, M. M. (Projectmedewerker), Hafkamp, F. (Projectmedewerker), van de Pol, J. (Projectmedewerker), Basso, G. (Projectmedewerker), Belt, H. J. W. (Projectmedewerker), van de Schaft, V. (Projectmedewerker), Bun, I. P. O. (Projectmedewerker), Zwerver, P. G. (Projectmedewerker), Long, X. (Projectmedewerker), Mischi, M. (Project Manager), Chen, X. (Projectmedewerker), Dassen, S. (Projectmedewerker), Bergmans, J. W. M. (Projectmedewerker), Dekker, J. (Projectmedewerker), van Laar, J. O. E. H. (Projectmedewerker), Vullings, R. (Projectmedewerker) & Hup, G. (Projectmedewerker)
1/01/22 → 31/12/27
Project: Third tier
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Magnetic resonance dispersion imaging for localization of angiogenesis and cancer growth
Mischi, M., Turco, S., Lavini, C., Kompatsiari, K., Rosette, de la, J. J. M. C. H., Breeuwer, M. & Wijkstra, H., 2014, In: Investigative Radiology. 49, 8, blz. 561-569Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
30 Citaten (Scopus)8 Downloads (Pure) -
Ultrasound-contrast-agent dispersion and velocity imaging for prostate cancer localization
van Sloun, R. J. G., Demi, L., Postema, A., de la Rosette, J. J. M. C. H., Wijkstra, H. & Mischi, M., jan. 2017, In: Medical Image Analysis. 35, Januari 2017, blz. 610-619 10 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access47 Citaten (Scopus)3 Downloads (Pure) -
Towards dynamic contrast specific ultrasound tomography
Demi, L., Van Sloun, R. J. G., Wijkstra, H. & Mischi, M., 5 okt. 2016, In: Scientific Reports. 6, 8 blz., 34458.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand3 Citaten (Scopus)301 Downloads (Pure) -
Multiparametric dynamic contrast-enhanced ultrasound imaging of prostate cancer
Wildeboer, R. R., Postema, A. W., Demi, L., Kuenen, M. P. J., Wijkstra, W. H. & Mischi, M. M., 1 aug. 2017, In: European Radiology. 27, 8, blz. 3226-3234 9 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand43 Citaten (Scopus)248 Downloads (Pure) -
Dedicated entropy measures for early assessment of pregnancy progression from single-channel electrohysterography
Mischi, M., Chen, C., Ignatenko, T., de Lau, H., Ding, B., Oei, G. S. & Rabotti, C., apr. 2018, In: IEEE Transactions on Biomedical Engineering. 65, 4, blz. 875-884 10 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
49 Citaten (Scopus)1 Downloads (Pure)
Datasets
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Additional file 3: of Three-dimensional greyscale transrectal ultrasound-guidance and biopsy core preembedding for detection of prostate cancer: Dutch clinical cohort study
van der Aa, A. A. M. A. (Bijdrager), Mannaerts, C. K. (Ontwerper), Gayet, M. C. W. (Ontwerper), van der Linden, H. (Bijdrager), Schrier, B. P. (Ontwerper), Sedelaar, J. P. M. (Bijdrager), Mischi, M. (Ontwerper), Beerlage, H. P. (Ontwerper) & Wijkstra, H. (Ontwerper), Figshare, 16 apr. 2019
DOI: 10.6084/m9.figshare.8002820, https://springernature.figshare.com/articles/Additional_file_3_of_Three-dimensional_greyscale_transrectal_ultrasound-guidance_and_biopsy_core_preembedding_for_detection_of_prostate_cancer_Dutch_clinical_cohort_study/8002820 en nog één link, https://springernature.figshare.com/articles/Additional_file_3_of_Three-dimensional_greyscale_transrectal_ultrasound-guidance_and_biopsy_core_preembedding_for_detection_of_prostate_cancer_Dutch_clinical_cohort_study/8002820/1 (minder tonen)
Dataset
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Simulated data from A Model-based Approach to Generating Annotated Pressure Support Waveforms
Waeijen-van Diepen, A. (Ontwerper), Bakkes, T. H. G. F. (Ontwerper), de Bie, A. (Ontwerper), Turco, S. (Ontwerper), Bouwman, R. A. (Ontwerper), Woerlee, P. H. (Ontwerper) & Mischi, M. (Ontwerper), Eindhoven University of Technology, 31 jan. 2024
DOI: 10.4121/81220350-0f3d-4e0a-86cf-28c904a1cb09.v1, https://data.4tu.nl/datasets/81220350-0f3d-4e0a-86cf-28c904a1cb09 en 2 meer links, https://data.4tu.nl/datasets/81220350-0f3d-4e0a-86cf-28c904a1cb09/1, https://data.4tu.nl/datasets/81220350-0f3d-4e0a-86cf-28c904a1cb09/2 (minder tonen)
Dataset
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Experimental acoustic characterisation of an endoskeletal antibubble contrast agent: first results
Panfilova, A. (Bijdrager), Chen, P. (Bijdrager), van Sloun, R. J. G. (Bijdrager), Wijkstra, H. (Bijdrager), Postema, M. (Bijdrager), Poortinga, A. T. (Bijdrager) & Mischi, M. (Bijdrager), Zenodo, 17 sep. 2021
