ElectroMagnetic imaging for a novel genERation of medicAL Devices

Deliverables

The Third Summer School is organized in two parts The first part organized by TUIL is on Msequence radar sensors technology that compared to classical microwave measurement and imaging approaches allows the manufacturing of small integrated and costefficient sensor devices as required for the practical use of EM medical imaging The course will cover theory measurement principle devices data analysis and practice exercises and measurements with Msequence devices The second part organized by NUIG is on clinical evaluation and translation of novel imaging technologies will focus on providing the participants with a fundamental understanding of the clinical trial process including fundamentals of health research and evaluation methods biostatistics ethics in clinical research randomized controlled trials

Second General Workshop

The 2nd General Workshop is organized as ESR presentations 1 day course on introduction to oncology and radiology for breast cancer organized by the Hospital da Luz LUZ 05 day course on Intellectual Property Rights IPR CE marking and regulatory issues organized by FCID 1 day training in H2020 funding opportunities for companies and universitiesresearch institute organized by FCID 05 day training on precise fabrication of complex antenna prototypes mechanical parts and printed circuits and antenna testing organized by IT 1 day

First Summer School

The First Summer School on diagnostic and therapeutic applications of electromagnetism, after an introduction to bio-electromagnetism with particular attention to safety aspects, will focus on the diagnostic and therapeutic applications of EM fields. The challenges posed by these applications to the EM engineer will be presented and discussed, emphasizing their multi-physics nature and the constraints to be faced when dealing with medical applications. Selected emerging applications will be considered in more detail, and some foreseen developments will be presented. Guided numerical simulations and experimental demonstrations are planned as part of the course. This school is part of the European School on Antennas (ESoA).

First General Workshop

The 1st General Workshop is organized as: ESR introduction (0,5 day); training on the full-wave modelling for EM medical devices with the WIPL-D software, organized by WIPL-D (1,5 day); course on medical imaging techniques, organized by the Dept. of Neurosurgery, INSEL (0,5 day); course on the link between physicists and physicians at the Paris Diderot Health Simulation Center, organized by the Dept. of Emergency Medicine, UP7 (0,5 day).

Final Conference

The Final Conference is planned to maximize the impact of EMERALD final outcomes and introduction to the relevant communities engineers and clinicians and stakeholders aiming for a European wide dissemination of the action Keynote speakers from the medical community will be invited Profs C Pollo and W ZGragger from the University Hospital Bern CH Prof N Goldberg from Hadassah Hebrew University Medical Center IL Dr J Kubes from the Proton Therapy Center in Prague CZ Profs P Plaisance and H Chabriat from the Lariboisire University Hospital FR and Prof P Coelho Dr L Orvalho and Dr M Nave from Hospital da Luz PT At this stage a number of quality papers and presentations of EMERALDs results will have been published so that the conference will be capable to attract industry and academia not only in Europe but worldwide The main results of the action will be present by the ESRs This will boost the exploitation of EMERALD and the job prospects of its young researchers

Second Summer School

The Second Summer School on microwave imaging and diagnostics after reviewing fundamentals and main difficulties of inverse problems in highfrequency electromagnetics will focus on classical and recently introduced solution procedures and algorithms discussing capabilities limitations and perspectives of both approximate and exact methods This school is part of the European School on Antennas ESoA

Third General Workshop

The 3rd General Workshop is organized as ESR presentations 1 day course on employment strategies in the private and academic sectors organized by MEDIWISE 05 day helping ESRs to prepare a personalized strategy for finding and applying for best employment opportunities topics writing good CVs advice on interview techniques researching employers differences between private and public sectors training on entrepreneurship creating technology based company organized by NEU 1 day in order to describe the main steps to create technology startups from nurturing the novel idea rising first funds to attracting first potential customers course on Health Technology Assessment of Medical Devices organized by CNRIREA invited speaker Dr L Pecchia University of Warwick UK 05 day

Papers to scientific journals and contributions to scientific conferences (second update)

List and review of all the papers to scientific journals and contributions to scientific conferences authored by the ESRs until M36 to facilitate EMERALD research activities dissemination

Papers to scientific journals and contributions to scientific conferences

List and review of all the papers to scientific journals and contributions to scientific conferences authored by the ESRs until M12 to facilitate EMERALD research activities dissemination.

Papers to scientific journals and contributions to scientific conferences (first update)

List and review of all the papers to scientific journals and contributions to scientific conferences authored by the ESRs until M24 to facilitate EMERALD research activities dissemination.

Papers to scientific journals and contributions to scientific conferences (final update)

List and review of all the papers to scientific journals and contributions to scientific conferences authored by the ESRs until M48 to facilitate EMERALD research activities dissemination

Action website

EMERALD website

Publications

The Use of Metasurfaces to Enhance Microwave Imaging: Experimental Validation for Tomographic and Radar-Based Algorithms

Author(s): Navid Ghavami; Eleonora Razzicchia; Olympia Karadima; Pan Lu; Wei Guo; Ioannis Sotiriou; Efthymios Kallos; George Palikaras; Panagiotis Kosmas
Published in: IEEE Open Journal of Antennas and Propagation vol.3, Issue 2, 2021, ISSN 2637-6431
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.6542123

Development of a Solid and Flexible Matching Medium for Microwave Medical Diagnostic Systems

Author(s): Amin Moradpour, Olympia Karadima, Ivan Alic, Mykolas Ragulskis, Ferry Kienberger, Panagiotis Kosmas
Published in: Diagnostics, Issue 11/3, 2021, Page(s) 550, ISSN 2075-4418
Publisher: MDPI AG
DOI: 10.3390/diagnostics11030550

Quantitative Interpretation of UWB Radar Images for Non-Invasive Tissue Temperature Estimation during Hyperthermia

