Archivio Istituzionale della RicercaSALVI, MASSIMO
SALVI, MASSIMO
Dipartimento di Elettronica e Telecomunicazioni
038112
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.
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
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
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
Semantic-driven synthesis of histological images with controllable cellular distributions
2025 Shahini, Alen; Gambella, Alessandro; Molinari, Filippo; Salvi, Massimo
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
A dynamic uncertainty-aware ensemble model: Application to lung cancer segmentation in digital pathology
2024 Salvi, Massimo; Mogetta, Alessandro; Raghavendra, U.; Gudigar, Anjan; Acharya, U. Rajendra; Molinari, Filippo
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 Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013–2024)
2024 Vicnesh, Jahmunah; Salvi, Massimo; Hagiwara, Yuki; Yee, Hah Yan; Mir, Hasan; Barua, Prabal Datta; Chakraborty, Subrata; Molinari, Filippo; Rajendra Acharya, U.
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
Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013–2023)
2024 Gudigar, Anjan; Kadri, Nahrizul Adib; Raghavendra, U.; Samanth, Jyothi; Maithri, M.; Inamdar, Mahesh Anil; Prabhu, Mukund A.; Hegde, Ajay; Salvi, Massimo; Yeong, Chai Hong; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra
CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images
2024 Ali, Tanweer; Pathan, Sameena; Salvi, Massimo; Meiburger, Kristen M.; Molinari, Filippo; Acharya, U. Rajendra
Clinical assessment of deep learning-based uncertainty maps in lung cancer segmentation
2024 Maruccio, Federica Carmen; Eppinga, Wietse; Laves, Max-Heinrich; Navarro, Roger Fonolla; Salvi, Massimo; Molinari, Filippo; Papaconstadopoulos, Pavlos
Computational Synthesis of Histological Stains: A Step Toward Virtual Enhanced Digital Pathology
2024 Salvi, Massimo; Michielli, Nicola; Salamone, Lorenzo; Mogetta, Alessandro; Gambella, Alessandro; Molinaro, Luca; Papotti, Mauro; Molinari, Filippo
cyto‐Knet: An instance segmentation approach for multiple myeloma plasma cells using conditional kernels
2024 Salvi, Massimo; Michielli, Nicola; Meiburger, Kristen M.; Cattelino, Cristina; Cotrufo, Bruna; Giacosa, Matteo; Giovanzana, Chiara; Molinari, Filippo
Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques
2024 Atmakuru, Anirudh; Chakraborty, Subrata; Faust, Oliver; Salvi, Massimo; Datta Barua, Prabal; Molinari, Filippo; Acharya, U. R.; Homaira, Nusrat
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Semantic-driven synthesis of histological images with controllable cellular distributions / Shahini, Alen; Gambella, Alessandro; Molinari, Filippo; Salvi, Massimo. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - 261:(2025). [10.1016/j.cmpb.2025.108621] | 1-gen-2025 | Shahini, AlenMolinari, FilippoSalvi, Massimo + | (2025) paper - simulation histology.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 |
| A dynamic uncertainty-aware ensemble model: Application to lung cancer segmentation in digital pathology / Salvi, Massimo; Mogetta, Alessandro; Raghavendra, U.; Gudigar, Anjan; Acharya, U. Rajendra; Molinari, Filippo. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - STAMPA. - 165:(2024). [10.1016/j.asoc.2024.112081] | 1-gen-2024 | Salvi, MassimoMogetta, AlessandroMolinari, Filippo + | (2024) paper - AUE lung cancer.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 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:(2024), pp. 5949-5973. [10.1109/access.2024.3522251] | 1-gen-2024 | Salvi, MassimoMolinari, Filippo + | review_IRT.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 |
| Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013–2023) / Gudigar, Anjan; Kadri, Nahrizul Adib; Raghavendra, U.; Samanth, Jyothi; Maithri, M.; Inamdar, Mahesh Anil; Prabhu, Mukund A.; Hegde, Ajay; Salvi, Massimo; Yeong, Chai Hong; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra. - In: COMPUTERS IN BIOLOGY AND MEDICINE. - ISSN 0010-4825. - STAMPA. - 172:(2024). [10.1016/j.compbiomed.2024.108207] | 1-gen-2024 | Salvi, MassimoMolinari, Filippo + | 1-s2.0-S0010482524002919-main.pdf |
| CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images / Ali, Tanweer; Pathan, Sameena; Salvi, Massimo; Meiburger, Kristen M.; Molinari, Filippo; Acharya, U. Rajendra. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 73970-73979. [10.1109/access.2024.3404023] | 1-gen-2024 | Salvi, MassimoMeiburger, Kristen M.Molinari, Filippo + | CAROTIDNet_A_Novel_Carotid_Symptomatic_Asymptomatic_Plaque_Detection_System_Using_CNN-Based_Tangent_Optimization_Algorithm_in_B-Mode_Ultrasound_Images.pdf |
| Clinical assessment of deep learning-based uncertainty maps in lung cancer segmentation / Maruccio, Federica Carmen; Eppinga, Wietse; Laves, Max-Heinrich; Navarro, Roger Fonolla; Salvi, Massimo; Molinari, Filippo; Papaconstadopoulos, Pavlos. - In: PHYSICS IN MEDICINE AND BIOLOGY. - ISSN 0031-9155. - STAMPA. - 69:3(2024). [10.1088/1361-6560/ad1a26] | 1-gen-2024 | Salvi, MassimoMolinari, Filippo + | Maruccio+et+al_2024_Phys._Med._Biol._10.1088_1361-6560_ad1a26.pdf; Salvi-Clinical.pdf |
| Computational Synthesis of Histological Stains: A Step Toward Virtual Enhanced Digital Pathology / Salvi, Massimo; Michielli, Nicola; Salamone, Lorenzo; Mogetta, Alessandro; Gambella, Alessandro; Molinaro, Luca; Papotti, Mauro; Molinari, Filippo. - In: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. - ISSN 0899-9457. - STAMPA. - 34:5(2024). [10.1002/ima.23165] | 1-gen-2024 | Salvi, MassimoMichielli, NicolaMogetta, AlessandroMolinari, Filippo + | (2024) paper - restaining PHH3.pdf |
| cyto‐Knet: An instance segmentation approach for multiple myeloma plasma cells using conditional kernels / Salvi, Massimo; Michielli, Nicola; Meiburger, Kristen M.; Cattelino, Cristina; Cotrufo, Bruna; Giacosa, Matteo; Giovanzana, Chiara; Molinari, Filippo. - In: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. - ISSN 0899-9457. - ELETTRONICO. - 34:1(2024). [10.1002/ima.22984] | 1-gen-2024 | Salvi, MassimoMichielli, NicolaMeiburger, Kristen M.Cattelino, CristinaCotrufo, BrunaGiacosa, MatteoMolinari, Filippo + | Salvi-cyto-Knet.pdf |
| Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques / Atmakuru, Anirudh; Chakraborty, Subrata; Faust, Oliver; Salvi, Massimo; Datta Barua, Prabal; Molinari, Filippo; Acharya, U. R.; Homaira, Nusrat. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - STAMPA. - 255:B(2024). [10.1016/j.eswa.2024.124665] | 1-gen-2024 | Salvi, MassimoMolinari, Filippo + | (2024) paper - review lung cancer radiology.pdf; Deep Learning in Radiology for Lung Cancer Diagnostics A Systematic Review of Classification, Segmentation, and Predictive Modeling Techniques ms.pdf |