DOI: 10.5281/zenodo.5514221, https://zenodo.org/record/5514221
Dataset
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Three-dimensional greyscale transrectal ultrasound-guidance and biopsy core preembedding for detection of prostate cancer: Dutch clinical cohort study
van der Aa, A. A. M. A. (Bijdrager), Mannaerts, C. K. (Ontwerper), Gayet, M. C. W. (Ontwerper), van der Linden, H. C. (Bijdrager), Schrier, B. P. (Ontwerper), Sedelaar, J. P. M. (Bijdrager), Mischi, M. (Ontwerper), Beerlage, H. P. (Ontwerper) & Wijkstra, H. (Ontwerper), Figshare, 16 apr. 2019
DOI: 10.6084/m9.figshare.c.4473866, https://springernature.figshare.com/collections/Three-dimensional_greyscale_transrectal_ultrasound-guidance_and_biopsy_core_preembedding_for_detection_of_prostate_cancer_Dutch_clinical_cohort_study/4473866 en nog één link, https://springernature.figshare.com/collections/Three-dimensional_greyscale_transrectal_ultrasound-guidance_and_biopsy_core_preembedding_for_detection_of_prostate_cancer_Dutch_clinical_cohort_study/4473866/1 (minder tonen)
Dataset
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Constrained Cramér-Rao Bound of Multilinear Singular Value Decomposition
Calis, M. (Ontwerper), Mischi, M. (Ontwerper), van der Veen, A. J. (Bijdrager) & Rajan, R. T. (Ontwerper), Code Ocean, 5 aug. 2024
DOI: 10.24433/co.6530222.v2, https://codeocean.com/capsule/6409749/tree/v2
Dataset
Prijzen
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Prostate cancer localization by contrast-ultrasound angiogenesis imaging
Mischi, M. (Ontvanger), 2011
Prijs: ERC › Starting › Wetenschappelijk
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The generalized finite amplitude insert substitution method for estimation of the ultrasound parameter of nonlinearity
Panfilova, A. (Spreker), Chen, X. (Spreker), van Sloun, R. J. G. (Spreker), Wijkstra, H. (Spreker), Sapozhnikov, O. (Spreker) & Mischi, M. (Spreker)
8 dec. 2020Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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On what dynamic contrast-enhanced ultrasound tells us about the underlying vascular architecture
Panfilova, A. (Spreker), Shelton, S. E. (Spreker), Caresio, C. (Spreker), van Sloun, R. J. G. (Spreker), Molinari, F. (Spreker), Wijkstra, H. (Spreker), Dayton, P. A. (Spreker) & Mischi, M. (Spreker)
18 jan. 2018Activiteit: Types gesprekken of presentaties › Plenaire spreker › Wetenschappelijk
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27th Annual Advances in Contrast Ultrasound - ICUS Bubble Conference, Chicago (IL)
Mischi, M. (Spreker)
20 sep. 2012Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Voorjaarsvergadering van de Nederlandse Vereniging voor Urologie (NVU), May 10-11, 2012, Den Bosch (The Netherlands)
Mischi, M. (Spreker)
10 mei 2012Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
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Health Valley 2012, Nijmegen, The Netherlands
Mischi, M. (Spreker)
15 mrt. 2012Activiteit: Types gesprekken of presentaties › Aangemelde presentatie › Wetenschappelijk
Cursussen
Knipsels
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Reports Outline Adrenal Cortical Steroids Study Findings from Eindhoven University of Technology (Changes in Maternal Heart Rate and Autonomic Regulation following the Antenatal Administration of Corticosteroids: A Secondary Analysis)
Vullings, R., Bester, M. & Mischi, M.
6/02/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Reports Outline Machine Learning Study Findings from ShanghaiTech University (Novel Multichannel Entropy Features and Machine Learning for Early Assessment of Pregnancy Progression Using Electrohysterography)
31/01/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Researchers, clinicians, and industry come together for the 1st MedTech Day
van Pul, C., Bax, N. A. M., van 't Veer, M., Mischi, M., Bezemer, R. & Carrette, E. C. B.
30/05/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Eindhoven University of Technology: Improved Ultrasound Techniques for Cancer Diagnostics
18/01/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Improved ultrasound techniques for cancer diagnostics
17/01/22
2 items van Media-aandacht
Pers / media: Vakinhoudelijk commentaar