Author(s): Alexandra Prokhorova, Sebastian Ley, Marko Helbig
Published in: Diagnostics, Issue 11/5, 2021, Page(s) 818, ISSN 2075-4418
Publisher: MDPI
DOI: 10.3390/diagnostics11050818

A Novel Approach on Microwave Hyperthermia

Author(s): Gulsah Altintas; Ibrahim Akduman; Aleksandar Janjic; Tuba Yilmaz
Published in: Volume 11, Issue 20754418, 2021, ISSN 2075-4418
Publisher: MDPI
DOI: 10.3390/diagnostics11030493

Metasurface-Enhanced Antennas for Microwave Brain Imaging

Author(s): Eleonora Razzicchia, Pan Lu, Wei Guo, Olympia Karadima, Ioannis Sotiriou, Navid Ghavami, Efthymios Kallos, George Palikaras, Panagiotis Kosmas
Published in: Diagnostics, Issue 11/3, 2021, Page(s) 424, ISSN 2075-4418
Publisher: MDPI
DOI: 10.3390/diagnostics11030424

A Physics-Assisted Deep Learning Microwave Imaging Framework for Real-time Shape Reconstruction of Unknown Targets

Author(s): Álvaro Yago Ruiz; Marta Cavagnaro; Lorenzo Crocco
Published in: IEEE Transactions on Antennas and Propagation, Issue 1, 2022, ISSN 1558-2221
Publisher: IEEE
DOI: 10.1109/tap.2022.3162320

A Simulation-Based Methodology of Developing 3D Printed Anthropomorphic Phantoms for Microwave Imaging Systems

Author(s): Soroush Abedi, Nadine Joachimowicz, Nicolas Phillips, Hélène Roussel
Published in: Diagnostics, Issue 11/2, 2021, Page(s) 376, ISSN 2075-4418
Publisher: MDPI AG
DOI: 10.3390/diagnostics11020376

Towards a Microwave Imaging System for Continuous Monitoring of Liver Tumor Ablation: Design and In Silico Validation of an Experimental Setup.

Author(s): Mengchu Wang; Rosa Scapaticci; Marta Cavagnaro; Marta Cavagnaro; Lorenzo Crocco
Published in: Volume 11, Issue 4, 2021, ISSN 2075-4418
Publisher: MDPI
DOI: 10.3390/diagnostics11050866

Assessing a Microwave Imaging System for Brain Stroke Monitoring via High Fidelity Numerical Modelling

Author(s): David Rodriguez-Duarte; Jorge A. Tobon Vasquez; Rosa Scapaticci; Lorenzo Crocco; Francesca Vipiana
Published in: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, Issue Volume 5, Issue 3, 2021, Page(s) 238 - 245, ISSN 2469-7249
Publisher: IEEE
DOI: 10.1109/jerm.2020.3049071

SAFE: A Novel Microwave Imaging System Design for Breast Cancer Screening and Early Detection—Clinical Evaluation

Author(s): Aleksandar Janjic, Mehmet Cayoren, Ibrahim Akduman, Tuba Yilmaz, Emre Onemli, Onur Bugdayci, Mustafa Erkin Aribal
Published in: Diagnostics, Issue 11/3, 2021, Page(s) 533, ISSN 2075-4418
Publisher: MDPI AG
DOI: 10.3390/diagnostics11030533

FPGA Acceleration of 3D FDTD for Multi- Antennas Microwave Imaging Using HLS

Author(s): Mohammad Amir Mansoori; Pan Lu; Mario R. Casu
Published in: IEEE Access ( Volume: 9), Issue 5, 2021, Page(s) 122696 - 12271, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3109491

Development of an Anthropomorphic Phantom of the Axillary Region for Microwave Imaging Assessment.

Author(s): Matteo Savazzi; Soroush Abedi; Soroush Abedi; Niko Istuk; Nadine Joachimowicz; Nadine Joachimowicz; Hélène Roussel; Hélène Roussel; Emily Porter; Emily Porter; Martin O'Halloran; Jorge R. Costa; Jorge R. Costa; Carlos A. Fernandes; Joao M. Felicio; Raquel C. Conceicao
Published in: Volume 20 - issue 17, Issue 3, 2020, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20174968

Dielectric Properties of Ovine Heart at Microwave Frequencies

Author(s): Niko Ištuk, Emily Porter, Declan O’Loughlin, Barry McDermott, Adam Santorelli, Soroush Abedi, Nadine Joachimowicz, Hélène Roussel, Martin O’Halloran
Published in: Diagnostics, Issue 11/3, 2021, Page(s) 531, ISSN 2075-4418
Publisher: MDPI AG
DOI: 10.3390/diagnostics11030531

Experimental validation of a microwave system for brain stroke 3-d imaging

Author(s): David, Rodriguez-Duarte; Tobon Vasquez, Jorge A.; Rosa, Scapaticci; Turvani, Giovanna; Marta, Cavagnaro; Casu, Mario R.; Lorenzo, Crocco; Vipiana, Francesca
Published in: Diagnostics, Vol 11, Iss 1232, p 1232 (2021), Issue 7, 2021, ISSN 2075-4418
Publisher: MDPI
DOI: 10.3390/diagnostics11071232

High Level Design of a Flexible PCA Hardware Accelerator Using a New Block-Streaming Method

Author(s): Mohammad Amir Mansoori, Mario R. Casu
Published in: Electronics, Issue 9/3, 2020, Page(s) 449, ISSN 2079-9292
Publisher: MDPI AG
DOI: 10.3390/electronics9030449

