Archivio Istituzionale della RicercaSEONI, SILVIA
SEONI, SILVIA
Dipartimento di Elettronica e Telecomunicazioni
047500
An Integrated Calibration–Uncertainty Framework for Improving the Reliability of Deep Learning Models for Seizure Detection in EEG Signals
2026 Seoni, Silvia; Molinari, Filippo; Beneveri, Margherita; Salvi, Massimo
TrustNet: a lightweight network with integrated uncertainty quantification and quantitative explainable AI for ischemic stroke detection in CT images
2026 Inamdar, Mahesh Anil; Gudigar, Anjan; Raghavendra, U.; Kaprekar, Aryaman; Salvi, Massimo; Seoni, Silvia; Menon, Girish R.; Molinari, Filippo; Acharya, U. R.
Uncertainty-aware semi-supervised learning for neurosurgical navigation
2026 Nitti, Francesco; Seoni, Silvia; Morello, Alberto; Dolci, Lorenzo; Piazza, Amedeo; Esposito, Vincenzo; Rosito, Luigi; Garbossa, Diego; Cofano, Fabio; Sengur, Abdulkadir; Salvi, Massimo
A Pathway for Integrating Artificial Intelligence for Neonatal Neuromonitoring: From Code to Crib Side
2025 Kulakowski, Pawel; Alarcón, Ana; Skoric, Tamara; Seoni, Silvia; O'Sullivan, Mark; O'Toole, John M.
A systematic review for artificial intelligence-driven assistive technologies to support children with neurodevelopmental disorders
2025 Shahini, Alen; Kamath, Aditya Prabhakara; Sharma, Ekta; Salvi, Massimo; Tan, Ru-San; Siuly, Siuly; Seoni, Silvia; Ganguly, Rahul; Devi, Aruna; Deo, Ravinesh; Barua, Prabal Datta; Acharya, U. Rajendra
Adversarial learning for beamforming domain transfer in ultrasound medical imaging
2025 Seoni, Silvia; Salvi, Massimo; Matrone, Giulia; Lapia, Francesco; Busso, Chiara; Minetto, Marco A.; Meiburger, Kristen M.
Application of artificial intelligence in air pollution monitoring and forecasting: A systematic review
2025 Chadalavada, Sreeni; Faust, Oliver; Salvi, Massimo; Seoni, Silvia; Raj, Nawin; Raghavendra, U.; Gudigar, Anjan; Barua, Prabal Datta; Molinari, Filippo; Acharya, Rajendra
Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review
2025 Shuvo, Samiul Based; Alam, Syed Samiul; Ayman, Syeda Umme; Chakma, Arbil; Salvi, Massimo; Seoni, Silvia; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra
Artificial intelligence-based suicide prevention and prediction: A systematic review (2019–2023)
2025 Atmakuru, Anirudh; Shahini, Alen; Chakraborty, Subrata; Seoni, Silvia; Salvi, Massimo; Hafeez-Baig, Abdul; Rashid, Sadaf; Tan, Ru San; Barua, Prabal Datta; Molinari, Filippo; Acharya, U Rajendra
Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare
2025 Salvi, Massimo; Seoni, Silvia; Campagner, Andrea; Gertych, Arkadiusz; Acharya, U. Rajendra; Molinari, Filippo; Cabitza, Federico
Real-time beat-to-beat pulse wave velocity estimation: a quality-driven approach using laser Doppler vibrometry
2025 Seoni, Silvia; Segers, Patrick; Beeckman, Simeon; Salvi, Massimo; Romanelli, Marco; Badhwar, Smriti; Bruno, Rosa Maria; Li, Yanlu; Aasmul, Soren; Madhu, Nilesh; Molinari, Filippo; Morbiducci, Umberto
Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies
2025 Akpinar, Muhammed Halil; Sengur, Abdulkadir; Salvi, Massimo; Seoni, Silvia; Faust, Oliver; Mir, Hasan; Molinari, Filippo; Acharya, U. Rajendra
All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems
2024 Seoni, Silvia; Shahini, Alen; Meiburger, Kristen M.; Marzola, Francesco; Rotunno, Giulia; Acharya, U. Rajendra; Molinari, Filippo; Salvi, Massimo
Application of spatial uncertainty predictor in CNN-BiLSTM model using coronary artery disease ECG signals
2024 Seoni, Silvia; Molinari, Filippo; Rajendra Acharya, U.; Lih, Oh Shu; Barua, Prabal Datta; García, Salvador; Salvi, Massimo
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)
2024 Salvi, Massimo; Acharya, Madhav R.; Seoni, Silvia; Faust, Oliver; Tan, Ru‐san; Barua, Prabal Datta; García, Salvador; Molinari, Filippo; Acharya, U. Rajendra
Multi-modality approaches for medical support systems: A systematic review of the last decade
2024 Salvi, Massimo; Loh, Hui Wen; Seoni, Silvia; Barua, Prabal Datta; García, Salvador; Molinari, Filippo; Acharya, U. Rajendra
Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013-2023)
2023 Seoni, Silvia; Jahmunah, Vicnesh; Salvi, Massimo; Barua, Prabal Datta; Molinari, Filippo; Acharya, U Rajendra
Texture analysis of ultrasound images obtained with different beamforming techniques and dynamic ranges – a robustness study
2023 Seoni, Silvia; Matrone, Giulia; Meiburger, Kristen M.
A review of automated sleep disorder detection
2022 Shuting, Xu; Oliver, Faust; Seoni, Silvia; Subrata, Chakraborty; Prabal Datta Barua, ; Hui Wen Loh, ; Heather, Elphick; Molinari, Filippo; Rajendra Acharya, U.
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011-2022)
2022 Loh, Hui Wen; Ooi, Chui Ping; Seoni, Silvia; Barua, Prabal Datta; Molinari, Filippo; Acharya, U Rajendra
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| An Integrated Calibration–Uncertainty Framework for Improving the Reliability of Deep Learning Models for Seizure Detection in EEG Signals / Seoni, S., Molinari, F., Beneveri, M., Salvi, M.. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - 285:(2026). [10.1016/j.cmpb.2026.109520] | 1-gen-2026 | Seoni, SilviaMolinari, FilippoSalvi, Massimo + | 1-s2.0-S0169260726002683-main.pdf |
| TrustNet: a lightweight network with integrated uncertainty quantification and quantitative explainable AI for ischemic stroke detection in CT images / Inamdar, M.A., Gudigar, A., Raghavendra, U., Kaprekar, A., Salvi, M., Seoni, S., Menon, G.R., Molinari, F., Acharya, U.R.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 16:1(2026). [10.1038/s41598-026-37169-8] | 1-gen-2026 | Salvi, MassimoSeoni, SilviaMolinari, Filippo + | (2026) paper - Trustnet XAI-UQ brain stroke.pdf |
| Uncertainty-aware semi-supervised learning for neurosurgical navigation / Nitti, F., Seoni, S., Morello, A., Dolci, L., Piazza, A., Esposito, V., Rosito, L., Garbossa, D., Cofano, F., Sengur, A., Salvi, M.. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - 197:(2026). [10.1016/j.asoc.2026.115252] | 1-gen-2026 | Nitti, FrancescoSeoni, SilviaSalvi, Massimo + | 1-s2.0-S1568494626007003-main.pdf |
| A Pathway for Integrating Artificial Intelligence for Neonatal Neuromonitoring: From Code to Crib Side / Kulakowski, P., Alarcón, A., Skoric, T., Seoni, S., O'Sullivan, M., O'Toole, J.M.. - In: THE JOURNAL OF PEDIATRICS. - ISSN 0022-3476. - 285:(2025). [10.1016/j.jpeds.2025.114708] | 1-gen-2025 | Seoni, Silvia + | 1-s2.0-S0022347625002495-main.pdf |
