Archivio Istituzionale della RicercaSALVI, MASSIMO
SALVI, MASSIMO
Dipartimento di Elettronica e Telecomunicazioni
038112
A novel approach using deep belief network patterns and attention binary decomposition for automated community emotion detection
2026 Yildiz, Arif Metehan; Barua, Prabal Datta; Baygin, Mehmet; Dogan, Sengul; Tuncer, Turker; Salvi, Massimo; Tan, Ru-San; Acharya, U. R.
Advances in digital health: Multimodal intelligence and translational impact
2026 Gertych, Arkadiusz; Salvi, Massimo; Mischi, Massimo
Artificial Intelligence in Gastrointestinal Disease Diagnosis: A Systematic Review of Endoscopy, Histology, and Radiology Applications
2026 Pathan, S.; Shahini, A.; Salvi, M.; Ali, T.; Lewis, J. R.; Molinari, F.; Acharya, U. R.
Automated identification of left ventricular hypertrophy using cardiac ultrasound imaging: A systematic review of artificial intelligence driven approaches
2026 James, Jimcymol; Gudigar, Anjan; Raghavendra, U.; Samanth, Jyothi; Maithri, M.; Kaprekar, Aryaman; Prabhu, Mukund A.; Salvi, Massimo; Molinari, Filippo; Ciaccio, Edward J.; Rajendra Acharya, U.
Evolution of fuzzy logic in medical applications: methods, trends and clinical applications
2026 Salvi, Massimo; Dogan, Sengul; Inamdar, Mahesh Anil; Raghavendra, U.; Gudigar, Anjan; Nitti, Francesco; Ferraris, Andrea; Tuncer, Turker; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra
Fibrous bioinks for the bioprinting of anisotropic scaffolds with micro-and nanoscale organization as a novel approach for in vitro skeletal muscle engineering
2026 Ruocco, Gerardina; Marcello, Elena; Paoletti, Camilla; Salvi, Massimo; Zoso, Alice; Spedicati, Mattia; Carmagnola, Irene; Chiono, Valeria
Lissajous-trajectory scanning optical coherence photoacoustic microscopy for zebrafish larva imaging
2026 Bugyi, Lukasz; Schmitner, Nicole; Kimmel Robin, A; Meyer, Dirk; Zhou, Qifa; Haindl, Richard; Salvi, Massimo; Rotunno, Giulia; Meiburger Kristen, M; Distel, Martin; Sturtzel, Caterina; Yuan, Yi; Drexler, Wolfgang; Liu, Mengyang
LymphUs: A multicenter open-access database of lymph node ultrasound images in patients with papillary thyroid carcinoma for clinical and artificial intelligence research
2026 Mohammadi, Afshin; Mohebbi, Alisa; Mirza-Aghazadeh-Attari, Mohammad; Mohammadzadeh, Saeed; Acharya, U Rajendra; Tan, Ru-San; Salvi, Massimo; Hatamikia, Sepideh; Ardakani, Ali Abbasian
No-Reference Quality Assessment of Dermoscopic Images Using Minimal Expert Supervision
2026 Ferraris, Andrea; Branciforti, Francesco; Meiburger, Kristen M.; Veronese, Federica; Zavattaro, Elisa; Savoia, Paola; Salvi, Massimo
Optical coherence photoacoustic microscopy for 3D cancer model imaging with AI-assisted organoid analysis
2026 Deloria, Abigail J.; Csiszar, Agnes; Deng, Shiyu; Sabbaghi, Mohammad Ali; Branciforti, Francesco; Bugyi, Lukasz; Rotunno, Giulia; Haindl, Richard; Leitgeb, Rainer; Salvi, Massimo; Pramanik, Manojit; Yuan, Yi; Schmetterer, Leopold; Szakacs, Gergely; Drexler, Wolfgang; Meiburger, Kristen M.; Liu, Mengyang
Shifting the Focus of Digital Pathology: The Raising Relevance of Pre‐Processing Phase Over Model Complexity
2026 Salvi, Massimo; Michielli, Nicola; Mogetta, Alessandro; Gambella, Alessandro; Sengur, Abdulkadir; Molinari, Filippo; Gertych, Arkadiusz
ShortNeXt: A novel method for accurate classification of colorectal cancer histopathology images
2026 Barua, Prabal Datta; Tasci, Burak; Baygin, Mehmet; Dogan, Sengul; Tuncer, Turker; Molinari, Filippo; Salvi, Massimo; Acharya, U. Rajendra
SlideInspect: From Pixel-Level Artifact Detection to Actionable Quality Metrics in Digital Pathology
