Archivio Istituzionale della RicercaROSATI, SAMANTA
ROSATI, SAMANTA
Dipartimento di Elettronica e Telecomunicazioni
017058
Data Warehouse to Support Clinical Trials in Dentistry
2026 Introvaia, Alessandra; Giordano, Noemi; Rosati, Samanta; Cannone, Silvia; Baima, Giacomo; Romano, Federica; Aimetti, Mario; Balestra, Gabriella
Integrating Radiomics and Machine Learning to Improve Fluorescence Image Segmentation in in vitro models
2026 Introvaia, Alessandra; Ruocco, Gerardina; Nicoletti, Letizia; Rosati, Samanta; Chiono, Valeria; Balestra, Gabriella
A Fully Automatic Multi-Vendor AI-System To Segment And Predict Resistance To Treatment Of Rectal Cancer On MRI
2024 Panic, J.; Defeudis, A.; Vassallo, L.; Cirillo, S.; Gatti, M.; Esposito, A.; Dell'Aversana, S.; Siena, S.; Vanzulli, A.; Regge, D.; Rosati, S.; Balestra, G.; Giannini, V.
Design of a Digital Twin of the Heart for the Management of Heart Failure Patients
2024 Scotto, Andrea; Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella
Personalized Detection of Motion Artifacts for Telemonitoring Applications
2024 Giordano, Noemi; Rosati, Samanta; Fortunato, Daniele; Knaflitz, Marco; Balestra, Gabriella
Separation of the Valvular Contribution to Heart Sounds through Blind Source Separation in Multi-Channel Phonocardiography
2024 Giordano, Noemi; Cannone, Silvia; Balestra, Gabriella; Rosati, Samanta; Knaflitz, Marco
Stratification of Heart Sounds Morphology Through Unsupervised Learning
2024 Giordano, Noemi; Bolognini, Irene; Knaflitz, Marco; Rosati, Samanta; Balestra, Gabriella
A machine learning approach for stride speed estimation based on a head-mounted IMU
2023 Tasca, Paolo; Salis, Francesca; Rosati, Samanta; Balestra, Gabriella; Cereatti, Andrea
Can Multi-source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis
2023 Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella; Knaflitz, Marco
Comparison between different approaches for the creation of the training set: how clustering and dimensionality impact the performance of a Deep Learning model
2023 Panic, J.; Defeudis, A.; Regge, D.; Balestra, G.; Rosati, S.; Giannini, V.
Design of a Service for the Management of Heart Failure Patients Using Telemedicine
2023 Giordano, Noemi; Rosati, Samanta; Macario, Elisa; Luigia Spaccapietra, Maria; Balestra, Gabriella
Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success
2023 Rosati, S.; Scotto, A.; Fanelli, V.; Balestra, G.
How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology
2023 Nicoletti, Giulia; Marchiò, Caterina; Rosati, Samanta; Berrino, Enrico; Aquilano, Maria Costanza; Bonoldi, Emanuela; Balestra, Gabriella; Regge, Daniele; Giannini, Valentina
Medical Device Software: From Requirements to Certification
2023 Giordano, N.; Rosati, S.; Balestra, G.
Usability of a multi-sensor array for the application of electro-phonocardiography in home care
