Archivio Istituzionale della RicercaSALVI, MASSIMO
SALVI, MASSIMO
Dipartimento di Elettronica e Telecomunicazioni
038112
A cascade approach for the early detection and localization of myocardial infarction in 2D-echocardiography
2025 Gomez, Carolina; Letizia, Annalisa; Tufano, Vincenza; Molinari, Filippo; Salvi, Massimo
A Dual-Stream Deep Learning Architecture With Adaptive Random Vector Functional Link for Multi-Center Ischemic Stroke Classification
2025 Anil Inamdar, Mahesh; Gudigar, Anjan; Raghavendra, U.; Salvi, Massimo; Aman, Raja Rizal Azman Bin Raja; Gowdh, Nadia Fareeda Muhammad; Ahir, Izzah Amirah Binti Mohd; Kamaruddin, Mohd Salahuddin Bin; Kadir, Khairul Azmi Abdul; Molinari, Filippo; Hegde, Ajay; Menon, Girish R.; Rajendra Acharya, U.
A novel uncertainty-aware liquid neural network for noise-resilient time series forecasting and classification
2025 Akpinar, Muhammed Halil; Atila, Orhan; Sengur, Abdulkadir; Salvi, Massimo; Acharya, U. R.
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 Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013–2024)
2025 Vicnesh, Jahmunah; Salvi, Massimo; Hagiwara, Yuki; Yee, Hah Yan; Mir, Hasan; Barua, Prabal Datta; Chakraborty, Subrata; Molinari, Filippo; Rajendra Acharya, U.
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
Augmented reality simulation framework for minimally invasive orthopedic surgery
2025 Cangelosi, Antonio; Riberi, Giacomo; Titolo, Paolo; Salvi, Massimo; Molinari, Filippo; Ulrich, Luca; Vezzetti, Enrico; Agus, Marco; Calì, Corrado
Automated Detection of Neurological and Mental Health Disorders Using EEG Signals and Artificial Intelligence: A Systematic Review
2025 Uyanik, Hakan; Sengur, Abdulkadir; Salvi, Massimo; Tan, Ru‐san; Tan, Jen Hong; Acharya, U. Rajendra
Blockade of YAP Mechanoactivation Prevents Neointima Formation and Adverse Remodeling in Arterialized Vein Grafts
2025 Garoffolo, Gloria; Sluiter, Thijs J.; Thomas, Anita; Piacentini, Luca; Ruiter, Matthijs S.; Schiavo, Alessia; Salvi, Massimo; Saccu, Claudio; Zoli, Stefano; Chiesa, Mattia; Yokoyama, Takumi; Agrifoglio, Marco; Soncini, Monica; Fiore, Gianfranco B.; Martelli, Fabio; Condorelli, Gianluigi; Madeddu, Paolo; Molinari, Filippo; Morbiducci, Umberto; Quax, Paul H. A.; Spinetti, Gaia; de Vries, Margreet R.; Pesce, Maurizio
DERMA-OCTA: A Comprehensive Dataset and Preprocessing Pipeline for Dermatological OCTA Vessel Segmentation
2025 Rotunno, Giulia; Salvi, Massimo; Deinsberger, Julia; Krainz, Lisa; Weber, Benedikt; Sinz, Christoph; Kittler, Harald; Schmetterer, Leopold; Drexler, Wolfgang; Liu, Mengyang; Meiburger, Kristen M.
Dual attention mechanisms with patch-level significance embedding for ischemic stroke classification in brain CT images
2025 Inamdar, Mahesh Anil; Gudigar, Anjan; Raghavendra, U.; Salvi, Massimo; Raj, Nithin; Pooja, J.; Hegde, Ajay; Menon, Girish R.; Rajendra Acharya, U.
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
Fibromyalgia Detection and Diagnosis: A Systematic Review of Data-Driven Approaches and Clinical Implications
2025 Atmakuru, Anirudh; Chakraborty, Subrata; Salvi, Massimo; Faust, Oliver; Datta Barua, Prabal; Kobayashi, Makiko; San Tan, Ru; Molinari, Filippo; Hafeez-Baig, Abdul; Rajendra Acharya, U.
