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Digital Twins, Artificial Intelligence, Healthcare, Machine Learning
Latvia

Biography

Marta Narigina is a researcher, lecturer, and digital technology specialist with expertise in electrical engineering, electronics, and information and communication technologies. She is currently a lecturer and research assistant at Riga Technical University (RTU), specializing in system analysis, modeling, and design.

Narigina earned her Master’s degree from Riga Technical University, where her thesis focused on the Development of a Big Data Approach to Digital Medicine. Her academic journey also includes a Bachelor's degree with a thesis on The Use of Virtual Reality Technologies in Secondary School Education.

Her research interests encompass artificial intelligence, digital twins in healthcare, cybersecurity, high-performance computing, and data-driven decision support systems. She has actively contributed to various national and international research projects, including the Horizon 2020-funded AI- and Simulation-Based Engineering at Exascale and the Master of Science in Smart, Secure and Interconnected Systems under the Digital Europe Programme.

Narigina has presented her work at numerous scientific conferences and has authored publications indexed in SCOPUS and Web of Science. Her recent research includes a Review of AI-Driven Digital Twin Frameworks for Cardiovascular Disease Diagnosis and Management and the development of a Convolutional Neural Network-Based Digital Diagnostic Tool for the Identification of Psychosomatic Illnesses.

Beyond research, she plays an active role in academia by mentoring students, organizing international scientific conferences, and serving as a reviewer. She has received multiple accolades, including a Certificate of Excellence and recognition in the RTU Gold Fund for her contributions to research and education.

Narigina is proficient in multiple languages, including Latvian, English, Russian, and German, and has strong digital and analytical skills, making her a leader in the field of smart and secure digital healthcare solutions.

Activities

Employment (1)

Riga Technical University: Riga, LV

2023-05-01 to present | Research Assistant (Institute of Information Technology)
Employment
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Marta Narigina

Education and qualifications (2)

Riga Technical University: Riga, LV

2021-09-01 to 2023-06-20 | Master Degree of Engineering Science in Information Technology (Information Technology)
Education
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Marta Narigina

Riga Technical University: Riga, LV

2018-09-01 to 2021-06-21 | Bachelor of Engineering Science in Computer Control and Computer Science (Automation and Computer Engineering)
Education
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Marta Narigina

Works (7)

Model Transformations Used in IT Project Initial Phases: Systematic Literature Review

Computers
2025-01-27 | Journal article
Contributors: Oksana Nikiforova; Kristaps Babris; Uldis Karlovs-Karlovskis; Marta Narigina; Andrejs Romanovs; Anita Jansone; Janis Grabis; Oscar Pastor
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A Review of AI-Driven Digital Twin Frameworks for Cardiovascular Disease Diagnosis and Management

2024 IEEE 65th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)
2024-10-03 | Conference paper
Contributors: Marta Narigina; Andrejs Romanovs; Yuri Merkuryev
Source: Self-asserted source
Marta Narigina

Convolutional Neural Network-Based Digital Diagnostic Tool for the Identification of Psychosomatic Illnesses

Algorithms
2024-07-30 | Journal article
Contributors: Marta Narigina; Andrejs Romanovs; Yuri Merkuryev
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Digital Twin Technology in Healthcare: A Literature Review

2024 IEEE 11th Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)
2024-05-31 | Conference paper
Contributors: Marta Narigina; Andrejs Romanovs; Rasa Bruzgiene
Source: Self-asserted source
Marta Narigina

Machine Learning-based Forecasting of Sensor Data for Enhanced Environmental Sensing

WSEAS TRANSACTIONS ON SYSTEMS
2023-05-29 | Journal article
Part of ISSN: 2224-2678
Part of ISSN: 1109-2777
Contributors: Marta Narigina; Arturs Kempelis; Andrejs Romanovs
Source: Self-asserted source
Marta Narigina

Machine Learning-based Sensor Data Forecasting for Precision Evaluation of Environmental Sensing

2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)
2023-04-27 | Conference paper
Contributors: Arturs Kempelis; Marta Narigina; Eduards Osadcijs; Antons Patlins; Andrejs Romanovs
Source: Self-asserted source
Marta Narigina

Analysis of Medical Data Processing Technologies

2022 63rd International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)
2022-10-06 | Conference paper
Contributors: Marta Narigina; Eduards Osadcijs; Andrejs Romanovs
Source: Self-asserted source
Marta Narigina