Archivio Istituzionale della RicercaPONZIO, FRANCESCO
PONZIO, FRANCESCO
Dipartimento di Automatica e Informatica
038677
Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning
2026 Depaoli, Fabio; Ponzio, Francesco; Macii, Enrico; Di Cataldo, Santa
Renal Cell Carcinoma subtyping: Learning from multi-resolution localization
2026 Mohamad, Mohamad; Ponzio, Francesco; Di Cataldo, Santa; Ambrosetti, Damien; Descombes, Xavier
Uncertainty-aware AI for tumor subtyping with histology and immunohistochemistry: A multi-center study in Renal Cell Carcinoma
2026 Hosseini, Seyed Mohammad Mehdi; Hannetel, Paul; Di Cataldo, Santa; Descombes, Xavier; Sibony, Mathilde; Decaussin, Myriam; Ponzio, Francesco; Ambrosetti, Damien
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing
2025 Cannizzaro, Davide; Antonioni, Paolo; Ponzio, Francesco; Galati, Manuela; Patti, Edoardo; Di Cataldo, Santa
Radiomics for differentiation of gliomas from primary central nervous system lymphomas: a systematic review and meta-analysis
2024 Garaba, Alexandru; Aslam, Nummra; Ponzio, Francesco; Panciani, Pier Paolo; Brinjikji, Waleed; Fontanella, Marco; De Maria, Lucio
The Current Diagnostic Performance of MRI-Based Radiomics for Glioma Grading: A Meta-Analysis
2024 De Maria, Lucio; Ponzio, Francesco; Cho, Hwan-ho; Skogen, Karoline; Tsougos, Ioannis; Gasparini, Mauro; Zeppieri, Marco; Ius, Tamara; Ugga, Lorenzo; Panciani, Pier Paolo; Fontanella, Marco Maria; Brinjikji, Waleed; Agosti, Edoardo
Cigarette Smoking and Intracranial Aneurysms: A Pilot Analysis of SNPs in the CYP2A6 Gene in the Italian Population
2023 Ferrari, Erika; Cornali, Claudio; Fiorindi, Alessandro; Agosti, Edoardo; Gallone, Salvatore; Rubino, Elisa; Ponzio, Francesco; Fontanella, Marco Maria; De Maria, Lucio
Detection of Inferior Vena Cava in Ultrasound Scans through a Deep Learning Model
2023 Policastro, Piero; Chiarion, Giovanni; Ponzio, Francesco; Ermini, Leonardo; Civera, Stefania; Albani, Stefano; Musumeci, Giuseppe; Roatta, Silvestro; Mesin, Luca
Improving CNNs classification with pathologist-based expertise: the renal cell carcinoma case study
2023 Ponzio, Francesco; Descombes, Xavier; Ambrosetti, Damien
Radiomics for Differentiation of Pediatric Posterior Fossa Tumors: A Meta-Analysis and Systematic Review of the Literature
2023 Garaba, Alexandru; Ponzio, Francesco; Grasso, Eleonora Agata; Brinjikji, Waleed; Fontanella, Marco Maria; De Maria, Lucio
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality
2023 Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
A Machine Learning Approach to Support Treatment Identification for Chiari I Malformation
2022 Mesin, Luca; Ponzio, Francesco; Francesco Carlino, Christian; Lenge, Matteo; Noris, Alice; Carmela Leo, Maria; Sica, Michela; Mcgreevy, Kathleen; Leila Ahngar Fabrik, Erica; Giordano, Flavio
e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex
2022 Chiarion, Giovanni; Ponzio, Francesco; Terna, Stefano; Moglia, Cristina; Patti, Edoardo; DI CATALDO, Santa; Roatta, Silvestro
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations
2022 Mascolini, Alessio; Cardamone, Dario; Ponzio, Francesco; Di Cataldo, Santa; Ficarra, Elisa
A human-computer interface based on the “voluntary” pupil accommodative response.
