Archivio Istituzionale della RicercaMOLINARI, FILIPPO
MOLINARI, FILIPPO
Dipartimento di Elettronica e Telecomunicazioni
009675
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
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
Impact of Pollution on Mental Health: A Systematic Review of Associations, Methodological Challenges, and Future Directions
2026 Chadalavada, Sreeni; Shahini, Alen; Hagiwara, Yuki; Salvi, Massimo; Sharma, Ekta; March, Sonja; Kolbe‐alexanders, Tracy; Deo, Ravinesh; Farag, Aly; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra
Inverse consistency error for validating deformable image registration: an explorative study on computational phantoms
2026 Loi, Gianfranco; Fusella, Marco; Zara, Stefania; Vagni, Marica; Michielli, Nicola; Zaccaria, Orlando; Placidi, Lorenzo; Franco, Pierfrancesco; Molinari, Filippo; Fiandra, Christian
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.
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.
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
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
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.
| 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 |
| 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, J., Gudigar, A., Raghavendra, U., Samanth, J., Maithri, M., Kaprekar, A., Prabhu, M.A., Salvi, M., Molinari, F., Ciaccio, E.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, M., Dogan, S., Inamdar, M.A., Raghavendra, U., Gudigar, A., Nitti, F., Ferraris, A., Tuncer, T., Barua, P.D., Molinari, F., Acharya, U.R.. - 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 |
| Impact of Pollution on Mental Health: A Systematic Review of Associations, Methodological Challenges, and Future Directions / Chadalavada, Sreeni; Shahini, Alen; Hagiwara, Yuki; Salvi, Massimo; Sharma, Ekta; March, Sonja; Kolbe‐alexanders, Tracy; Deo, Ravinesh; Farag, Aly; Barua, Prabal Datta; Molinari, Filippo; Acharya, U. Rajendra. - In: HEALTH SCIENCE REPORTS. - ISSN 2398-8835. - 9:5(2026). [10.1002/hsr2.72514] | 1-gen-2026 | Shahini, AlenSalvi, MassimoMolinari, Filippo + | Health Science Reports - 2026 - Chadalavada - Impact of Pollution on Mental Health A Systematic Review of Associations .pdf |
| Inverse consistency error for validating deformable image registration: an explorative study on computational phantoms / Loi, G., Fusella, M., Zara, S., Vagni, M., Michielli, N., Zaccaria, O., Placidi, L., Franco, P., Molinari, F., Fiandra, C.. - In: PHYSICS AND IMAGING IN RADIATION ONCOLOGY. - ISSN 2405-6316. - ELETTRONICO. - 37:(2026), pp. 1-7. [10.1016/j.phro.2026.100916] | 1-gen-2026 | Michielli, NicolaMolinari, Filippo + | PIIS2405631626000163.pdf |
| Shifting the Focus of Digital Pathology: The Raising Relevance of Pre‐Processing Phase Over Model Complexity / Salvi, M., Michielli, N., Mogetta, A., Gambella, A., Sengur, A., Molinari, F., Gertych, A.. - 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, P.D., Tasci, B., Baygin, M., Dogan, S., Tuncer, T., Molinari, F., Salvi, M., Acharya, U.R.. - 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, M., Patti, R., L'Imperio, V., Fraggetta, F., Molinari, F., Salvi, M.. - 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, 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 |
| A cascade approach for the early detection and localization of myocardial infarction in 2D-echocardiography / Gomez, C., Letizia, A., Tufano, V., Molinari, F., Salvi, M.. - 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, M., Gudigar, A., Raghavendra, U., Salvi, M., Aman, R.R.A.B.R., Gowdh, N.F.M., Ahir, I.A.B.M., Kamaruddin, M.S.B., Kadir, K.A.A., Molinari, F., Hegde, A., Menon, G.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 |
| 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 Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013–2024) / Vicnesh, J., Salvi, M., Hagiwara, Y., Yee, H.Y., Mir, H., Barua, P.D., Chakraborty, S., Molinari, F., 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, 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 |
| Augmented reality simulation framework for minimally invasive orthopedic surgery / Cangelosi, A., Riberi, G., Titolo, P., Salvi, M., Molinari, F., Ulrich, L., Vezzetti, E., Agus, M., Calì, C.. - 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 |
| Blockade of YAP Mechanoactivation Prevents Neointima Formation and Adverse Remodeling in Arterialized Vein Grafts / Garoffolo, G., Sluiter, T.J., Thomas, A., Piacentini, L., Ruiter, M.S., Schiavo, A., Salvi, M., Saccu, C., Zoli, S., Chiesa, M., Yokoyama, T., Agrifoglio, M., Soncini, M., Fiore, G.B., Martelli, F., Condorelli, G., Madeddu, P., Molinari, F., Morbiducci, U., Quax, P.H.A., et al.. - 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 |
| 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 |
| Fibromyalgia Detection and Diagnosis: A Systematic Review of Data-Driven Approaches and Clinical Implications / Atmakuru, A., Chakraborty, S., Salvi, M., Faust, O., Datta Barua, P., Kobayashi, M., San Tan, R.u., Molinari, F., Hafeez-Baig, A., 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 |