Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing, National Research Council of Italy, Milan, Italy
Profile
🎓 Early Academic Pursuits
Sabatina Criscuolo’s academic journey began with a strong foundation in biomedical engineering, culminating in her Ph.D. in Information and Communication Technology for Health from the University of Naples “Federico II”. Her formative years were marked by an experimental master’s thesis that creatively integrated wearable brain-computer interfaces and augmented reality for robot-assisted rehabilitation in children with ADHD. This pivotal work was not only innovative but also indicative of her emerging focus on technological interventions in healthcare — a passion that would shape her future research and collaborations.
đź’Ľ Professional Endeavors
Sabatina currently serves as a Research Fellow at the STIIMA Institute of the National Research Council (CNR) in Lecco, Italy, beginning January 2025. Her role involves spearheading the development of AI-driven diagnostic and therapeutic strategies, particularly in the domains of chronic diseases and neurodegenerative disorders. With a background combining both engineering and healthcare, her professional career is characterized by a seamless blend of clinical insight and technological innovation.
🔬 Contributions and Research Focus
Her research has spanned multiple cutting-edge areas including electroencephalographic (EEG) signal processing, machine learning for surgical planning, and digital health monitoring. During her Ph.D., she worked extensively on machine learning algorithms targeting applications like early diagnosis of neurodegenerative diseases, management of Type 1 Diabetes, and colorectal surgery support systems. Her time at ARHeMLab and various visiting research positions enriched her expertise in explainable AI and EEG artifact removal, underscoring a commitment to transparent and practical solutions in biomedical engineering.
🌍 Impact and Influence
Through collaborations with prominent research institutes such as Technological University Dublin (AIRC), Temple University, University of Salento, and CIRMIS, Sabatina has made her mark as a globally networked researcher. Her contributions have advanced interdisciplinary understanding in biomedical signal processing, helping bridge the gap between clinical needs and AI-driven solutions. Her work supports both clinicians and patients, enhancing precision medicine and decision-making in complex care scenarios.
đź“š Academic Citations and Recognition
Although still at an early stage in her academic career, Sabatina’s growing list of research collaborations and funded projects (e.g., FSE-REACT-EU, PON Research and Innovation 2014–2020) suggests an upward trajectory in scientific contribution. As she nears completion of her Ph.D. with an "Excellent" evaluation, her academic publications and citations are expected to significantly increase, solidifying her role as an emerging thought leader in biomedical AI.
🛠️ Technical Skills
Sabatina’s technical toolkit includes machine learning, variational autoencoders (VAEs), explainable artificial intelligence (XAI), and EEG signal analysis. Her experience spans data preprocessing, clinical signal interpretation, and algorithm development — making her well-versed in both experimental design and computational modeling. Her ability to integrate complex systems with user-centered healthcare solutions demonstrates a rare combination of technical proficiency and empathy-driven innovation.
👩‍🏫 Teaching and Mentoring
While her primary focus has been research, Sabatina has shown an innate ability to communicate complex concepts clearly — a vital skill for future teaching and academic leadership. Her affiliations with academic institutions like the University of Naples and her involvement in multidisciplinary labs suggest that she is poised to take on mentoring roles and knowledge dissemination responsibilities in the near future.
🧬 Legacy and Future Contributions
Looking ahead, Sabatina Criscuolo is set to contribute significantly to the field of digital health transformation. Her legacy will likely be defined by her commitment to real-world impact, especially in early disease detection, personalized treatment planning, and AI-enabled patient care. With a strong international network, advanced technical expertise, and a vision aligned with societal health needs, she stands out as a rising innovator in biomedical engineering.
Selected Publications
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Authors: Pasquale Arpaia, Maria Cacciapuoti, Andrea Cataldo, Sabatina Criscuolo, Egidio De Benedetto, Antonio Masciullo, Marisa Pesola, Raissa Schiavoni
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Journal: Biosensors
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Year: 2025
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Authors: Sabatina Criscuolo, Andrea Apicella, Roberto Prevete, Luca Longo
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Journal: Computer Standards & Interfaces
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Year: 2025
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Authors: Pasquale Arpaia, Maria Cacciapuoti, Andrea Cataldo, Sabatina Criscuolo, Egidio De Benedetto, Antonio Masciullo, Marisa Pesola, Raissa Schiavoni
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Journal: Sensors
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Year: 2024
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Authors: Giovanni Annuzzi, Andrea Apicella, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Egidio De Benedetto, Marisa Pesola, Roberto Prevete
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Journal: IEEE Journal of Biomedical and Health Informatics
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Year: 2024
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Authors: Andrea Cataldo, Sabatina Criscuolo, Egidio De Benedetto, Antonio Masciullo, Marisa Pesola, Raissa Schiavoni
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Journal: Bioengineering
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Year: 2024