2019 Ponzio, Francesco; Villalobos, Andres Eduardo Lorenzo; Mesin, Luca; De'Sperati, Claudio; Roatta, Silvestro
Dealing with Lack of Training Data for Convolutional Neural Networks: The Case of Digital Pathology
2019 Ponzio, Francesco; Urgese, Gianvito; Ficarra, Elisa; DI CATALDO, Santa
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Bridging Physics and Data in Metal Powder Bed Fusion with Scientific Machine Learning / Depaoli, F., Ponzio, F., Macii, E., Di Cataldo, S.. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - (2026). [10.1007/s10845-026-02820-8] | 1-gen-2026 | Depaoli, FabioPonzio, FrancescoMacii, EnricoDi Cataldo, Santa | s10845-026-02820-8.pdf |
| Renal Cell Carcinoma subtyping: Learning from multi-resolution localization / Mohamad, M., Ponzio, F., Di Cataldo, S., Ambrosetti, D., Descombes, X.. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - 274:(2026). [10.1016/j.cmpb.2025.109155] | 1-gen-2026 | Ponzio, FrancescoDi Cataldo, Santa + | cmpb-m2.pdf; 1-s2.0-S0169260725005711-main.pdf |
| Uncertainty-aware AI for tumor subtyping with histology and immunohistochemistry: A multi-center study in Renal Cell Carcinoma / Hosseini, Seyed Mohammad Mehdi; Hannetel, Paul; Di Cataldo, Santa; Descombes, Xavier; Sibony, Mathilde; Decaussin, Myriam; Ponzio, Francesco; Ambrosetti, Damien. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - 282:(2026). [10.1016/j.cmpb.2026.109373] | 1-gen-2026 | Hosseini, Seyed Mohammad MehdiDi Cataldo, SantaPonzio, Francesco + | _RCC___Paper_Revision_Complete____Uncertainty_aware_Renal_Cell_Carcinoma_Subtype_Classification.pdf; Uncertainty-aware AI for tumor subtyping RCC.pdf |
| Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing / Cannizzaro, D., Antonioni, P., Ponzio, F., Galati, M., Patti, E., Di Cataldo, S.. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - 36:(2025), pp. 2105-2119. [10.1007/s10845-024-02359-6] | 1-gen-2025 | Cannizzaro, DavideAntonioni, PaoloPonzio, FrancescoGalati, ManuelaPatti, EdoardoDi Cataldo, Santa | s10845-024-02359-6.pdf |
| Radiomics for differentiation of gliomas from primary central nervous system lymphomas: a systematic review and meta-analysis / Garaba, A., Aslam, N., Ponzio, F., Panciani, P.P., Brinjikji, W., Fontanella, M., De Maria, L.. - In: FRONTIERS IN ONCOLOGY. - ISSN 2234-943X. - 14:(2024). [10.3389/fonc.2024.1291861] | 1-gen-2024 | Ponzio, Francesco + | Manuscript-accepted.pdf |
| The Current Diagnostic Performance of MRI-Based Radiomics for Glioma Grading: A Meta-Analysis / De Maria, L., Ponzio, F., Cho, H., Skogen, K., Tsougos, I., Gasparini, M., Zeppieri, M., Ius, T., Ugga, L., Panciani, P.P., Fontanella, M.M., Brinjikji, W., Agosti, E.. - In: JOURNAL OF INTEGRATIVE NEUROSCIENCE. - ISSN 0219-6352. - 23:5(2024). [10.31083/j.jin2305100] | 1-gen-2024 | Ponzio, FrancescoGasparini, Mauro + | Jin2305100.pdf |
| Cigarette Smoking and Intracranial Aneurysms: A Pilot Analysis of SNPs in the CYP2A6 Gene in the Italian Population / Ferrari, E., Cornali, C., Fiorindi, A., Agosti, E., Gallone, S., Rubino, E., Ponzio, F., Fontanella, M.M., De Maria, L.. - In: WORLD NEUROSURGERY. - ISSN 1878-8750. - 179:(2023), pp. 492-499. [10.1016/j.wneu.2023.08.128] | 1-gen-2023 | Ponzio, Francesco + | ponzio 1-s2.0-S1878875023012421-main.pdf |
