Deep Learning Powered Holographic Microscopy for Biothreat Detection on Field

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Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Training content and protocol

HoloZcan market analyses
Report on the laboratory assembly and tests of early prototypes and a model microscope.

Report on the laboratory assembly and tests of early prototypes and a model microscope

Internal literature review report on SoA

literature review

Data Management Plan
Definition of HoloZcan system architecture
Scenarios, use cases and user requirements

Scenarios use cases and user requirements

Yearly reports on the project's communication and dissemination activities and the final report on HoloZcan outreach activities

Yearly reports on the projects communication and dissemination activities and the final report on HoloZcan outreach activities

Communication and Dissemination Plan

Publications

Theoretical limits and perspectives of the digital holographic technology in bio-detection related on-field decision making.

Auteurs: János Pálhalmi, Béla Mihalik, Francesca Pennati, Alessandro Molani, Andrea Aliverti, Abhinav Sharma, Paul Claassen, Thijs Withaar, Anna Mező, Mariana L. Ferrari, Rémy Artus, Györgyi Bela, Michel Zayet, Marcin Niemcewicz
Publié dans: International conference CBRNE Research & Innovation, 2022
Éditeur: Conference Organizing Committee

An AI-supported platform to detect airborne bio-threat.

Auteurs: Jnos Plhalmi, Anna Mez
Publié dans: RISE-SD Research and Innovation Symposium for European SECURITY and Defense, 2023, Page(s) page 266-268
Éditeur: Conference Organizing Committee

Advancing Bio-Threat Detection with Digital Holographic Microscopy: the HoloZcan Project

Auteurs: Alessandro Molani, Jnos Plhalmi, Bla Mihalik, Paul Claassen, Edwin Langerak, Sajjad Mohammadian, Bas van der Linden, Thijs Withaar, Anna Mez, Mariana Ferrari, Praveen Rahi, Gyorgyi Bela, Francesca Pennati, Andrea Aliverti
Publié dans: Optica Digital Holography and Three-Dimensional Imaging 2024 (DH), 2024, Page(s) Tu5A.3
Éditeur: Optica Publishing Group
DOI: 10.1364/dh.2024.tu5a.3

Properties and Perspectives of Digital Holographic Microscopy for Bioaerosol Detection

Auteurs: Alessandro Molani, Francesca Pennati, Andrea Aliverti, Jnos Plhalmi
Publié dans: 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2024, Page(s) 735-740
Éditeur: IEEE
DOI: 10.1109/metroxraine58569.2023.10405639

Advancing Early Detection of Biological Events by Digital Holography and Simulation of Microorganisms.

Auteurs: Molani, A., Mihalik, B., Pennati, F., Rahi, P., Aliverti, A., & Bela, G.
Publié dans: SICC SERIS CBRNe Conference, 2023
Éditeur: Conference Organizing Committee

AI-supported platform to detect and cross-validate airborne biothreat.

Auteurs: Jnos Plhalmi, Anna Mez
Publié dans: 6th International Conference on ‘CBRNE Research & Innovation Conference’, 2024
Éditeur: Conference Organizing Committee

Role of Biobank Infrastructures in Developing and Validating BioDetection Systems.

Auteurs: P. Rahi, R. Artus, E. Roux, A. Zayoud, H. Laude, D. Clermont, M. Gugger, F. Betsou, M. L. Ferrari.
Publié dans: ISBER’s 25th Anniversary Annual Meeting: Dreaming Beyond Barriers: The Future of Biobanking., 2024
Éditeur: Conference Organizing Committee

Applications of Digital Holography in Pollen Monitoring.

Auteurs: Bela Gy, Mihalik, B., Szigeti, T., Kajtor-Apatini, D., Krnyei-Bcsi, E., Pl, V., & Magyar, D.
Publié dans: 49th Annual Meeting of the Hungarian Society of Hygienists, 2024
Éditeur: Conference Organizing Committee

Cross-validation based approach to develop and evaluate an AI-supported microscopy platform to detect and classify airborne biothreat.

Auteurs: Jnos Plhalmi, Anna Mez
Publié dans: CBRNe Science and Consequence Management World Congress, 2023
Éditeur: Conference Organizing Committee

Integration of digital holographic microscopy and advanced numerical simulations of microorganisms for bio threats detection.

Auteurs: Alessandro Molani, Bla Mihalik, Francesca Pennati, Praveen Rahi, Anna Mez, Jnos Plhalmi, Andrea Aliverti, Gyrgyi Bela.
Publié dans: 6th International Conference on ‘CBRNE Research & Innovation Conference, 2024
Éditeur: Conference Organizing Committee

Properties and perspectives of digital holographic technology in bio-detection.

Auteurs: János Pálhalmi (CA), Béla Mihalik, Francesca Pennati, Alessandro Molani, Andrea Aliverti, Abhinav Sharma, Paul Claassen, Thijs Withaar, Anna Mező, Mariana L. Ferrari, Rémy Artus, Györgyi Bela, Michel Zayet, Marcin Niemcewicz,
Publié dans: 2022
Éditeur: Conference Organizing Committee

Towards Comprehensive Biological Agent Detection: Introducing the HoloZcan Multi-Modular System

Auteurs: B. Mihalik, Gy. Bela, M. Tth, R. Bergmann, G. Ferenczi, P. Claassen, T. Withaar, J. Plhalmi, M. Niemcewicz, A. Molani, P. Rahi, M. Ferrari, F. Pennati, A., Aliverti, A. Mez, M. Skoczynska, M. Zayet.
Publié dans: CBRNe Science and Consequence Management World Congress, 2022
Éditeur: Conference Organizing Committee

Properties and perspectives of digital holographic microscopy for bioaerosol detection

Auteurs: Alessandro Molani, Francesca Pennati, Andrea Aliverti and Jnos Plhalmi.
Publié dans: . IEEE MetroXRAINE Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering., 2023
Éditeur: Conference Organizing Committee

Biological Threat Detection Using Digital Holographic Microscopy: The HoloZcan Project.

Auteurs: Mihalik B, & Bela, Gy.
Publié dans: 49th Annual Meeting of the Hungarian Society of Hygienists, 2024
Éditeur: Conference Organizing Committee

Advancing early detection of biological events by digital holographic microscopy and simulation of microorganisms

Auteurs: Alessandro Molani, Bla Mihalik, Francesca Pennati, Praveen Rahi, Anna Mez, Jnos Plhalmi, Andrea Aliverti, Gyrgyi Bela
Publié dans: The European Physical Journal Plus, Numéro 139, 2025, ISSN 2190-5444
Éditeur: Springer Science + Business Media
DOI: 10.1140/epjp/s13360-024-05672-4

Baseline Particulate Matter Characteristics and Microbial Composition in Air Samples from Natural and Urban Environments: A First Combined Genomic and Microscopy Analysis

Auteurs: Jnos Plhalmi, Marcin Niemcewicz, ukasz Krzowski, Anna Mez, Rafa Szelenberger, Marcin Podogrocki, Michal Bijak
Publié dans: Applied Sciences, Numéro 15, 2025, Page(s) 1778, ISSN 2076-3417
Éditeur: https://www.mdpi.com/journal/applsci
DOI: 10.3390/app15041778

AI-Powered Microscopy Platform for Airborne Biothreat Detection

Auteurs: Jnos Plhalmi, Anna Mez
Publié dans: Security Informatics and Law Enforcement, Paradigms on Technology Development for Security Practitioners, 2024, Page(s) 117-127
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-62083-6_10

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