FlexiCombFE: A flexible, combination-based feature engineering framework for brain tumor detection
2025 Ilknur, Tuncer; Abdul Hafeez, Baig; Prabal Datta, Barua; Rena, Hajiyeva; Salvi, Massimo; Sengul, Dogan; Turker, Tuncer; U. R., Acharya
Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges
2025 Faust, Oliver; Salvi, Massimo; Barua, Prabal Datta; Chakraborty, Subrata; Molinari, Filippo; Acharya, U. Rajendra
Leveraging Synthetic Degradation for Effective Training of Super-Resolution Models in Dermatological Images
2025 Branciforti, Francesco; Meiburger, Kristen M.; Zavattaro, Elisa; Savoia, Paola; Salvi, Massimo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A cascade approach for the early detection and localization of myocardial infarction in 2D-echocardiography / Gomez, Carolina; Letizia, Annalisa; Tufano, Vincenza; Molinari, Filippo; Salvi, Massimo. - In: MEDICAL ENGINEERING & PHYSICS. - ISSN 1350-4533. - 143:(2025). [10.1016/j.medengphy.2025.104400] | 1-gen-2025 | Molinari, FilippoSalvi, Massimo + | (2025) paper - MI detection US.pdf |
| A Dual-Stream Deep Learning Architecture With Adaptive Random Vector Functional Link for Multi-Center Ischemic Stroke Classification / Anil Inamdar, Mahesh; Gudigar, Anjan; Raghavendra, U.; Salvi, Massimo; Aman, Raja Rizal Azman Bin Raja; Gowdh, Nadia Fareeda Muhammad; Ahir, Izzah Amirah Binti Mohd; Kamaruddin, Mohd Salahuddin Bin; Kadir, Khairul Azmi Abdul; Molinari, Filippo; Hegde, Ajay; Menon, Girish R.; Rajendra Acharya, U.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 46638-46658. [10.1109/access.2025.3550344] | 1-gen-2025 | Salvi, MassimoMolinari, Filippo + | A_Dual-Stream_Deep_Learning_Architecture_With_Adaptive_Random_Vector_Functional_Link_for_Multi-Center_Ischemic_Stroke_Classification.pdf |
| A novel uncertainty-aware liquid neural network for noise-resilient time series forecasting and classification / Akpinar, Muhammed Halil; Atila, Orhan; Sengur, Abdulkadir; Salvi, Massimo; Acharya, U. R.. - In: CHAOS, SOLITONS AND FRACTALS. - ISSN 0960-0779. - 193:(2025). [10.1016/j.chaos.2025.116130] | 1-gen-2025 | Salvi, Massimo + | manuscript_accepted.pdf; (2025) paper - UA LNN.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 Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013–2024) / Vicnesh, Jahmunah; Salvi, Massimo; Hagiwara, Yuki; Yee, Hah Yan; Mir, Hasan; Barua, Prabal Datta; Chakraborty, Subrata; Molinari, Filippo; Rajendra Acharya, U.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 5949-5973. [10.1109/access.2024.3522251] | 1-gen-2025 | Salvi, MassimoMolinari, Filippo + | review_IRT.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 |
| Augmented reality simulation framework for minimally invasive orthopedic surgery / Cangelosi, Antonio; Riberi, Giacomo; Titolo, Paolo; Salvi, Massimo; Molinari, Filippo; Ulrich, Luca; Vezzetti, Enrico; Agus, Marco; Calì, Corrado. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - 189:(2025), pp. 1-16. [10.1016/j.compbiomed.2025.109943] | 1-gen-2025 | Salvi, MassimoMolinari, FilippoUlrich, LucaVezzetti, Enrico + | (2025) paper - surgical VR.pdf; manuscript_accepted_mini.pdf |
| Automated Detection of Neurological and Mental Health Disorders Using EEG Signals and Artificial Intelligence: A Systematic Review / Uyanik, Hakan; Sengur, Abdulkadir; Salvi, Massimo; Tan, Ru‐san; Tan, Jen Hong; Acharya, U. Rajendra. - In: WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1942-4787. - 15:1(2025). [10.1002/widm.70002] | 1-gen-2025 | Salvi, Massimo + | (2025) paper - review mental health EEG.pdf |