| Detection of Inferior Vena Cava in Ultrasound Scans through a Deep Learning Model / Policastro, P., Chiarion, G., Ponzio, F., Ermini, L., Civera, S., Albani, S., Musumeci, G., Roatta, S., Mesin, L.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 12:7(2023), pp. 1-13. [10.3390/electronics12071725] | 1-gen-2023 | Piero PolicastroGiovanni ChiarionFrancesco PonzioLeonardo ErminiStefania CiveraLuca Mesin + | electronics-12-01725.pdf |
| Improving CNNs classification with pathologist-based expertise: the renal cell carcinoma case study / Ponzio, F., Descombes, X., Ambrosetti, D.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 13:1(2023), p. 15887. [10.1038/s41598-023-42847-y] | 1-gen-2023 | Ponzio, Francesco + | ponzio s41598-023-42847-y.pdf |
| Radiomics for Differentiation of Pediatric Posterior Fossa Tumors: A Meta-Analysis and Systematic Review of the Literature / Garaba, A., Ponzio, F., Grasso, E.A., Brinjikji, W., Fontanella, M.M., De Maria, L.. - In: CANCERS. - ISSN 2072-6694. - 15:24(2023). [10.3390/cancers15245891] | 1-gen-2023 | Ponzio, Francesco + | ponzio cancers-15-05891-with-cover.pdf |
| W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality / Ponzio, F., Macii, E., Ficarra, E., Di Cataldo, S.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 214:(2023), p. 119121. [10.1016/j.eswa.2022.119121] | 1-gen-2023 | Ponzio, FrancescoMacii, EnricoFicarra, ElisaDi Cataldo, Santa | 1-s2.0-S095741742202139X-main.pdf; W2WNet__a_two_module_probabilistic_Convolutional_Neural_Network_with_embedded_data_cleansing_functionality.pdf |
| A Machine Learning Approach to Support Treatment Identification for Chiari I Malformation / Mesin, L., Ponzio, F., Francesco Carlino, C., Lenge, M., Noris, A., Carmela Leo, M., Sica, M., Mcgreevy, K., Leila Ahngar Fabrik, E., Giordano, F.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 12:18(2022), p. 9039. [10.3390/app12189039] | 1-gen-2022 | Luca MesinFrancesco Ponzio + | ChiariMalformation_ApplSci.pdf |
| e-Pupil: IoT-based Augmentative and Alternative Communication device exploiting the pupillary near-reflex / Chiarion, G., Ponzio, F., Terna, S., Moglia, C., Patti, E., DI CATALDO, S., Roatta, S.. - In: IEEE ACCESS. - ISSN 2169-3536. - 10:(2022), pp. 130078-130088. [10.1109/ACCESS.2022.3229143] | 1-gen-2022 | Giovanni ChiarionFrancesco PonzioEdoardo PattiSanta Di CataldoSilvestro Roatta + | CR_e-Pupil_IoT-Based_Augmentative_and_Alternative_Communication_Device_Exploiting_the_Pupillary_Near-Reflex.pdf |
| Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations / Mascolini, A., Cardamone, D., Ponzio, F., Di Cataldo, S., Ficarra, E.. - In: BMC BIOINFORMATICS. - ISSN 1471-2105. - 23:1(2022). [10.1186/s12859-022-04845-1] | 1-gen-2022 | Mascolini, AlessioPonzio, FrancescoDi Cataldo, Santa + | s12859-022-04845-1.pdf |
| A human-computer interface based on the “voluntary” pupil accommodative response / Ponzio, F., Villalobos, A.E.L., Mesin, L., De'Sperati, C., Roatta, S.. - In: INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES. - ISSN 1071-5819. - 126:(2019), pp. 53-63. [10.1016/j.ijhcs.2019.02.002] | 1-gen-2019 | Ponzio, FrancescoMesin, Luca + | post_print_versione_autore.pdf; A_human-computer_interface_based_on_the_voluntary_pupil_accommodativeresponse.pdf |
| Dealing with Lack of Training Data for Convolutional Neural Networks: The Case of Digital Pathology / Ponzio, F., Urgese, G., Ficarra, E., DI CATALDO, S.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 8:3(2019). [10.3390/electronics8030256] | 1-gen-2019 | Francesco PonzioGianvito UrgeseElisa FicarraSanta Di Cataldo | electronics-08-00256.pdf |