2026 Scotto, Manuela; Patti, Roberta; L'Imperio, Vincenzo; Fraggetta, Filippo; Molinari, Filippo; 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 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 deep learning-based object detection method for the recognition of anatomical structures in pterional neurosurgical images
2025 Morello, Alberto; Nitti, Francesco; Dolci, Lorenzo; Molinari, Filippo; Garbossa, Diego; Salvi, Massimo; Cofano, Fabio
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A novel approach using deep belief network patterns and attention binary decomposition for automated community emotion detection / Yildiz, Arif Metehan; Barua, Prabal Datta; Baygin, Mehmet; Dogan, Sengul; Tuncer, Turker; Salvi, Massimo; Tan, Ru-San; Acharya, U. R.. - In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. - ISSN 1746-8094. - 116:(2026). [10.1016/j.bspc.2026.109534] | 1-gen-2026 | Salvi, Massimo + | (2026) paper - SCED emotion community.pdf |
| Advances in digital health: Multimodal intelligence and translational impact / Gertych, Arkadiusz; Salvi, Massimo; Mischi, Massimo. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - 273:(2026). [10.1016/j.cmpb.2025.109111] | 1-gen-2026 | Salvi, Massimo + | latest.pdf; (2025) paper - editorial SI ITIB.pdf |
| Artificial Intelligence in Gastrointestinal Disease Diagnosis: A Systematic Review of Endoscopy, Histology, and Radiology Applications / Pathan, S.; Shahini, A.; Salvi, M.; Ali, T.; Lewis, J. R.; Molinari, F.; Acharya, U. R.. - In: WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1942-4795. - 16:1(2026). [10.1002/widm.70074] | 1-gen-2026 | Shahini A.Salvi M.Molinari F. + | 100490086.pdf |
| Automated identification of left ventricular hypertrophy using cardiac ultrasound imaging: A systematic review of artificial intelligence driven approaches / James, Jimcymol; Gudigar, Anjan; Raghavendra, U.; Samanth, Jyothi; Maithri, M.; Kaprekar, Aryaman; Prabhu, Mukund A.; Salvi, Massimo; Molinari, Filippo; Ciaccio, Edward J.; Rajendra Acharya, U.. - In: INFORMATICS IN MEDICINE UNLOCKED. - ISSN 2352-9148. - 60:(2026). [10.1016/j.imu.2025.101730] | 1-gen-2026 | Salvi, MassimoMolinari, Filippo + | (2025) paper - review LVH.pdf |
| Evolution of fuzzy logic in medical applications: methods, trends and clinical applications / Salvi, Massimo; Dogan, Sengul; Inamdar, Mahesh Anil; Raghavendra, U.; Gudigar, Anjan; Nitti, Francesco; Ferraris, Andrea; Tuncer, Turker; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 321:(2026). [10.1016/j.eswa.2026.132344] | 1-gen-2026 | Salvi, MassimoNitti, FrancescoFerraris, AndreaMolinari, Filippo + | (2026) paper - Fuzzy review.pdf |
| Fibrous bioinks for the bioprinting of anisotropic scaffolds with micro-and nanoscale organization as a novel approach for in vitro skeletal muscle engineering / Ruocco, Gerardina; Marcello, Elena; Paoletti, Camilla; Salvi, Massimo; Zoso, Alice; Spedicati, Mattia; Carmagnola, Irene; Chiono, Valeria. - In: INTERNATIONAL JOURNAL OF BIOPRINTING. - ISSN 2424-8002. - 12:1(2026), pp. 323-347. [10.36922/ijb025440455] | 1-gen-2026 | Ruocco, GerardinaMarcello, ElenaPaoletti, CamillaSalvi, MassimoZoso, AliceSpedicati, MattiaCarmagnola, IreneChiono, Valeria | manuscript_ijb05841.pdf |
| Lissajous-trajectory scanning optical coherence photoacoustic microscopy for zebrafish larva imaging / Bugyi, Lukasz; Schmitner, Nicole; Kimmel Robin, A; Meyer, Dirk; Zhou, Qifa; Haindl, Richard; Salvi, Massimo; Rotunno, Giulia; Meiburger Kristen, M; Distel, Martin; Sturtzel, Caterina; Yuan, Yi; Drexler, Wolfgang; Liu, Mengyang. - In: JPHYS PHOTONICS. - ISSN 2515-7647. - 8:1(2026). [10.1088/2515-7647/ae392c] | 1-gen-2026 | Salvi MassimoRotunno GiuliaMeiburger Kristen MYuan Yi + | Bugyi_2026_J._Phys._Photonics_8_015042.pdf |
