Archivio Istituzionale della RicercaMOLINARI, FILIPPO
MOLINARI, FILIPPO
Dipartimento di Elettronica e Telecomunicazioni
009675
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.
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
MLAR-Net: A Multilevel Attention-Based ResNet Module for the Automated Recognition of Emotions Using Single-Channel EEG Signals
2025 Maithri, M.; Raghavendra, U.; Gudigar, Anjan; Kumar Praharaj, Samir; Sriram, Karthikeyan; Salvi, Massimo; Hong Yeong, Chai; Molinari, Filippo; Rajendra Acharya, U.
Multi-Center 3D CNN for Parkinson’s disease diagnosis and prognosis using clinical and T1-weighted MRI data
2025 Basaia, Silvia; Sarasso, Elisabetta; Sciancalepore, Francesco; Balestrino, Roberta; Musicco, Simona; Pisano, Stefano; Stankovic, Iva; Tomic, Aleksandra; Micco, Rosita De; Tessitore, Alessandro; Salvi, Massimo; Meiburger, Kristen M; Kostic, Vladimir S; Molinari, Filippo; Agosta, Federica; Filippi, Massimo
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
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
Validation Study on Iatrogenic Nerve Damage Reduction Using Augmented Reality on Elbow Phantom
2025 Riberi, Giacomo; Cangelosi, Antonio; Titolo, Paolo; Dutto, Elisa; Salvi, Massimo; Molinari, Filippo; Ulrich, Luca; Agus, Marco; Calì, Corrado
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 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
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| MLAR-Net: A Multilevel Attention-Based ResNet Module for the Automated Recognition of Emotions Using Single-Channel EEG Signals / Maithri, M.; Raghavendra, U.; Gudigar, Anjan; Kumar Praharaj, Samir; Sriram, Karthikeyan; Salvi, Massimo; Hong Yeong, Chai; Molinari, Filippo; Rajendra Acharya, U.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 99122-99144. [10.1109/access.2025.3576059] | 1-gen-2025 | Salvi, MassimoMolinari, Filippo + | MLAR-Net_A_Multilevel_Attention-Based_ResNet_Module_for_the_Automated_Recognition_of_Emotions_Using_Single-Channel_EEG_Signals.pdf |
| Multi-Center 3D CNN for Parkinson’s disease diagnosis and prognosis using clinical and T1-weighted MRI data / Basaia, Silvia; Sarasso, Elisabetta; Sciancalepore, Francesco; Balestrino, Roberta; Musicco, Simona; Pisano, Stefano; Stankovic, Iva; Tomic, Aleksandra; Micco, Rosita De; Tessitore, Alessandro; Salvi, Massimo; Meiburger, Kristen M; Kostic, Vladimir S; Molinari, Filippo; Agosta, Federica; Filippi, Massimo. - In: NEUROIMAGE. CLINICAL. - ISSN 2213-1582. - 48:(2025). [10.1016/j.nicl.2025.103859] | 1-gen-2025 | Salvi, MassimoMeiburger, Kristen MMolinari, Filippo + | (2025) paper - Parkinson CNN.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 |
| 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 |
| Validation Study on Iatrogenic Nerve Damage Reduction Using Augmented Reality on Elbow Phantom / Riberi, Giacomo; Cangelosi, Antonio; Titolo, Paolo; Dutto, Elisa; Salvi, Massimo; Molinari, Filippo; Ulrich, Luca; Agus, Marco; Calì, Corrado. - In: MAYO CLINIC PROCEEDINGS. DIGITAL HEALTH. - ISSN 2949-7612. - 3:2(2025). [10.1016/j.mcpdig.2025.100221] | 1-gen-2025 | Cangelosi, AntonioSalvi, MassimoMolinari, FilippoUlrich, Luca + | (2025) paper - validation AR.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 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 |