Feasibility Study of Enhancing Microwave Brain Imaging Using Metamaterials

Author(s): Eleonora Razzicchia, Ioannis Sotiriou, Helena Cano-Garcia, Efthymios Kallos, George Palikaras, Panagiotis Kosmas
Published in: Sensors, Issue 19/24, 2019, Page(s) 5472, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19245472

Experimental Validation of Microwave Tomography with the DBIM-TwIST Algorithm for Brain Stroke Detection and Classification

Author(s): Olympia Karadima; Mohammed Rahman; Ioannis Sotiriou; Navid Ghavami; Pan Lu; Syed Ahsan; Panagiotis Kosmas
Published in: Sensors, Issue 1, 2020, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20030840

A Prototype Microwave System for 3D Brain Stroke Imaging

Author(s): Jorge A. Tobon Vasquez, Rosa Scapaticci, Giovanna Turvani, Gennaro Bellizzi, David O. Rodriguez-Duarte, Nadine Joachimowicz, Bernard Duchêne, Enrico Tedeschi, Mario R. Casu, Lorenzo Crocco, Francesca Vipiana
Published in: Sensors, Issue 20/9, 2020, Page(s) 2607, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20092607

Experimental Validation of the DBIM-TwIST Algorithm for Brain Stroke Detection and Differentiation Using a Multi-Layered Anatomically Complex Head Phantom

Author(s): Olympia Karadima; Pan Lu; Ioannis Sotiriou; Panagiotis Kosmas
Published in: IEEE Open Journal of Antennas and Propagation, Vol 3, Pp 274-286 (2022), Issue 2, 2022, Page(s) 274-286, ISSN 2637-6431
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/ojap.2022.3150100

Relationship Between the Conductivity of Human Blood and Blood Counts

Author(s): Istuk, Niko; La Gioia, Alessandra; Benchakroun, Hamza; Lowery, Aoife; McDermott, Barry; O'Halloran, Martin
Published in: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, Issue 2, 2021, ISSN 2469-7249
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/jerm.2021.3130788

Brick-Shaped Antenna Module for Microwave Brain Imaging Systems

Author(s): David O. Rodriguez-Duarte, Jorge A. Tobon Vasquez, Rosa Scapaticci, Lorenzo Crocco, Francesca Vipiana
Published in: IEEE Antennas and Wireless Propagation Letters, Issue 19/12, 2020, Page(s) 2057-2061, ISSN 1536-1225
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lawp.2020.3022161

Study of Freezing and Defrosting Effects on Complex Permittivity of Biological Tissues

Author(s): Matteo Savazzi; Joao M. Felicio; Jorge R. Costa; Carlos A. Fernandes; Raquel C. Conceicao
Published in: IEEE Antennas and Wireless Propagation Letters, Issue Volume 20, Issue 12, 2021, Page(s) 2210 - 2214, ISSN 1536-1225
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lawp.2021.3102842

A feasibility study on microwave imaging of bone for osteoporosis monitoring

Author(s): Bilal Amin; Atif Shahzad; Atif Shahzad; Lorenzo Crocco; Mengchu Wang; Martin O'Halloran; Ana González-Suárez; Muhammad Adnan Elahi
Published in: Medical & Biological Engineering & Computing (MBEC), Issue 28, 2021, ISSN 1741-0444
Publisher: Springer
DOI: 10.1007/s11517-021-02344-8

On the Design of a Microwave Imaging System to Monitor Thermal Ablation of Liver Tumors

Author(s): Mengchu Wang, Lorenzo Crocco, Marta Cavagnaro
Published in: IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 2021, Page(s) 1-1, ISSN 2469-7249
Publisher: IEEE - The Institute of Electrical and Electronics Engineers
DOI: 10.1109/JERM.2020.3048846

Antipodal Vivaldi Antenna with Ceramic Cone Lens for Biomedical Microwave Imaging Systems

Author(s): Mengchu Wang; Lorenzo Crocco; Marta Cavagnaro
Published in: 2021 15th European Conference on Antennas and Propagation (EuCAP), Issue 1, 2021, Page(s) 1-5, ISBN 978-88-31299-02-2
Publisher: IEEE - The Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.4767211

Feasibility Study on Improving Microwave Stroke Detection using Metamaterials

Author(s): Eleonora Razzicchia; Navid Ghavami; Syed Ashan; Panagiotis Kosmas
Published in: 2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, Issue 8, 2020, Page(s) 1-2, ISBN 978-1-7281-6670-4
Publisher: IEEE - The Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.4764583

Measurement of Electrical Conductivity of Human Blood at Frequencies Below 100 kHz with Four-electrode Probe Method

Author(s): Niko Istuk; Alessandra La Gioia; Hamza Benchakroun; Declan O'Loughlin; Aoife Lowery; Emily Porter; Martin O'Halloran
Published in: 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), 2021, ISBN 9789463968027
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.23919/ursigass51995.2021.9560424

Numerical Assessment of Microwave Imaging for Axillary Lymph Nodes Screening Using Anthropomorphic Phantom

Author(s): Matteo Savazzi; Jorge R. Costa; Carlos A. Fernandes; João M. Felício; Raquel C. Conceição
Published in: 2021 15th European Conference on Antennas and Propagation (EuCAP), 2021, ISBN 978-88-31299-02-2
Publisher: IEEE
DOI: 10.23919/eucap51087.2021.9410925

Performance assessment of microwave tomography and radar imaging using an anthropomorphic brain phantom

Author(s): Olympia Karadima; Navid Ghavami; Ioannis Sotiriou; Panagiotis Kosmas
Published in: 2020 XXXIIIrd General Assembly and Scientific Symposium of the International Union of Radio Science, Issue 15, 2020, ISBN 978-9-4639-6800-3
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.23919/ursigass49373.2020.9232402

Initial Assessment of a Microwave Imaging System for Continuous Monitoring of Liver Tumor Ablation