| A systematic review for artificial intelligence-driven assistive technologies to support children with neurodevelopmental disorders / Shahini, A., Kamath, A.P., Sharma, E., Salvi, M., Tan, R., Siuly, S., Seoni, S., Ganguly, R., Devi, A., Deo, R., Barua, P.D., Acharya, U.R.. - In: INFORMATION FUSION. - ISSN 1566-2535. - 124:(2025). [10.1016/j.inffus.2025.103441] | 1-gen-2025 | Shahini, AlenSalvi, MassimoSeoni, Silvia + | 1-s2.0-S1566253525005147-main.pdf |
| Adversarial learning for beamforming domain transfer in ultrasound medical imaging / Seoni, S., Salvi, M., Matrone, G., Lapia, F., Busso, C., Minetto, M.A., Meiburger, K.M.. - In: ULTRASONICS. - ISSN 0041-624X. - 156:(2025). [10.1016/j.ultras.2025.107749] | 1-gen-2025 | Seoni, SilviaSalvi, MassimoMeiburger, Kristen M. + | (2025) paper - GAN beamforming.pdf |
| Application of artificial intelligence in air pollution monitoring and forecasting: A systematic review / Chadalavada, S., Faust, O., Salvi, M., Seoni, S., Raj, N., Raghavendra, U., Gudigar, A., Barua, P.D., Molinari, F., Acharya, R.. - In: ENVIRONMENTAL MODELLING & SOFTWARE. - ISSN 1364-8152. - 185:(2025), pp. 1-15. [10.1016/j.envsoft.2024.106312] | 1-gen-2025 | Salvi, MassimoSeoni, SilviaMolinari, Filippo + | (2024) paper - review air pollution.pdf |
| Application of Wavelet Transformation and Artificial Intelligence Techniques in Healthcare: A Systemic Review / Shuvo, S.B., Alam, S.S., Ayman, S.U., Chakma, A., Salvi, M., Seoni, S., Barua, P.D., Molinari, F., Acharya, U.R.. - In: WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1942-4787. - 15:2(2025), pp. 1-26. [10.1002/widm.70007] | 1-gen-2025 | Salvi, MassimoSeoni, SilviaMolinari, Filippo + | (2025) paper - review wavelet.pdf |
| Artificial intelligence-based suicide prevention and prediction: A systematic review (2019–2023) / Atmakuru, A., Shahini, A., Chakraborty, S., Seoni, S., Salvi, M., Hafeez-Baig, A., Rashid, S., Tan, R.S., Barua, P.D., Molinari, F., Acharya, U.R.. - In: INFORMATION FUSION. - ISSN 1566-2535. - STAMPA. - 114:(2025). [10.1016/j.inffus.2024.102673] | 1-gen-2025 | Shahini, AlenSeoni, SilviaSalvi, MassimoMolinari, Filippo + | (2024) - suicide review.pdf; Suicide review_final_clean.pdf |
| Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare / Salvi, M., Seoni, S., Campagner, A., Gertych, A., Acharya, U.R., Molinari, F., Cabitza, F.. - In: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. - ISSN 1386-5056. - 197:(2025). [10.1016/j.ijmedinf.2025.105846] | 1-gen-2025 | Salvi, MassimoSeoni, SilviaMolinari, Filippo + | (2025) paper - XAI_UQ position.pdf |
| Real-time beat-to-beat pulse wave velocity estimation: a quality-driven approach using laser Doppler vibrometry / Seoni, S., Segers, P., Beeckman, S., Salvi, M., Romanelli, M., Badhwar, S., Bruno, R.M., Li, Y., Aasmul, S., Madhu, N., Molinari, F., Morbiducci, U.. - In: MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. - ISSN 0140-0118. - (2025). [10.1007/s11517-025-03417-8] | 1-gen-2025 | Seoni, SilviaSalvi, MassimoMolinari, FilippoMorbiducci, Umberto + | s11517-025-03417-8.pdf; Manuscript R2 clean.pdf |
| Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies / Akpinar, M.H., Sengur, A., Salvi, M., Seoni, S., Faust, O., Mir, H., Molinari, F., Acharya, U.R.. - In: IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY. - ISSN 2644-1276. - 6:(2025), pp. 183-192. [10.1109/ojemb.2024.3508472] | 1-gen-2025 | Salvi, MassimoSeoni, SilviaMolinari, Filippo + | Synthetic_Data_Generation_via_Generative_Adversarial_Networks_in_Healthcare_A_Systematic_Review_of_Image-_and_Signal-Based_Studies.pdf |