2023 Giordano, N.; Balestra, G.; Rosati, S.; Knaflitz, M.
A fully automatic deep learning algorithm to segment Rectal Cancer on MR images: a multi-center study
2022 Panic, Jovana; Defeudis, Arianna; Mazzetti, Simone; Rosati, Samanta; Giannetto, Giuliana; Micilotta, Monica; Vassallo, Lorenzo; Gatti, Marco; Regge, Daniele; Balestra, Gabriella; Giannini, Valentina
Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography
2022 Giordano, Noemi; Balestra, Gabriella; Ghislieri, Marco; Knaflitz, Marco; Rosati, Samanta
Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography
2022 Giordano, Noemi; Rosati, Samanta; Knaflitz, Marco; Balestra, Gabriella
Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images
2022 Panic, Jovana; Giannini, Valentina; Defeudis, Arianna; Regge, Daniele; Balestra, Gabriella; Rosati, Samanta
Key Aspects to Teach Medical Device Software Certification
2022 Giordano, Noemi; Rosati, Samanta; Knaflitz, Marco; Balestra, Gabriella
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Data Warehouse to Support Clinical Trials in Dentistry / Introvaia, A., Giordano, N., Rosati, S., Cannone, S., Baima, G., Romano, F., Aimetti, M., Balestra, G.. - 336:(2026), pp. 1569-1570. (EFMI MIE 2026 Genova (Ita) 25-28 Maggio 2026) [10.3233/shti260475]. | 1-gen-2026 | Introvaia, AlessandraGiordano, NoemiRosati, SamantaCannone, SilviaBaima, GiacomoBalestra, Gabriella + | SHTI-336-SHTI260475.pdf |
| Integrating Radiomics and Machine Learning to Improve Fluorescence Image Segmentation in in vitro models / Introvaia, A., Ruocco, G., Nicoletti, L., Rosati, S., Chiono, V., Balestra, G.. - 336:(2026), pp. 143-147. (EFMI MIE 2026 Genova (Ita) 25-28 May 2026) [10.3233/shti260125]. | 1-gen-2026 | Introvaia, AlessandraRuocco, GerardinaNicoletti, LetiziaRosati, SamantaChiono, ValeriaBalestra, Gabriella | SHTI-336-SHTI260125.pdf |
| A Fully Automatic Multi-Vendor AI-System To Segment And Predict Resistance To Treatment Of Rectal Cancer On MRI / Panic, J., Defeudis, A., Vassallo, L., Cirillo, S., Gatti, M., Esposito, A., Dell'Aversana, S., Siena, S., Vanzulli, A., Regge, D., Rosati, S., Balestra, G., Giannini, V.. - ELETTRONICO. - (2024). (10th World Congress on New Technologies, NewTech 2024 Barcelona (Spa) August 25-27, 2024) [10.11159/icbb24.120]. | 1-gen-2024 | Panic J.Rosati S.Balestra G.Giannini V. + | 2024_World Congress on New Technologies_A Fully Automatic Multi-Vendor AI-System To Segment And Predict Resistance To Treatment Of Rectal Cancer On MRI.pdf |
| Design of a Digital Twin of the Heart for the Management of Heart Failure Patients / Scotto, A., Giordano, N., Rosati, S., Balestra, G.. - ELETTRONICO. - 316:(2024), pp. 875-876. (Medical Informatics Europe (MIE) 2024 Athens (Greece) 25-29 August 2024) [10.3233/shti240551]. | 1-gen-2024 | Scotto, AndreaGiordano, NoemiRosati, SamantaBalestra, Gabriella | SHTI-316-SHTI240551.pdf |
| Personalized Detection of Motion Artifacts for Telemonitoring Applications / Giordano, N., Rosati, S., Fortunato, D., Knaflitz, M., Balestra, G.. - ELETTRONICO. - 314:(2024), pp. 155-159. (pHealth 2024 Rende (Italy) 27-29 May 2024) [10.3233/shti240083]. | 1-gen-2024 | Giordano, NoemiRosati, SamantaFortunato, DanieleKnaflitz, MarcoBalestra, Gabriella | SHTI-314-SHTI240083.pdf |