Author(s): Mengchu Wang; Rosa Scapaticci; Marta Cavagnaro; Lorenzo Crocco
Published in: BioEM2021, Issue 6, 2021
Publisher: BEMS-EBEA
DOI: 10.5281/zenodo.6640488

Microwave Antenna Array Calibration via Simulated and Measured S-parameters Matching

Author(s): ORIGLIA, CRISTINA; RODRIGUEZ DUARTE, DAVID ORLANDO; TOBON VASQUEZ, JORGE ALBERTO; VIPIANA, FRANCESCA
Published in: EUCAP 2022 -16th European Conference on Antennas and Propagation, 2022
Publisher: IEEE
DOI: 10.23919/eucap53622.2022.9769081

Dielectric Properties Model of the Left Atrium and Left Atrial Appendage for Applications in Cardiac Ablation

Author(s): Niko Istuk; Emily Porter; Declan O'Loughlin; Martin O'Halloran
Published in: 2021 International Conference on Electromagnetics in Advanced Applications (ICEAA), Issue 21, 2021, ISBN 978-1-6654-1386-2
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/iceaa52647.2021.9539744

Pressure Dependency of Conductivity Measurements: The Specific Case of the Lung

Author(s): Ištuk, Niko; Benchakroun, Hamza; Dunne, Eoghan; O'Halloran, Martin
Published in: 21st International Conference on Biomedical Applications of Electrical Impedance Tomography - EIT, Issue 2, 2021, Page(s) 1
Publisher: NUIG
DOI: 10.5281/zenodo.5113376

Simulation Study of Voxel Based Head Phantom for Medical Microwave Imaging

Author(s): Stevanetic, Mladjen; Kolundzija, Branko; Singh, Tushar; Stevanovic, Marija Nikolic
Published in: ting: 9TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING (IcETRAN), Issue 2, 2022
Publisher: State university Novi Pazar
DOI: 10.5281/zenodo.6542288

"Efficient Training and Hardware Co-design of Machine Learning Models"

Author(s): Mansoori, Mohammad Amir; Casu, Mario R.
Published in: ApplePies 2021: International Conference on Applications in Electronics Pervading Industry, Environment and Society, Issue 4, 2021, Page(s) 6, ISBN 978-3-030-95498-7
Publisher: Springer
DOI: 10.1007/978-3-030-95498-7_34

Initial Experimental Validation of a Microwave Imaging System to Monitor Liver Microwave Thermal Ablation

Author(s): Mengchu Wang; Marta Cavagnaro; Soroush Abedi; Nadine Joachimowicz; Hélène Roussel; Sandra Costanzo; Lorenzo Crocco
Published in: EuCAP 2022 - The 16th European Conference on Antennas and Propagation, Issue 12, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6640500

HLS-based dataflow hardware architecture for Support Vector Machine in FPGA

Author(s): Mohammad Amir Mansoori; Mario R. Casu
Published in: IEEE International Symposium on Circuits and Systems (ISCAS) 2022, Issue 1, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6634404

Eliminating the geometric error in tissue conductivity measurements by increasing the sample size

Author(s): Ištuk, Niko; DeCaro, Cristoforo; Benchakroun, Hamza; Dunne, Eoghan; Elahi, Adnan; O'Halloran, Martin
Published in: BioEM 2022, Issue 9, 2022
Publisher: BioEM Society
DOI: 10.5281/zenodo.6637148

Model-based data generation for support vector machine stroke classification

Author(s): Mariano, Valeria; Tobon Vasquez, Jorge A.; Casu, Mario R.; Vipiana, Francesca
Published in: IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI), 2021, ISBN 978-1-7281-4670-6
Publisher: IEEE
DOI: 10.1109/aps/ursi47566.2021.9704125

Microwave Brain Imaging System Validation via Realistic Experiments

Author(s): David Orlando Rodriguez-Duarte; JORGE ALBERTO TOBON VASQUEZ; Francesca Vipiana
Published in: XXXIV General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science (Union Radio Scientifique Internationale-URSI), 2021, Page(s) 1
Publisher: IEEE

DESIGN OF A VIVALDI ANTENNA FOR MICROWAVE IMAGING SYSTEM FOR ABLATION MONITORING

Author(s): Mengchu Wang; Lorenzo Crocco; Marta Cavagnaro
Published in: Riunione Nazionale di Elettromagnetismo edizione 2020, Issue 4, 2020, Page(s) 1-9
Publisher: SIEm - Società Italiana di Elettromagnetismo
DOI: 10.5281/zenodo.4767234

Benefits of Employing Metasurfaces on the Design of a Microwave Brain Imaging Scanner

Author(s): Razzicchia, Eleonora; Ghavami, Navid; Rodriguez-Duarte, David O.; Tobon Vasquez, Jorge A.; Vipiana, Francesca; Panagiotis, Kosmas
Published in: 2021 International Conference on Electromagnetics in Advanced Applications (ICEAA), Issue 2, 2021, ISBN 978-1-6654-1386-2
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/iceaa52647.2021.9539789

The Effect of Contact Pressure on Ex-vivo Measurements of the Conductivity of Liver

Author(s): Istuk, Niko; Benchakroun, Hamza; Elahi, Muhammad Adnan; O'Halloran, Martin
Published in: 2022 16th European Conference on Antennas and Propagation (EuCAP), Issue 9, 2022, ISBN 978-88-31299-04-6
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.23919/eucap53622.2022.9769625

Hybrid Resolvent Kernel Calibration Technique for Microwave Imaging Systems

Author(s): D. O. Rodriguez-Duarte; C. Origlia; J. A. Tobon Vasquez; F. Vipiana
Published in: 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI), Issue 2, 2021, ISBN 978-1-7281-4670-6
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/aps/ursi47566.2021.9704044

