Archivio Istituzionale della RicercaDI CATALDO, SANTA
DI CATALDO, SANTA
Dipartimento di Automatica e Informatica
019491
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
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality
2023 Ponzio, Francesco; Macii, Enrico; Ficarra, Elisa; Di Cataldo, Santa
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
In-situ defect detection of metal Additive Manufacturing: an integrated framework
2022 Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; Chen, Yukai; Macii, Alberto; Patti, Edoardo; Di Cataldo, Santa
Flexible on-line reconfiguration of multi-core neuromorphic platforms
2021 Barchi, Francesco; Urgese, Gianvito; Siino, Alessandro; Di Cataldo, Santa; Macii, Enrico; Acquaviva, Andrea
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution
2021 Cataldo, Santa Di; Lee, Sukhan; Macii, Enrico; Vogel-Heuser, Birgit
Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays
2021 Jahier Pagliari, Daniele; Di Cataldo, Santa; Patti, Edoardo; Macii, Alberto; Macii, Enrico; Poncino, Massimo
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions
2021 DI CATALDO, Santa; Vinco, Sara; Urgese, Gianvito; Calignano, Flaviana; Ficarra, Elisa; Macii, Alberto; Macii, Enrico
BioSeqZip: a collapser of NGS redundant reads for the optimisation of sequence analysis
2020 Urgese, Gianvito; Parisi, Emanuele; Scicolone, Orazio; Di Cataldo, Santa; Ficarra, Elisa
Cytoarchitectural analysis of the neuron-to-glia association in the dorsal root ganglia of normal and diabetic mice
2020 Ciglieri, Elisa; Vacca, Maurizia; Ferrini, Francesco; Atteya, Mona A; Aimar, Patrizia; Ficarra, Elisa; Di Cataldo, Santa; Merighi, Adalberto; Salio, Chiara
DEEPrior: a deep learning tool for the prioritization of gene fusions
2020 Lovino, Marta; Ciaburri, Maria Serena; Urgese, Gianvito; Di Cataldo, Santa; Ficarra, Elisa
A Deep Learning Approach to the Screening of Oncogenic Gene Fusions in Humans
2019 Lovino, Marta; Urgese, Gianvito; Macii, Enrico; Di Cataldo, Santa; Ficarra, Elisa
A Multi-Patient Data Driven Approach to Blood Glucose Prediction
2019 Aliberti, Alessandro; Pupillo, Irene; Terna, Stefano; Macii, Enrico; Di Cataldo, Santa; Patti, Edoardo; Acquaviva, Andrea
A Non-Linear Autoregressive Model for Indoor Air-Temperature Predictions in Smart Buildings
2019 Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Enrico; Di Cataldo, Santa; Acquaviva, Andrea; Patti, Edoardo
A SystemC-AMS Framework for the Design and Simulation of Energy Management in Electric Vehicles
2019 Chen, Yukai; Baek, Donkyu; Kim, Jaemin; DI CATALDO, Santa; Chang, Naehyuck; Macii, Enrico; Vinco, Sara; Poncino, Massimo
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles
2019 Baek, Donkyu; Chen, Yukai; Bocca, Alberto; Bottaccioli, Lorenzo; DI CATALDO, Santa; Gatteschi, Valentina; JAHIER PAGLIARI, Daniele; Patti, Edoardo; Urgese, Gianvito; Chang, Naehyuck; Macii, Alberto; Macii, Enrico; Montuschi, Paolo; Poncino, Massimo
| 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, S.M.M., Hannetel, P., Di Cataldo, S., Descombes, X., Sibony, M., Decaussin, M., Ponzio, F., Ambrosetti, D.. - 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 |
| 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 |
| 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 |
| In-situ defect detection of metal Additive Manufacturing: an integrated framework / Cannizzaro, D., Varrella, A.G., Paradiso, S., Sampieri, R., Chen, Y., Macii, A., Patti, E., Di Cataldo, S.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 10:1(2022), pp. 74-86. [10.1109/TETC.2021.3108844] | 1-gen-2022 | Cannizzaro, DavideParadiso, StefanoChen, YukaiMacii, AlbertoPatti, EdoardoDi Cataldo, Santa + | TETC_Additive_platform.pdf; In-Situ_Defect_Detection_of_Metal_Additive_Manufacturing_An_Integrated_Framework.pdf |
| Flexible on-line reconfiguration of multi-core neuromorphic platforms / Barchi, F., Urgese, G., Siino, A., Di Cataldo, S., Macii, E., Acquaviva, A.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - ELETTRONICO. - 9:2(2021), pp. 915-927. [10.1109/TETC.2019.2908079] | 1-gen-2021 | Barchi, FrancescoUrgese, GianvitoSIINO, ALESSANDRODi Cataldo, SantaMacii, EnricoAcquaviva, Andrea | document_pre_print.pdf; Flexible_On-Line_Reconfiguration_of_Multi-Core_Neuromorphic_Platforms.pdf |
| Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution / Cataldo, S.D., Lee, S., Macii, E., Vogel-Heuser, B.. - In: PROCEEDINGS OF THE IEEE. - ISSN 0018-9219. - ELETTRONICO. - 109:4(2021), pp. 320-325. [10.1109/JPROC.2021.3064103] | 1-gen-2021 | Cataldo, Santa DiMacii, Enrico + | 09383830.pdf |
| Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays / Jahier Pagliari, D., Di Cataldo, S., Patti, E., Macii, A., Macii, E., Poncino, M.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 9:3(2021), pp. 1625-1636. [10.1109/TETC.2019.2908257] | 1-gen-2021 | Jahier Pagliari, DanieleDi Cataldo, SantaPatti, EdoardoMacii, AlbertoMacii, EnricoPoncino, Massimo | TETC_Journal_OLED.pdf; Low-Overhead_Adaptive_Brightness_Scaling_for_Energy_Reduction_in_OLED_Displays.pdf |
| Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions / DI CATALDO, S., Vinco, S., Urgese, G., Calignano, F., Ficarra, E., Macii, A., Macii, E.. - In: PROCEEDINGS OF THE IEEE. - ISSN 0018-9219. - ELETTRONICO. - 109:4(2021), pp. 326-346. [10.1109/JPROC.2021.3054628] | 1-gen-2021 | Santa Di CataldoSara VincoGianvito UrgeseFlaviana CalignanoElisa FicarraAlberto MaciiEnrico Macii | FINAL VERSION.pdf; 09347446.pdf |
| BioSeqZip: a collapser of NGS redundant reads for the optimisation of sequence analysis / Urgese, G., Parisi, E., Scicolone, O., Di Cataldo, S., Ficarra, E.. - In: BIOINFORMATICS. - ISSN 1367-4803. - ELETTRONICO. - 36:9(2020), pp. 2705-2711. [10.1093/bioinformatics/btaa051] | 1-gen-2020 | Urgese, GianvitoParisi, EmanueleScicolone, OrazioDi Cataldo, SantaFicarra, Elisa | bioinformatics_36_9_2705.pdf |
| Cytoarchitectural analysis of the neuron-to-glia association in the dorsal root ganglia of normal and diabetic mice / Ciglieri, E., Vacca, M., Ferrini, F., Atteya, M.A., Aimar, P., Ficarra, E., Di Cataldo, S., Merighi, A., Salio, C.. - In: JOURNAL OF ANATOMY. - ISSN 0021-8782. - 267:5(2020), pp. 988-997. [10.1111/joa.13252] | 1-gen-2020 | Ficarra, ElisaDi Cataldo, Santa + | JANAT-2020-0197.R1_Proof_hi.pdf; Journal of Anatomy - 2020 - Ciglieri - Cytoarchitectural analysis of the neuron‐to‐glia association in the dorsal root.pdf |
| DEEPrior: a deep learning tool for the prioritization of gene fusions / Lovino, M., Ciaburri, M.S., Urgese, G., Di Cataldo, S., Ficarra, E.. - In: BIOINFORMATICS. - ISSN 1367-4803. - ELETTRONICO. - 36:10(2020), pp. 3248-3250. [10.1093/bioinformatics/btaa069] | 1-gen-2020 | Lovino, MartaCiaburri, Maria SerenaUrgese, GianvitoDi Cataldo, SantaFicarra, Elisa | bioinformatics_36_10_3248.pdf |
| A Deep Learning Approach to the Screening of Oncogenic Gene Fusions in Humans / Lovino, M., Urgese, G., Macii, E., Di Cataldo, S., Ficarra, E.. - In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES. - ISSN 1422-0067. - ELETTRONICO. - 20:7(2019), pp. 1-13. [10.3390/ijms20071645] | 1-gen-2019 | Lovino, MartaUrgese, GianvitoMacii, EnricoDi Cataldo, SantaFicarra, Elisa | ijms-20-01645-v2.pdf |
| A Multi-Patient Data Driven Approach to Blood Glucose Prediction / Aliberti, A., Pupillo, I., Terna, S., Macii, E., Di Cataldo, S., Patti, E., Acquaviva, A.. - In: IEEE ACCESS. - ISSN 2169-3536. - 7:1(2019), pp. 69311-69325. [10.1109/ACCESS.2019.2919184] | 1-gen-2019 | Aliberti, AlessandroMacii, EnricoDi Cataldo, SantaPatti, EdoardoAcquaviva, Andrea + | ACCESS2919184.pdf |
| A Non-Linear Autoregressive Model for Indoor Air-Temperature Predictions in Smart Buildings / Aliberti, A., Bottaccioli, L., Macii, E., Di Cataldo, S., Acquaviva, A., Patti, E.. - In: ELECTRONICS. - ISSN 2079-9292. - 8:9(2019), pp. 979-995. [10.3390/electronics8090979] | 1-gen-2019 | Aliberti, AlessandroBottaccioli, LorenzoMacii, EnricoDi Cataldo, SantaAcquaviva, AndreaPatti, Edoardo | electronics-08-00979.pdf |
| A SystemC-AMS Framework for the Design and Simulation of Energy Management in Electric Vehicles / Chen, Y., Baek, D., Kim, J., DI CATALDO, S., Chang, N., Macii, E., Vinco, S., Poncino, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - 7:(2019), pp. 25779-25791. [10.1109/ACCESS.2019.2900505] | 1-gen-2019 | YUKAI CHENDONKYU BAEKSANTA DI CATALDOENRICO MACIISARA VINCOMASSIMO PONCINO + | 08648435.pdf |
| Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles / Baek, D., Chen, Y., Bocca, A., Bottaccioli, L., DI CATALDO, S., Gatteschi, V., JAHIER PAGLIARI, D., Patti, E., Urgese, G., Chang, N., Macii, A., Macii, E., Montuschi, P., Poncino, M.. - In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. - ISSN 0018-9545. - ELETTRONICO. - 68:6(2019), pp. 5471-5482. [10.1109/TVT.2019.2910452] | 1-gen-2019 | Donkyu BaekYukai ChenAlberto BoccaLorenzo BottaccioliSanta Di CataldoValentina GatteschiDaniele Jahier PagliariEdoardo PattiGianvito UrgeseAlberto MaciiEnrico MaciiPaolo MontuschiMassimo Poncino + | TVT2019.pdf; IEEE_TVT_Battery_Aware-compresso.pdf |