| Separation of the Valvular Contribution to Heart Sounds through Blind Source Separation in Multi-Channel Phonocardiography / Giordano, N., Cannone, S., Balestra, G., Rosati, S., Knaflitz, M.. - In: COMPUTING IN CARDIOLOGY. - ISSN 2325-887X. - 51:(2024). (Computing in Cardiology Karlsruhe (Ger) 08-11 September 2024) [10.22489/cinc.2024.246]. | 1-gen-2024 | Giordano, NoemiCannone, SilviaBalestra, GabriellaRosati, SamantaKNAFLITZ, MARCO | [2024] Giordano, CinC.pdf |
| Stratification of Heart Sounds Morphology Through Unsupervised Learning / Giordano, N., Bolognini, I., Knaflitz, M., Rosati, S., Balestra, G.. - ELETTRONICO. - 316:(2024), pp. 889-893. (Medical Informatics Europe (MIE) Athens (Greece) 25-29 August 2024) [10.3233/shti240555]. | 1-gen-2024 | Giordano, NoemiBolognini, IreneKnaflitz, MarcoRosati, SamantaBalestra, Gabriella | SHTI-316-SHTI240555.pdf |
| A machine learning approach for stride speed estimation based on a head-mounted IMU / Tasca, P., Salis, F., Rosati, S., Balestra, G., Cereatti, A.. - ELETTRONICO. - (2023). (Eighth National Congress of Bioengineering, GNB Padova; Italy 21 - 23 Giugno 2023). | 1-gen-2023 | Tasca, PaoloRosati, SamantaBalestra, GabriellaCereatti, Andrea + | GNB2023_reviewed_19_04_2023.pdf |
| Can Multi-source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis / Giordano, N., Rosati, S., Balestra, G., Knaflitz, M.. - In: COMPUTING IN CARDIOLOGY. - ISSN 2325-887X. - ELETTRONICO. - 50:(2023), pp. 1-4. (Computing in Cardiology Atlanta (USA) 01-04 October 2023) [10.22489/CinC.2023.126]. | 1-gen-2023 | Giordano, NoemiRosati, SamantaBalestra, GabriellaKnaflitz, Marco | CinC2023-126.pdf; CinC23_fullpaper_revised2.pdf |
| Comparison between different approaches for the creation of the training set: how clustering and dimensionality impact the performance of a Deep Learning model / Panic, J., Defeudis, A., Regge, D., Balestra, G., Rosati, S., Giannini, V.. - (2023), pp. 393-396. (23rd IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2023 Dayton (USA) 04-06 December 2023) [10.1109/BIBE60311.2023.00070]. | 1-gen-2023 | Panic J.Balestra G.Rosati S.Giannini V. + | 2023_BIBE_Comparison_between_Different_Approaches_for_the_Creation_of_the_Training_Set_How_Clustering_and_Dimensionality_Impact_the_Performance_of_a_Deep_Learnin.pdf |
| Design of a Service for the Management of Heart Failure Patients Using Telemedicine / Giordano, N., Rosati, S., Macario, E., Luigia Spaccapietra, M., Balestra, G.. - ELETTRONICO. - 309:(2023), pp. 160-164. (Special Topic Conference (STC2023) Torino (Ita) 25 - 27 October 2023) [10.3233/SHTI230766]. | 1-gen-2023 | Noemi GiordanoSamanta RosatiGabriella Balestra + | SHTI-309-SHTI230766.pdf |
| Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success / Rosati, S., Scotto, A., Fanelli, V., Balestra, G.. - 302:(2023), pp. 566-570. (Medical Informatics Europe 2023 Gothenburg (Sweden) 22-25 May 2023) [10.3233/SHTI230206]. | 1-gen-2023 | Rosati S.Scotto A.Balestra G. + | 2023_MIE_Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success.pdf |
| How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology / Nicoletti, G., Marchiò, C., Rosati, S., Berrino, E., Aquilano, M.C., Bonoldi, E., Balestra, G., Regge, D., Giannini, V.. - (2023), pp. 333-337. (23rd IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2023 Dayton (USA) 04-06 December 2023) [10.1109/bibe60311.2023.00061]. | 1-gen-2023 | Nicoletti, GiuliaRosati, SamantaBalestra, GabriellaGiannini, Valentina + | 2023_BIBE_How_Do_Norms_and_Noise_Impact_Clustering_Results_A_Robustness_Analysis_Applied_to_Digital_Pathology.pdf |