Microwave Sparse Imaging Applied to Stroke Monitoring

Author(s): Marija Nikolic Stevanovic; Tushar Singh; Branislav Ninkovic; Branko M. Kolundzija
Published in: 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), 2021, ISBN 9789463968027
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.23919/ursigass51995.2021.9560370

Hybrid Simulation-Measurement Calibration Technique for Microwave Imaging Systems

Author(s): David Rodriguez-Duarte; J. A. Tobon Vasquez; Francesca Vipiana
Published in: 15th European Conference on Antennas and Propagation (EuCAP), 2021, ISBN 978-88-31299-02-2
Publisher: IEEE
DOI: 10.23919/eucap51087.2021.9411459

Smart Simplification of Anthropomorphic Head Phantom Aimed for Microwave Imaging

Author(s): Singh Tushar; Abedi Soroush; Ninkovic Branislav; Stevanovic Marija; Joachimowicz Nadine; Roussel Helene; Kolundzija Branko
Published in: 2021 15th European Conference on Antennas and Propagation (EuCAP), Issue 2, 2021, Page(s) 4
Publisher: IEEE
DOI: 10.5281/zenodo.4696015

Comparison of 2-D and 3-D DBIM-TwIST for Brain Stroke Detection and Differentiation

Author(s): Olympia Karadima; Pan Lu; Panagiotis Kosmas
Published in: 15th European Conference on Antennas and Propagation (EuCAP), Issue 3, 2021, ISBN 978-88-31299-02-2
Publisher: IEEE
DOI: 10.23919/EuCAP51087.2021.9411201

Realistic Numerical Modelling for 3-D brain stroke monitoring

Author(s): D. O. Rodriguez-Duarte, J.A. Tobon, F. Vipiana
Published in: 2020 IEEE International Symposium on Antennas and Propagation and North American Radio Science Meeting, 2020, Page(s) 1195-1196, ISBN 978-1-7281-6670-4
Publisher: IEEE
DOI: 10.1109/ieeeconf35879.2020.9330341

Metasurface-Enhanced Antenna for Microwave Breast Imaging

Author(s): Razzicchia, Eleonora; Janjic, Aleksandar; Ghavami, Navid; Akduman, Ibrahim; Cayoren, Mehmet; Kosmas, Panagiotis
Published in: 2022 16th European Conference on Antennas and Propagation (EuCAP), Issue 13, 2022, ISBN 978-88-31299-04-6
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.23919/eucap53622.2022.9769442

Experimental Imaging Issues of a 3-D Microwave Brain Scanner

Author(s): "Tobon Vasquez, J. A.; Rodriguez-Duarte, D. O.; Scapaticci, R.; Turvani, G.; Bellizzi, G.; Joachimowicz, N.; Duchê ne, B.; Casu, M. R.; Crocco, L.; Vipiana, F."
Published in: 2021 International Conference on Electromagnetics in Advanced Applications (ICEAA), Issue 13, 2021, ISBN 978-1-6654-1386-2
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/iceaa52647.2021.9539824

Numerical Wideband Anthropomorphic Phantom for Biomedical Microwave Imaging

Author(s): N. Joachimowicz; Soroush Abedi; Hélène Roussel
Published in: CAMA 2021 - 2021 IEEE International Conference on Antenna Measurements and Applications, 2021
Publisher: IEEE
DOI: 10.1109/cama49227.2021.9703472

A Deep Learning Architecture for Augmented Shape Reconstruction via Microwave Imaging

Author(s): Yago Ruiz, Alvaro; Stevanovic, Marija Nikolic; Cavagnaro, Marta; Crocco, Lorenzo
Published in: 2022 16th European Conference on Antennas and Propagation (EuCAP), Issue 5, 2022, ISBN 978-88-31299-04-6
Publisher: IEEE
DOI: 10.23919/eucap53622.2022.9769648

A New Metasurface-Enhanced Microstrip Patch Antenna for Haemorrhagic Stroke Detection

Author(s): Eleonora Razzicchia; Pan Lu; Wei Guo; Panagiotis Kosmas
Published in: 5th European Conference on Antennas and Propagation (EuCAP), Issue 20, 2021, ISBN 978-88-31299-02-2
Publisher: IEEE
DOI: 10.23919/eucap51087.2021.9410899

Preliminary Investigations of Microwave Imaging Algorithms for Tissue Temperature Estimation During Hyperthermia Treatment

Author(s): Prokhorova Alexandra; Ley Sebastian; Yago Ruiz Alvaro; Scapaticci Rosa; Crocco Lorenzo; Helbig Marko
Published in: 2021 International Conference on Electromagnetics in Advanced Applications (ICEAA), Issue 13, 2021, ISBN 978-1-6654-1386-2
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/iceaa52647.2021.9539731

Feasibility Study of Enhancing Temperature Change Detection through Metamaterial Technology for Hyperthermia Monitoring

Author(s): Razzicchia, Eleonora; Prokhorova, Alexandra; Helbig, Marko; Panagiotis, Kosmas
Published in: URSI GASS 2021, 2021
Publisher: International Union of Radio Science - URSI
DOI: 10.5281/zenodo.6558059

Development of an EM Device for Cerebrovascular Diseases Imaging and Hardware Acceleration for Imaging Algorithms within the EMERALD Network

Author(s): Rodriguez Duarte, D. O.; Mansoori, M. A.; Tobon Vasquez, J. A.; Turvani, G.; Casu, M. R.; Vipiana, F.
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology

Phantoms for a novel generation of medical microwave imaging devices

Author(s): Abedi, S; Joachimowicz, Nadine; Meyer, O; Picard, D.; Roussel, H.
Published in: EuCAP - 13th European Conference on Antennas and Propagation (EUCAP 2019), Apr 2019, Krakow, Poland, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology

Ultra-Wideband Temperature Dependent Dielectric Spectroscopy of Blood in the Microwave Frequency Range

Author(s): Ley, Sebastian; Schilling, Susanne; Fiser, Ondrej; Vrba, Jan; Sachs, Jürgen; Helbig, Marko
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology
DOI: 10.5281/zenodo.3352206

Survey and Classification of Antennas for Medical Applications

Author(s): Singh Tushar; Nikolic Stevanovic Marija; Kolundzija Branko
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology
DOI: 10.5281/zenodo.2647495

An Innovative Framework for Advancing Microwave Medical Imaging: The EMERALD European Network

Author(s): Crocco, L.; Vipiana, F.
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology

Early-stage Dielectric Characterisation of Renal Cell Carcinoma for Positive Surgical Margin Detection

Author(s): La Gioia, Alessandra; Elahi, Muhammad Adnan; Bottiglieri, Anna; Ištuk, Niko; Dowling, Catherine; D'Arcy, Frank; O'Halloran, Martin; Porter, Emily
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology
DOI: 10.5281/zenodo.2643425

Innovative Imaging Tools and Devices for Clinical Monitoring within the EMERALD Network

Author(s): Özgür, Selçuk; Scapaticci, Rosa; Cavagnaro, Marta; Rocca, Paolo; Crocco, Lorenzo
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology
DOI: 10.5281/zenodo.2643153

Advances towards the Development of a Brain Microwave Imaging Scanner

Author(s): Syed Ashan; Koutsoupidou Maria; Razzicchia Eleonora; Sotiriou Ioannis; Kosmas Panagiotis
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology
DOI: 10.5281/zenodo.2645126

Resolution Capabilities of the DBIM-TwIST Algorithm in Microwave Imaging

Author(s): Guo, Ziwen; Ahsan, Syed; Karadima, Olympia; Sotiriou, Ioannis; Kosmas, Panagiotis
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology
DOI: 10.5281/zenodo.2643313

S--parameter calibration procedure for multiport microwave imaging systems

Author(s): Manuel Kasper; Mykolas Ragulskis; Georg Gramse; Ferry Kienberger
Published in: EuCAP - 13th European Conference on Antennas and Propagation, Issue 1, 2019
Publisher: IET - Institution of Engineering and Technology
DOI: 10.5281/zenodo.3132478

HLS-Based Flexible Hardware Accelerator for PCA Algorithm on a Low-Cost ZYNQ SoC

Author(s): Mohammad Amir Mansoori, Mario R. Casu
Published in: 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC), Issue 1, 2019, Page(s) 1-7, ISBN 978-1-7281-2769-9
Publisher: IEEE
DOI: 10.1109/NORCHIP.2019.8906893

Efficient FPGA Implementation of PCA Algorithm for Large Data using High Level Synthesis

Author(s): Mohammad Amir Mansoori, Mario R. Casu
Published in: 2019 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), Issue 1, 2019, Page(s) 65-68, ISBN 978-1-7281-3549-6
Publisher: IEEE
DOI: 10.1109/PRIME.2019.8787782

Metamaterial Designs to Enhance Microwave Imaging Applications

Author(s): Eleonora Razzicchia; Maria Koutsoupidou; Helena Cano-Garcia; Ioannis Sotiriou; Efthymios Kallos; George Palikaras; Panagiotis Kosmas
Published in: 2019 International Conference on Electromagnetics in Advanced Applications (ICEAA), Issue 1, 2019, Page(s) 147-150
Publisher: IEEE
DOI: 10.5281/zenodo.3735321

Detailed Dielectric Characterisation of the Heart and Great Vessels

Author(s): Ištuk, Niko; McDermott, Barry; Porter, Emily; Santorelli, Adam; Abedi, Soroush; O'Halloran, Martin; Joachimowicz, Nadine; Roussel, Hélène
Published in: 14th European Conference on Antennas and Propagation (EuCAP) 2020, Issue 1, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3737280

Fast Measurements of Dielectric Properties with Small Size Microwave Transceiver

Author(s): Ištuk, Niko; Kienberger, Ferry; Porter, Emily; O'Halloran, Martin; Santorelli, Adam; Alić, Ivan; Ragulskis, Mykolas; Moradpour, Amin; Kasper, Manuel
Published in: 14th European Conference on Antennas and Propagation (EuCAP 2020), Issue 4, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3737274

Homogenization of Voxel Models using Material Mixing Formulas

Author(s): Singh Tushar; Stevanetic Mladjen; Stevanovic Marija; Kolundzija Branko
Published in: 14th European Conference on Antennas and Propagation (EuCAP2020), Issue 2, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3736316

Advanced 3D EM Simulation Environment for Development, Testing, and Usage of Medical Microwave Imaging Devices

Author(s): Kolundzija Branko; Stevanovic Marija; Stevanetic Mladjen; Ninkovic Branislav; Singh Tushar
Published in: 14th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS), Issue 2, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3736473

Experimental Comparison of Two Printed Monopole Antenna Designs for Microwave Tomography

Author(s): Syed Ahsan; Wei Guo; Olympia Karadima; Panagiotis Kosmas
Published in: 2019 IEEE Asia-Pacific Microwave Conference (APMC), Issue 1, 2019
Publisher: IEEE
DOI: 10.1109/APMC46564.2019.9038734

Monitoring tumor response during chemotherapy treatment with Microwave Imaging

Author(s): Janjic, Aleksandar; Yilmaz, Tuba; Cayoren, Mehmet; Akduman, Ibrahim; Crocco, Lorenzo
Published in: 14th European Conference on Antennas and Propagation (EuCAP), Issue 1, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3763308

