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Staff photo Paolo Soda

Paolo Soda

Paolo is an expert in AI: his research interests include multimodal (deep) learning, generative approaches, eXplainable AI, and resilience of AI algorithms.

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5A, Målpunkt H62, Norrlands universitetssjukhus Umeå universitet, 901 85 Umeå

Paolo Soda graduated in Biomedical Engineering from University Campus Bio-Medico (UCBM) in Rome in 2004 and received his PhD in Biomedical Engineering (computer science area) in 2008 from the same University. He is a Full Professor in Computer Science at UCBM, and a Visiting Professor in Artificial Intelligence and Biomedical Engineering at the Department of Diagnostics and Intervention, Umeå University, Sweden. He has been serving as Research and Third Mission Coordinator, at the Department of Engineering, UCBM. He is also the Coordinator of the National PhD program in Artificial Intelligence, Health and Life Sciences area for the XXXIX cycle, and Deputy Coordinator for the XXXVII and XXXVIII cycles.
He is an expert in AI: his research interests include multimodal (deep) learning, generative approaches, eXplainable AI, and resilience of AI algorithms. His research is applied to various domains: 2D and 3D image and video processing and analysis in healthcare, clinical data analysis, AI models for 5P medicine with a special focus on oncology. Other application areas are outside medicine, such as social media analytics and energy management.
He is a member of programme committees of international conferences and he served as guest editor for international impacted journals. Since 2012, he has been an associate editor of the proceedings of the Annual Int Conference of the IEEE Engineering in Medicine & Biology Society. From 2018 to 2021, he chaired the steering committee of the IEEE Int Symposium of Computer-Based Medical Systems. From 2017 to 2022 he chaired the IEEE International Technical Committee for Computational Life Sciences. He has been co-PI of national and international projects. His research activity is certified by >165 scientific publications, >2350 citations, h-index 26 (Scopus, October 2024). He is co-author of 4 papers in award-winning international conference proceedings (IEEE LSC 2018, IEEE BIBM 2018, IEEE ICCI*CC 2019, IEEE CBMS 2021).
He coordinated the winning working group of 2 international competitions: "COVID CXR Hackathon" (2022 Dubai Expo) and "All against COVID-19: Screening X-ray Images for COVID-19 Infection" (IEEE 2021). He is a member of IEEE, CVPL, SIBIM, and co-founder of BPCOmedia srl. He is also included in the Stanford/Elsevier Top 2% Scientists List 2023 and 2024 (single year and career).

For the full list of publications please follow this Scopus link or this Scholar link

 

Ital-IA 2024 Thematic Workshops: Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshopsco-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), CEUR-WS 2024 : 60-65
Adornato, Carolina; Assolito, Cecilia; Cordelli, Ermanno; et al.
Ital-IA 2024 Thematic Workshops: roceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshopsco-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), CEUR-WS 2024 : 360-365
Aksu, Fatih; Bria, Alessandro; Caragliano, Alice Natalina; et al.
Computer Methods and Programs in Biomedicine, Elsevier 2024, Vol. 254
Caruso, Camillo Maria; Guarrasi, Valerio; Ramella, Sara; et al.
Frontiers in Robotics and AI, Frontiers Media S.A. 2024, Vol. 11
Coser, Omar; Tamantini, Christian; Soda, Paolo; et al.
Artificial Intelligence in Medicine, Elsevier 2024, Vol. 149
Gravina, Michela; García-Pedrero, Angel; Gonzalo-Martín, Consuelo; et al.
IEEE Transactions on Artificial Intelligence, Institute of Electrical and Electronics Engineers (IEEE) 2024, Vol. 5, (9) : 4823-4836
Gravina, Michela; Santucci, Domiziana; Cordelli, Ermanno; et al.
Pattern Recognition, Elsevier 2024, Vol. 156
Guarrasi, Valerio; Tronchin, Lorenzo; Albano, Domenico; et al.
Genes, MDPI 2024, Vol. 15, (7)
Ristori, Maria Vittoria; Guarrasi, Valerio; Soda, Paolo; et al.
Computerized Medical Imaging and Graphics, Elsevier 2024, Vol. 116
Rofena, Aurora; Guarrasi, Valerio; Sarli, Marina; et al.
IEEE Access, IEEE 2024, Vol. 12 : 27484-27500
Tronchin, Lorenzo; Cordelli, Ermanno; Celsi, Lorenzo Ricciardi; et al.
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS): Proceedings, IEEE 2023 : 832-837
Aksu, Fatih; Gelardi, Fabrizia; Chiti, Arturo; et al.
Cancers, MDPI 2023, Vol. 15, (1)
Calabrese, Alessandro; Santucci, Domiziana; Gravina, Michela; et al.
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS): Proceedings, IEEE 2023 : 471-476
Di Feola, Francesco; Tronchin, Lorenzo; Soda, Paolo
Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Institute of Electrical and Electronics Engineers (IEEE) 2023 : 1917-1920
Furia, Leonardo; Tortora, Matteo; Soda, Paolo; et al.
Computers in Biology and Medicine, Elsevier 2023, Vol. 154
Guarrasi, Valerio; Soda, Paolo
Proceedings of the Italia intelligenza artificiale: thematic workshops, CEUR-WS 2023 : 134-139
Guarrasi, Valerio; Tronchin, Lorenzo; Caruso, Camillo Maria; et al.
PLOS ONE, Public Library of Science (PLoS) 2023, Vol. 18, (11)
Nibid, Lorenzo; Greco, Carlo; Cordelli, Ermanno; et al.
Proceedings - 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Institute of Electrical and Electronics Engineers (IEEE) 2023 : 4101-4107
Paolo, Domenico; Bria, Alessandro; Greco, Carlo; et al.
Journal of Thoracic Oncology, Elsevier 2023, Vol. 18, (3) : 262-264
Ramella, Sara; Soda, Paolo
IEEE Access, IEEE 2023, Vol. 11 : 47563-47578
Tortora, Matteo; Cordelli, Ermanno; Sicilia, Rosa; et al.
Applied intelligence (Boston), Springer Nature 2023, Vol. 53 : 5449-5461
Zhang, Chongsheng; Soda, Paolo; Bi, Jingjun; et al.
Journal of Imaging, MDPI 2022, Vol. 8, (11)
Caruso, Camillo Maria; Guarrasi, Valerio; Cordelli, Ermanno; et al.
2022 26th International Conference on Pattern Recognition (ICPR), Institute of Electrical and Electronics Engineers (IEEE) 2022 : 4335-4342
Gravina, Michela; Cordelli, Ermanno; Santucci, Domiziana; et al.
Cancers, MDPI 2022, Vol. 14, (19)
Santucci, Domiziana; Faiella, Eliodoro; Gravina, Michela; et al.
IEEE Access, Institute of Electrical and Electronics Engineers (IEEE) 2022, Vol. 10 : 63606-63618
Testi, Matteo; Ballabio, Matteo; Frontoni, Emanuele; et al.