Archivio Istituzionale della RicercaSEONI, SILVIA
SEONI, SILVIA
Dipartimento di Elettronica e Telecomunicazioni
047500
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 pilot study on the use of high‐frequency photoacoustic imaging for quantitative human skin vasculature analysis
2025 Cotrufo, Bruna; Vallan, Alberto; Seoni, Silvia; Cerone, Giacinto Luigi; Botter, Alberto; Molinari, Filippo; Meiburger, Kristen 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
Dynamic Range-Invariant GAN Reconstruction via Optimized Target Training in Medical Ultrasound Imaging
2025 Seoni, S.; Matrone, G.; Salvi, M.; Meiburger, K. M.
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
Exploring uncertainty quantification for photoacoustic image reconstruction and quantitative oxygenation mapping
2025 Seoni, Silvia; Scardigno, Roberto M.; Cotrufo, Bruna; Salvi, Massimo; Brunetti, Antonio; Guerriero, Andrea; Rotunno, Giulia; Buongiorno, Domenico; Vallan, Alberto; Molinari, Filippo; Meiburger, Kristen
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
Ultrasound-Based assessment of gastrocnemius architecture during locomotion: Analysis of fascicle tracking accuracy along the gait cycle
2025 Cest, E.; Carbonaro, M.; Boccardo, M.; Truscello, F.; Seoni, S.; Meiburger, K. M.; Botter, A.
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
Model-Based Image Reconstruction for Linear Array Optoacoustic Imaging
2024 Scardigno, Roberto M.; Seoni, Silvia; Dehner, Christoph; Brunetti, Antonio; Buongiorno, Domenico; Zahnd, Guillaume; Meiburger, Kristen M.
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| TrustNet: a lightweight network with integrated uncertainty quantification and quantitative explainable AI for ischemic stroke detection in CT images / Inamdar, Mahesh Anil; Gudigar, Anjan; Raghavendra, U.; Kaprekar, Aryaman; Salvi, Massimo; Seoni, Silvia; Menon, Girish R.; Molinari, Filippo; 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, Francesco; Seoni, Silvia; Morello, Alberto; Dolci, Lorenzo; Piazza, Amedeo; Esposito, Vincenzo; Rosito, Luigi; Garbossa, Diego; Cofano, Fabio; Sengur, Abdulkadir; Salvi, Massimo. - 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, Pawel; Alarcón, Ana; Skoric, Tamara; Seoni, Silvia; O'Sullivan, Mark; O'Toole, John 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 pilot study on the use of high‐frequency photoacoustic imaging for quantitative human skin vasculature analysis / Cotrufo, Bruna; Vallan, Alberto; Seoni, Silvia; Cerone, Giacinto Luigi; Botter, Alberto; Molinari, Filippo; Meiburger, Kristen M.. - 13319:(2025), pp. 1-5. ( SPIE Photonics West - BiOS San Francisco (USA) 25-31 January 2025) [10.1117/12.3043644]. | 1-gen-2025 | Cotrufo, BrunaVallan, AlbertoSeoni, SilviaCerone, Giacinto LuigiBotter, AlbertoMolinari, FilippoMeiburger, Kristen M. | 2025_SPIE_HFprobe.pdf; 2025_SPIE_HFprobe.pdf |
| A systematic review for artificial intelligence-driven assistive technologies to support children with neurodevelopmental disorders / 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. - 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, Silvia; Salvi, Massimo; Matrone, Giulia; Lapia, Francesco; Busso, Chiara; Minetto, Marco A.; Meiburger, Kristen 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, Sreeni; Faust, Oliver; Salvi, Massimo; Seoni, Silvia; Raj, Nawin; Raghavendra, U.; Gudigar, Anjan; Barua, Prabal Datta; Molinari, Filippo; Acharya, Rajendra. - 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, Samiul Based; Alam, Syed Samiul; Ayman, Syeda Umme; Chakma, Arbil; Salvi, Massimo; Seoni, Silvia; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra. - 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, 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. - 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 |