Temperature Dependent Dielectric Properties of Tissue Mimicking Phantom Material in the Microwave Frequency Range

Author(s): Prokhorova, Alexandra; Ley, Sebastian; Fiser, Ondrej; Vrba, Jan; Sachs, Jürgen; Helbig, Marko
Published in: 14th European Conference on Antennas and Propagation (EuCAP 2020), Issue 1, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3783761

Image Improvement Through Metamaterial Technology for Brain Stroke Detection

Author(s): Olympia Karadima; Eleonora Razzicchia; Panagiotis Kosmas
Published in: 14th European Conference on Antennas and Propagation (EuCAP 2020), Issue 1, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3769452

Advanced Temperature Dielectric Spectroscopy of Muscle Phantom at Microwave Frequencies

Author(s): Fiser, Ondrej; Kantova, Michaela; Ley, Sebastian; Prokhorova, Alexandra; Helbig, Marko; Vrba, Jan
Published in: 14th European Conference on Antennas and Propagation (EuCAP2020), Issue 1, 2020
Publisher: IEEE
DOI: 10.5281/zenodo.3783769

High Fidelity Modelling of a Microwave Imaging Device for Brain Stroke Monitoring

Author(s): Rodriguez-Duarte, David; Tobon, Jorge A; Scapaticci, Rosa; Kolundzija, Branko; Crocco, Lorenzo; Vipiana, Francesca
Published in: 2019 PhotonIncs & Electromagnetics Research Symposium - PIERS, Issue 1, 2019
Publisher: The electromagnetic Academy

Benchmark Head phantoms for microwave imaging of brain strokes

Author(s): ABEDI, Soroush; Joachimowicz, Nadine; Duchêne, Bernard; Roussel, Hélène; Tobon, Jorge; Rodriguez-Duarte, David; SCAPATICCI, Rosa; Vipiana, Francesca; Crocco, Lorenzo
Published in: 2019 PhotonIncs & Electromagnetics Research Symposium - PIERS, Issue 1, 2019
Publisher: The Electromagnetics Academy

Ultra-Wideband Temperature Dependent Dielectric Spectroscopy of Porcine Muscle in the Microwave Frequency Range

Author(s): Ley, Sebastian; Schilling, Susanne; Fiser, Ondrej; Vrba, Jan; Sachs, Jürgen; Prokhorova, Alexandra; Helbig, Marko
Published in: 2019 European Microwave Conference in Central Europe (EuMCE), Issue 1, 2019, ISBN 978-2-87487-067-5
Publisher: IEEE
DOI: 10.5281/zenodo.3783776

Experimental Testing and Calibration Issues in the Realization of a Microwave Imaging Device for Brain Stroke Monitoring

Author(s): Tobon, Jorge A; Rodriguez-Duarte, David; Scapaticci, Rossa; Turvani, Giovanna; Bellizi, Gennaro; Joachimowicz, Nadine; Duchene, Bernard; Casu, Mario; Crocco, Lorenzo; Vipiana, Francesca
Published in: 2019 PhotonIncs & Electromagnetics Research Symposium - PIERS, Issue 1, 2019
Publisher: The Electromagnetics Academy

Electromagnetic Virtual Prototyping of a Realistic 3-D Microwave Scanner for Brain Stroke Imaging

Author(s): Rodriguez-Duarte, David; Tobon, Jorge A; Vipiana, Francesca
Published in: 14th European Conference on Antennas and Propagation (EuCAP 2020), Issue 1, 2020
Publisher: IEEE

Evaluation of prior information in microwave tomography experiments for brain stroke detection

Author(s): Olympia Karadima; Pan Lu; Panagiotis Kosmas
Published in: 2021 IEEE Conference on Antenna Measurements & Applications (CAMA), Issue 6, 2021, ISBN 978-1-7281-9697-8
Publisher: IEEE
DOI: 10.1109/CAMA49227.2021.9703553

Hardware Acceleration of Biomedical Microwave Techniques using High Level Synthesis

Author(s): Mohammad Amir Mansoori; Mario R. Casu
Published in: 2022 16th European Conference on Antennas and Propagation (EuCAP), Issue 2, 2022, ISBN 978-88-31299-04-6
Publisher: IEEE
DOI: 10.23919/EuCAP53622.2022.9768937

Differentiation of brain stroke type by using microwave-based machine learning classification

Author(s): Olympia Karadima; Raquel C. Conceicao; Panagiotis Kosmas
Published in: 2021 International Conference on Electromagnetics in Advanced Applications (ICEAA), Issue 4, 2021, ISBN 978-1-6654-1386-2
Publisher: IEEE
DOI: 10.1109/ICEAA52647.2021.9539740

Microwave imaging for liver thermal ablation monitoring: developing an experimental set-up

Author(s): Mengchu Wang; Rosa Scapaticci; Lorenzo Crocco; Marta Cavagnaro
Published in: 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), 2021, ISBN 9789463968027
Publisher: IEEE
DOI: 10.23919/ursigass51995.2021.9560575

A Portable Microwave Scanner for Brain Stroke Monitoring: Design, Implementation and Experimental Validation

Author(s): RODRIGUEZ DUARTE, DAVID ORLANDO; TOBON VASQUEZ, JORGE ALBERTO; VIPIANA, FRANCESCA
Published in: EUCAP 2022 - 16th European Conference on Antennas and Propagation, 2022
Publisher: IEEE
DOI: 10.23919/eucap53622.2022.9769048

New Method for Calculation of Average Electric Properties of Reference Head Phantom in Microwave Imaging