| Blockade of YAP Mechanoactivation Prevents Neointima Formation and Adverse Remodeling in Arterialized Vein Grafts / Garoffolo, Gloria; Sluiter, Thijs J.; Thomas, Anita; Piacentini, Luca; Ruiter, Matthijs S.; Schiavo, Alessia; Salvi, Massimo; Saccu, Claudio; Zoli, Stefano; Chiesa, Mattia; Yokoyama, Takumi; Agrifoglio, Marco; Soncini, Monica; Fiore, Gianfranco B.; Martelli, Fabio; Condorelli, Gianluigi; Madeddu, Paolo; Molinari, Filippo; Morbiducci, Umberto; Quax, Paul H. A.; Spinetti, Gaia; de Vries, Margreet R.; Pesce, Maurizio. - In: JOURNAL OF THE AMERICAN HEART ASSOCIATION. CARDIOVASCULAR AND CEREBROVASCULAR DISEASE. - ISSN 2047-9980. - (2025). [10.1161/jaha.124.037531] | 1-gen-2025 | Salvi, MassimoMolinari, FilippoMorbiducci, UmbertoPesce, Maurizio + | garoffolo-et-al-2025-blockade-of-yap-mechanoactivation-prevents-neointima-formation-and-adverse-remodeling-in.pdf |
| DERMA-OCTA: A Comprehensive Dataset and Preprocessing Pipeline for Dermatological OCTA Vessel Segmentation / Rotunno, Giulia; Salvi, Massimo; Deinsberger, Julia; Krainz, Lisa; Weber, Benedikt; Sinz, Christoph; Kittler, Harald; Schmetterer, Leopold; Drexler, Wolfgang; Liu, Mengyang; Meiburger, Kristen M.. - In: SCIENTIFIC DATA. - ISSN 2052-4463. - 12:1(2025). [10.1038/s41597-025-05763-6] | 1-gen-2025 | Rotunno, GiuliaSalvi, MassimoMeiburger, Kristen M. + | (2025) paper - dataset OCTA.pdf |
| Dual attention mechanisms with patch-level significance embedding for ischemic stroke classification in brain CT images / Inamdar, Mahesh Anil; Gudigar, Anjan; Raghavendra, U.; Salvi, Massimo; Raj, Nithin; Pooja, J.; Hegde, Ajay; Menon, Girish R.; Rajendra Acharya, U.. - In: INFORMATICS IN MEDICINE UNLOCKED. - ISSN 2352-9148. - 57:(2025). [10.1016/j.imu.2025.101678] | 1-gen-2025 | Salvi, Massimo + | (2025) paper - brain ischemic.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. (Intervento presentato al convegno SPIE Photonics West - BiOS tenutosi a San Francisco (USA) nel 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 |
| Fibromyalgia Detection and Diagnosis: A Systematic Review of Data-Driven Approaches and Clinical Implications / Atmakuru, Anirudh; Chakraborty, Subrata; Salvi, Massimo; Faust, Oliver; Datta Barua, Prabal; Kobayashi, Makiko; San Tan, Ru; Molinari, Filippo; Hafeez-Baig, Abdul; Rajendra Acharya, U.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 25026-25044. [10.1109/access.2025.3539196] | 1-gen-2025 | Salvi, MassimoMolinari, Filippo + | (2025) paper - review fibromyalgia.pdf |
| FlexiCombFE: A flexible, combination-based feature engineering framework for brain tumor detection / Ilknur, Tuncer; Abdul Hafeez, Baig; Prabal Datta, Barua; Rena, Hajiyeva; Salvi, Massimo; Sengul, Dogan; Turker, Tuncer; U. R., Acharya. - In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. - ISSN 1746-8094. - 104:(2025), pp. 1-15. [10.1016/j.bspc.2025.107538] | 1-gen-2025 | Massimo, Salvi + | (2025) paper - FlexiCombFE.pdf |
| Issues and Limitations on the Road to Fair and Inclusive AI Solutions for Biomedical Challenges / Faust, Oliver; Salvi, Massimo; Barua, Prabal Datta; Chakraborty, Subrata; Molinari, Filippo; Acharya, U. Rajendra. - In: SENSORS. - ISSN 1424-8220. - 25:1(2025), pp. 1-17. [10.3390/s25010205] | 1-gen-2025 | Salvi, MassimoMolinari, Filippo + | (2025) paper - AI fairness.pdf |
| Leveraging Synthetic Degradation for Effective Training of Super-Resolution Models in Dermatological Images / Branciforti, Francesco; Meiburger, Kristen M.; Zavattaro, Elisa; Savoia, Paola; Salvi, Massimo. - In: ELECTRONICS. - ISSN 2079-9292. - 14:15(2025). [10.3390/electronics14153138] | 1-gen-2025 | Meiburger, Kristen M.Salvi, Massimo + | (2025) paper - DermaSR.pdf |