| LymphUs: A multicenter open-access database of lymph node ultrasound images in patients with papillary thyroid carcinoma for clinical and artificial intelligence research / Mohammadi, Afshin; Mohebbi, Alisa; Mirza-Aghazadeh-Attari, Mohammad; Mohammadzadeh, Saeed; Acharya, U Rajendra; Tan, Ru-San; Salvi, Massimo; Hatamikia, Sepideh; Ardakani, Ali Abbasian. - In: DATA IN BRIEF. - ISSN 2352-3409. - 66:(2026). [10.1016/j.dib.2026.112694] | 1-gen-2026 | Salvi, Massimo + | (2026) paper - LymphUS dataset.pdf |
| No-Reference Quality Assessment of Dermoscopic Images Using Minimal Expert Supervision / Ferraris, Andrea; Branciforti, Francesco; Meiburger, Kristen M.; Veronese, Federica; Zavattaro, Elisa; Savoia, Paola; Salvi, Massimo. - In: APPLIED SCIENCES. - ISSN 2076-3417. - 16:4(2026). [10.3390/app16041682] | 1-gen-2026 | Ferraris, AndreaBranciforti, FrancescoMeiburger, Kristen M.Salvi, Massimo + | applsci-16-01682.pdf |
| Optical coherence photoacoustic microscopy for 3D cancer model imaging with AI-assisted organoid analysis / Deloria, Abigail J.; Csiszar, Agnes; Deng, Shiyu; Sabbaghi, Mohammad Ali; Branciforti, Francesco; Bugyi, Lukasz; Rotunno, Giulia; Haindl, Richard; Leitgeb, Rainer; Salvi, Massimo; Pramanik, Manojit; Yuan, Yi; Schmetterer, Leopold; Szakacs, Gergely; Drexler, Wolfgang; Meiburger, Kristen M.; Liu, Mengyang. - In: LIGHT, SCIENCE & APPLICATIONS. - ISSN 2047-7538. - 15:1(2026). [10.1038/s41377-025-02177-2] | 1-gen-2026 | Branciforti, FrancescoRotunno, GiuliaSalvi, MassimoYuan, YiMeiburger, Kristen M. + | Deloria_et_al-2026-Light__Science_&_Applications.pdf |
| Shifting the Focus of Digital Pathology: The Raising Relevance of Pre‐Processing Phase Over Model Complexity / Salvi, Massimo; Michielli, Nicola; Mogetta, Alessandro; Gambella, Alessandro; Sengur, Abdulkadir; Molinari, Filippo; Gertych, Arkadiusz. - In: IET IMAGE PROCESSING. - ISSN 1751-9659. - 20:1(2026). [10.1049/ipr2.70290] | 1-gen-2026 | Salvi, MassimoMichielli, NicolaMogetta, AlessandroMolinari, Filippo + | (2026) paper - Complex model digital pathology.pdf |
| ShortNeXt: A novel method for accurate classification of colorectal cancer histopathology images / Barua, Prabal Datta; Tasci, Burak; Baygin, Mehmet; Dogan, Sengul; Tuncer, Turker; Molinari, Filippo; Salvi, Massimo; Acharya, U. Rajendra. - In: COMPUTER VISION AND IMAGE UNDERSTANDING. - ISSN 1077-3142. - 265:(2026). [10.1016/j.cviu.2026.104672] | 1-gen-2026 | Molinari, FilippoMassimo, Salvi + | 1-s2.0-S1077314226000391-main.pdf |
| SlideInspect: From Pixel-Level Artifact Detection to Actionable Quality Metrics in Digital Pathology / Scotto, Manuela; Patti, Roberta; L'Imperio, Vincenzo; Fraggetta, Filippo; Molinari, Filippo; Salvi, Massimo. - In: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. - ISSN 0899-9457. - 36:1(2026). [10.1002/ima.70292] | 1-gen-2026 | Scotto, ManuelaMolinari, FilippoSalvi, Massimo + | (2026) paper - quality controls digital pathology.pdf |
| 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 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 deep learning-based object detection method for the recognition of anatomical structures in pterional neurosurgical images / Morello, Alberto; Nitti, Francesco; Dolci, Lorenzo; Molinari, Filippo; Garbossa, Diego; Salvi, Massimo; Cofano, Fabio. - In: BRAIN AND SPINE. - ISSN 2772-5294. - 5:(2025). ( EANS2025) [10.1016/j.bas.2025.105132]. | 1-gen-2025 | Nitti, FrancescoMolinari, FilippoSalvi, Massimo + | 1-s2.0-S2772529425009518-main.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 |