| All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems / Seoni, S., Shahini, A., Meiburger, K.M., Marzola, F., Rotunno, G., Acharya, U.R., Molinari, F., Salvi, M.. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - ELETTRONICO. - 250:(2024). [10.1016/j.cmpb.2024.108200] | 1-gen-2024 | Seoni, SilviaShahini, AlenMeiburger, Kristen M.Marzola, FrancescoRotunno, GiuliaMolinari, FilippoSalvi, Massimo + | (2024) paper - review harmonization.pdf |
| Application of spatial uncertainty predictor in CNN-BiLSTM model using coronary artery disease ECG signals / Seoni, S., Molinari, F., Rajendra Acharya, U., Lih, O.S., Barua, P.D., García, S., Salvi, M.. - In: INFORMATION SCIENCES. - ISSN 0020-0255. - STAMPA. - 665:(2024). [10.1016/j.ins.2024.120383] | 1-gen-2024 | Seoni, SilviaMolinari, FilippoSalvi, Massimo + | 1-s2.0-S0020025524002962-main.pdf |
| Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023) / Salvi, M., Acharya, M.R., Seoni, S., Faust, O., Tan, R., Barua, P.D., García, S., Molinari, F., Acharya, U.R.. - In: WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1942-4787. - STAMPA. - 14:3(2024). [10.1002/widm.1530] | 1-gen-2024 | Salvi, MassimoSeoni, SilviaMolinari, Filippo + | manuscript_AF clean.docx; Salvi-Artificial.pdf |
| Multi-modality approaches for medical support systems: A systematic review of the last decade / Salvi, M., Loh, H.W., Seoni, S., Barua, P.D., García, S., Molinari, F., Acharya, U.R.. - In: INFORMATION FUSION. - ISSN 1566-2535. - STAMPA. - 103:(2024). [10.1016/j.inffus.2023.102134] | 1-gen-2024 | Salvi, MassimoSeoni, SilviaMolinari, Filippo + | (2023) paper - Multimodality review.pdf |
| Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013-2023) / Seoni, S., Jahmunah, V., Salvi, M., Barua, P.D., Molinari, F., Acharya, U.R.. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - STAMPA. - 165:(2023). [10.1016/j.compbiomed.2023.107441] | 1-gen-2023 | Seoni, SilviaSalvi, MassimoMolinari, Filippo + | (2023) - UQ review.pdf |
| Texture analysis of ultrasound images obtained with different beamforming techniques and dynamic ranges – a robustness study / Seoni, S., Matrone, G., Meiburger, K.M.. - In: ULTRASONICS. - ISSN 0041-624X. - STAMPA. - 131:(2023), p. 106940. [10.1016/j.ultras.2023.106940] | 1-gen-2023 | Seoni, SilviaMeiburger, Kristen M. + | Meiburger-Texture.pdf |
| A review of automated sleep disorder detection / Shuting, X.u., Oliver, F., Seoni, S., Subrata, C., Prabal Datta Barua, ., Hui Wen Loh, ., Heather, E., Molinari, F., Rajendra Acharya, U.. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - ELETTRONICO. - 150:(2022). [10.1016/j.compbiomed.2022.106100] | 1-gen-2022 | Seoni SilviaFilippo Molinari + | 1-s2.0-S0010482522008083-main.pdf; CIBM-D-22-02836_R2.pdf |
| Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011-2022) / Loh, H.W., Ooi, C.P., Seoni, S., Barua, P.D., Molinari, F., Acharya, U.R.. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - ELETTRONICO. - 226:(2022). [10.1016/j.cmpb.2022.107161] | 1-gen-2022 | Seoni, SilviaMolinari, Filippo + | 1-s2.0-S0169260722005429-main.pdf |