Author(s): Tushar Singh; Branislav Ninkovic; Miodrag S. Tasic; Marija Nikolic Stevanovic; Branko Kolundzija
Published in: 2022 16th European Conference on Antennas and Propagation (EuCAP), Issue 4, 2022, ISBN 978-88-31299-04-6
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.23919/eucap53622.2022.9769058

Application of Microwave Imaging for Brain Diagnostics

Author(s): Stevanovic, Marija Nikolic; Ninkovic, Darko; Singh, Tushar; Ninkovic, Branislav; Tasic, Miodrag; Kolundzija, Branko
Published in: 9TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING (IcETRAN), Issue 6, 2022
Publisher: ICETRAN
DOI: 10.5281/zenodo.6542397

Slot-Loaded Antipodal Vivaldi Antenna for a Microwave Imaging System to Monitor Liver Microwave Thermal Ablation

Author(s): mengchu wang; Sandra Costanzo; Lorenzo Crocco; Marta Cavagnaro
Published in: EuCAP 2022 - The 16th European Conference on Antennas and Propagation, Issue 4, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6640444

Development of a Transmission-Based Open-Ended Coaxial-Probe Suitable for Axillary Lymph Node Dielectric Measurements

Author(s): Matteo Savazzi, Emily Porter, Martin O'Halloran, Jorge R. Costa, Carlos Fernandes, Joao M. Felicio, Raquel C. Conceicao
Published in: 2020 14th European Conference on Antennas and Propagation (EuCAP), Issue annual, 2020, Page(s) 1-5, ISBN 978-88-31299-00-8
Publisher: IEEE
DOI: 10.23919/eucap48036.2020.9135778

A Microwave Imaging System Prototype for Liver Ablation Monitoring: Design and Initial Experimental Validation

Author(s): Mengchu Wang; Soroush Abedi; Helene Roussel; Nadine Joachimowicz; Sandra Costanzo; Marta Cavagnaro; Lorenzo Crocco
Published in: 17th International Workshop on Antenna Technology - IWAT 2022, Issue 8, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.6640466

Experimental Study of Optimal Antenna Array Configuration for Non-invasive UWB Microwave Temperature Monitoring during Hyperthermia

Author(s): Prokhorova Alexandra; Fiser Ondrej; Vrba Jan; Helbig Marko
Published in: 2021 IEEE Conference on Antenna Measurements & Applications (CAMA), 2021, ISBN 978-1-7281-9697-8
Publisher: IEEE
DOI: 10.5281/zenodo.6534446

Effect of Varying Prior Information in Axillary 2D Microwave Tomography

Author(s): Savazzi, Matteo; Karadima, Olympia; Felicio, Joao M.; Fernandes, Carlos A.; Kosmas, Panagiotis; Conceicao, Raquel C.
Published in: EuCAP 2022 - The 16th European Conference on Antennas and Propagation, 2022
Publisher: IEEE
DOI: 10.23919/eucap53622.2022.9769372

Multi-shot Calibration Technique for Microwave Imaging Systems

Author(s): David O. Rodriguez-Duarte; Jorge A. Tobon Vasquez; Francesca Vipiana
Published in: 2021 IEEE Conference on Antenna Measurements & Applications (CAMA), Issue 2, 2021, ISBN 978-1-7281-9697-8
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.1109/cama49227.2021.9703495

Changes in the Dielectric Properties of ex-vivo Ovine Kidney Before and After Microwave Thermal Ablation

Author(s): Niko Istuk, Anna Bottiglieri, Emily Porter, Martin O'Halloran, Laura Farina
Published in: 2020 XXXIIIrd General Assembly and Scientific Symposium of the International Union of Radio Science, Issue 2020 XXXIIIrd General Assembly and Scientific Symposium of the International Union of Radio Science, 2020, Page(s) 1-4, ISBN 978-9-4639-6800-3
Publisher: IEEE
DOI: 10.23919/URSIGASS49373.2020.9232147

Changes in dielectric properties following a microwave thermal ablation procedure

Author(s): WANG, MENGCHU; CAVAGNARO, Marta
Published in: 2021 International Conference on Electromagnetics in Advanced Applications, ICEAA 2021, 2021
Publisher: IEEE
DOI: 10.1109/iceaa52647.2021.9539599

Deep Learning-Enhanced Qualitative Microwave Imaging: Rationale and Initial Assessment

Author(s): Alvaro Yago, Marta Cavagnaro, Lorenzo Crocco
Published in: 2021 15th European Conference on Antennas and Propagation (EuCAP), Issue 2, 2021, Page(s) 1-5, ISBN 978-88-31299-02-2
Publisher: IEEE
DOI: 10.23919/EuCAP51087.2021.9411361

Advancements and challenges in the development of a microwave imaging device to monitor liver tumor ablation

Author(s): Mengchu Wang; Rosa Scapaticci; Marta Cavagnaro; Sandra Costanzo; Lorenzo Crocco
Published in: 2021 IEEE Conference on Antenna Measurements & Applications (CAMA), Issue 3, 2021
Publisher: IEEE
DOI: 10.5281/zenodo.6640495

A Study of Antipodal Vivaldi Antenna for Microwave Imaging of Thermal Ablation

Author(s): Mengchu Wang; Lorenzo Crocco; Marta Cavagnaro
Published in: 2020 XXXIIIrd General Assembly and Scientific Symposium of the International Union of Radio Science, Issue 5, 2020, Page(s) 1-3, ISBN 978-9-4639-6800-3
Publisher: IEEE - Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.4767232

Microwave Imaging for Brain Stroke Monitoring

Author(s): Jorge, Tobon; David, Rodriguez-Duarte
Published in: Scholarly Community Encyclopedia, Issue 15, 2020, Page(s) 4
Publisher: MDPI Books
DOI: 10.32545/encyclopedia202007.0006.v2

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