| Medical Device Software: From Requirements to Certification / Giordano, N., Rosati, S., Balestra, G.. - ELETTRONICO. - 309:(2023), pp. 139-140. (Special Topic Conference (STC2023) Torino (Ita) 25 - 27 October 2023) [10.3233/SHTI230760]. | 1-gen-2023 | Giordano N.Rosati S.Balestra G. | SHTI-309-SHTI230760.pdf |
| Usability of a multi-sensor array for the application of electro-phonocardiography in home care / Giordano, N., Balestra, G., Rosati, S., Knaflitz, M.. - ELETTRONICO. - (2023). (8th National Congress of Bioengineering, GNB 2023 Padova (Italy) June 21-23, 2023). | 1-gen-2023 | Giordano N.Balestra G.Rosati S.Knaflitz M. | GNB23_FINAL_v02.pdf |
| A fully automatic deep learning algorithm to segment Rectal Cancer on MR images: a multi-center study / Panic, J., Defeudis, A., Mazzetti, S., Rosati, S., Giannetto, G., Micilotta, M., Vassallo, L., Gatti, M., Regge, D., Balestra, G., Giannini, V.. - ELETTRONICO. - (2022), pp. 5066-5069. (44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22) Glasgow, United Kingdom 11-15 July, 2022) [10.1109/EMBC48229.2022.9871326]. | 1-gen-2022 | Jovana PanicSamanta RosatiGabriella BalestraValentina Giannini + | Manusctipt_DEF_2022_FINAL.pdf; A_fully_automatic_deep_learning_algorithm_to_segment_rectal_Cancer_on_MR_images_a_multi-center_study.pdf |
| Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography / Giordano, N., Balestra, G., Ghislieri, M., Knaflitz, M., Rosati, S.. - In: COMPUTING IN CARDIOLOGY. - ISSN 2325-887X. - ELETTRONICO. - 49:(2022), pp. 1-4. (Computing in Cardiology Tampere, Finland 04-07 September 2022) [10.22489/CinC.2022.088]. | 1-gen-2022 | Noemi GiordanoGabriella BalestraMarco GhislieriMarco KnaflitzSamanta Rosati | CinC Full Paper FINAL.pdf; Giordano-Automatic.pdf |
| Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography / Giordano, N., Rosati, S., Knaflitz, M., Balestra, G.. - ELETTRONICO. - (2022), pp. 1-6. (2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Giardini Naxos - Taormina, Italy 22-24 June 2022) [10.1109/MeMeA54994.2022.9856547]. | 1-gen-2022 | Giordano, NoemiRosati, SamantaKnaflitz, MarcoBalestra, Gabriella | Comparison_of_Hierarchical_and_Partitional_Clustering_in_Multi-Source_Phonocardiography.pdf; 1570790155 final.pdf |
| Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images / Panic, J., Giannini, V., Defeudis, A., Regge, D., Balestra, G., Rosati, S.. - ELETTRONICO. - (2022), pp. 1-6. (2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Giardini Naxos - Taormina, Italy 22-24 June, 2022) [10.1109/MeMeA54994.2022.9856529]. | 1-gen-2022 | Jovana PanicValentina GianniniGabriella BalestraSamanta Rosati + | FinalManuscript.pdf; Rosati-Impact.pdf |
| Key Aspects to Teach Medical Device Software Certification / Giordano, N., Rosati, S., Knaflitz, M., Balestra, G.. - ELETTRONICO. - (2022), pp. 159-160. (EFMI Special Topic Conference 2022 Cardiff, Wales 7-8 September 2022) [10.3233/SHTI220928]. | 1-gen-2022 | Giordano, NoemiRosati, SamantaKnaflitz, MarcoBalestra, Gabriella | SHTI-298-SHTI220928.pdf |