| Dynamic Range-Invariant GAN Reconstruction via Optimized Target Training in Medical Ultrasound Imaging / Seoni, S.; Matrone, G.; Salvi, M.; Meiburger, K. M.. - (2025), pp. 1-3. ( 2025 International Ultrasonics Symposium Utrecht (Nld) 14-18 settembre 2025) [10.1109/IUS62464.2025.11201764]. | 1-gen-2025 | Seoni S.Matrone G.Salvi M.Meiburger K. M. | 2025_IUS_Dynamic_Range-Invariant_GAN_Reconstruction_via_Optimized_Target_Training_in_Medical_Ultrasound_Imaging.pdf; IUS2025_proceeding_GANautoDR_final.pdf |
| Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare / Salvi, Massimo; Seoni, Silvia; Campagner, Andrea; Gertych, Arkadiusz; Acharya, U. Rajendra; Molinari, Filippo; Cabitza, Federico. - 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 |
| Exploring uncertainty quantification for photoacoustic image reconstruction and quantitative oxygenation mapping / Seoni, Silvia; Scardigno, Roberto M.; Cotrufo, Bruna; Salvi, Massimo; Brunetti, Antonio; Guerriero, Andrea; Rotunno, Giulia; Buongiorno, Domenico; Vallan, Alberto; Molinari, Filippo; Meiburger, Kristen. - 13319:(2025), pp. 1-6. ( SPIE Photonics West - BiOS San Francisco (USA) 25-31 January 2025) [10.1117/12.3043687]. | 1-gen-2025 | Seoni, SilviaCotrufo, BrunaSalvi, MassimoRotunno, GiuliaVallan, AlbertoMolinari, FilippoMeiburger, Kristen + | 2025_SPIE_UQ.pdf; 2025_SPIE_UQ.pdf |
| Real-time beat-to-beat pulse wave velocity estimation: a quality-driven approach using laser Doppler vibrometry / 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. - 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, Muhammed Halil; Sengur, Abdulkadir; Salvi, Massimo; Seoni, Silvia; Faust, Oliver; Mir, Hasan; Molinari, Filippo; Acharya, U. Rajendra. - 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 |
| Ultrasound-Based assessment of gastrocnemius architecture during locomotion: Analysis of fascicle tracking accuracy along the gait cycle / Cest, E.; Carbonaro, M.; Boccardo, M.; Truscello, F.; Seoni, S.; Meiburger, K. M.; Botter, A.. - 2025:(2025), pp. 1-4. ( Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Copenhagen (Den) 14-18 July 2025) [10.1109/EMBC58623.2025.11254071]. | 1-gen-2025 | Boccardo M.Truscello F.Seoni S.Meiburger K. M.Botter A. + | EMBC_2025_Ultrasound-Based_assessment_of_gastrocnemius_architecture_during_locomotion_analysis_of_fascicle_tracking_accuracy_along_the_gait_cycle.pdf; Full+contributed+paper.pdf |
| All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems / Seoni, Silvia; Shahini, Alen; Meiburger, Kristen M.; Marzola, Francesco; Rotunno, Giulia; Acharya, U. Rajendra; Molinari, Filippo; Salvi, Massimo. - 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, Silvia; Molinari, Filippo; Rajendra Acharya, U.; Lih, Oh Shu; Barua, Prabal Datta; García, Salvador; Salvi, Massimo. - 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, Massimo; Acharya, Madhav R.; Seoni, Silvia; Faust, Oliver; Tan, Ru‐san; Barua, Prabal Datta; García, Salvador; Molinari, Filippo; Acharya, U. Rajendra. - 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 |
| Model-Based Image Reconstruction for Linear Array Optoacoustic Imaging / Scardigno, Roberto M.; Seoni, Silvia; Dehner, Christoph; Brunetti, Antonio; Buongiorno, Domenico; Zahnd, Guillaume; Meiburger, Kristen M.. - (2024), pp. 1-4. ( 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium, UFFC-JS 2024 Taipei (Twn) 22-26 September 2024) [10.1109/uffc-js60046.2024.10793784]. | 1-gen-2024 | Seoni, SilviaMeiburger, Kristen M. + | 2024_IUS_ModelBased.pdf; 2024_IUS_ModelBasedReconstruction.pdf |
| Multi-modality approaches for medical support systems: A systematic review of the last decade / Salvi, Massimo; Loh, Hui Wen; Seoni, Silvia; Barua, Prabal Datta; García, Salvador; Molinari, Filippo; Acharya, U. Rajendra. - 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 |