Archivio Istituzionale della RicercaROSATI, SAMANTA
ROSATI, SAMANTA
Dipartimento di Elettronica e Telecomunicazioni
017058
Estimating Gait Speed in the Real World With a Head-Worn Inertial Sensor
2025 Tasca, P.; Salis, F.; Rosati, S.; Balestra, G.; Mazza, C.; Cereatti, A.
Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting
2025 Panic, Jovana; Defeudis, Arianna; Vassallo, Lorenzo; Cirillo, Stefano; Gatti, Marco; Sghedoni, Roberto; Avanzo, Michele; Vanzulli, Angelo; Sorrentino, Luca; Boldrini, Luca; Tran, Huong Elena; Chiloiro, Giuditta; D'Agostino, Giuseppe Roberto; Menghi, Enrico; Fusco, Roberta; Petrillo, Antonella; Granata, Vincenza; Mori, Martina; Fiorino, Claudio; Jereczek‐fossa, Barbara Alicja; Gerardi, Marianna Alessandra; Dell'Aversana, Serena; Esposito, Antonio; Regge, Daniele; Rosati, Samanta; Balestra, Gabriella; Giannini, Valentina
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.
Acquisition Devices for Fetal Phonocardiography: A Scoping Review
2024 Giordano, Noemi; Sbrollini, Agnese; Morettini, Micaela; Rosati, Samanta; Balestra, Gabriella; Gambi, Ennio; Knaflitz, Marco; Burattini, Laura
An open-source toolbox for enhancing the assessment of muscle activation patterns during cyclical movements
2024 Dotti, Gregorio; Ghislieri, Marco; Castagneri, Cristina; Agostini, Valentina; Knaflitz, Marco; Balestra, Gabriella; Rosati, Samanta
Design of a Digital Twin of the Heart for the Management of Heart Failure Patients
2024 Scotto, Andrea; Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella
MultiTrans: Multi-branch transformer network for medical image segmentation
2024 Zhang, Yanhua; Balestra, Gabriella; Zhang, Ke; Wang, Jingyu; Rosati, Samanta; Giannini, Valentina
Personalized Detection of Motion Artifacts for Telemonitoring Applications
2024 Giordano, Noemi; Rosati, Samanta; Fortunato, Daniele; Knaflitz, Marco; Balestra, Gabriella
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
A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare
2023 Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella; Knaflitz, Marco
Active bone marrow segmentation based on computed tomography imaging in anal cancer patients: A machine-learning-based proof of concept
2023 Fiandra, C.; Rosati, S.; Arcadipane, F.; Dinapoli, N.; Fato, M.; Franco, P.; Gallio, E.; Scaffidi Gennarino, D.; Silvetti, P.; Zara, S.; Ricardi, U.; Balestra, G.
A modified Rives–Stoppa technique with composite mesh (FLaPp) in large incisional hernia: a multicentric retrospective cohort study
2023 Fei, Landino; Munegato, Gabriele; Allaria, Alfredo; Catauro, Antonio; Rosati, Samanta; Giordano, Flavio; Balestra, Gabriella; Docimo, Ludovico; Gambardella, Claudio
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.
Could normalization improve robustness of abdominal MRI radiomic features?
2023 Giannini, Valentina; Panic, Jovana; Regge, Daniele; Balestra, Gabriella; Rosati, Samanta
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
Machine-Learning-Based Tool to Predict Target Prostate Biopsy Outcomes: An Internal Validation Study
2023 Checcucci, Enrico; Rosati, Samanta; De Cillis, Sabrina; Giordano, Noemi; Volpi, Gabriele; Granato, Stefano; Zamengo, Davide; Verri, Paolo; Amparore, Daniele; De Luca, Stefano; Manfredi, Matteo; Fiori, Cristian; Di Dio, Michele; Balestra, Gabriella; Porpiglia, Francesco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Estimating Gait Speed in the Real World With a Head-Worn Inertial Sensor / Tasca, P.; Salis, F.; Rosati, S.; Balestra, G.; Mazza, C.; Cereatti, A.. - In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. - ISSN 1534-4320. - ELETTRONICO. - 33:(2025), pp. 858-867. [10.1109/TNSRE.2025.3542568] | 1-gen-2025 | Tasca P.Salis F.Rosati S.Balestra G.Mazza C.Cereatti A. | 2025_Estimating_Gait_Speed_in_the_Real_World_With_a_Head-Worn_Inertial_Sensor.pdf |
| Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi‐Center Setting / Panic, Jovana; Defeudis, Arianna; Vassallo, Lorenzo; Cirillo, Stefano; Gatti, Marco; Sghedoni, Roberto; Avanzo, Michele; Vanzulli, Angelo; Sorrentino, Luca; Boldrini, Luca; Tran, Huong Elena; Chiloiro, Giuditta; D'Agostino, Giuseppe Roberto; Menghi, Enrico; Fusco, Roberta; Petrillo, Antonella; Granata, Vincenza; Mori, Martina; Fiorino, Claudio; Jereczek‐fossa, Barbara Alicja; Gerardi, Marianna Alessandra; Dell'Aversana, Serena; Esposito, Antonio; Regge, Daniele; Rosati, Samanta; Balestra, Gabriella; Giannini, Valentina. - In: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. - ISSN 0899-9457. - ELETTRONICO. - 35:3(2025). [10.1002/ima.70076] | 1-gen-2025 | Panic, JovanaRosati, SamantaBalestra, GabriellaGiannini, Valentina + | Int J Imaging Syst Tech - 2025 - Panic - Rectal Cancer Segmentation A Methodical Approach for Generalizable Deep Learning.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). (Intervento presentato al convegno 10th World Congress on New Technologies, NewTech 2024 tenutosi a Barcelona (Spa) nel 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 |
| Acquisition Devices for Fetal Phonocardiography: A Scoping Review / Giordano, Noemi; Sbrollini, Agnese; Morettini, Micaela; Rosati, Samanta; Balestra, Gabriella; Gambi, Ennio; Knaflitz, Marco; Burattini, Laura. - In: BIOENGINEERING. - ISSN 2306-5354. - ELETTRONICO. - 11:4(2024). [10.3390/bioengineering11040367] | 1-gen-2024 | Giordano, NoemiRosati, SamantaBalestra, GabriellaKnaflitz, Marco + | Giordano-Acquisition.pdf |
| An open-source toolbox for enhancing the assessment of muscle activation patterns during cyclical movements / Dotti, Gregorio; Ghislieri, Marco; Castagneri, Cristina; Agostini, Valentina; Knaflitz, Marco; Balestra, Gabriella; Rosati, Samanta. - In: PHYSIOLOGICAL MEASUREMENT. - ISSN 0967-3334. - ELETTRONICO. - 45:(2024). [10.1088/1361-6579/ad814f] | 1-gen-2024 | Gregorio DottiMarco GhislieriCristina CastagneriValentina AgostiniMarco KnaflitzGabriella BalestraSamanta Rosati | draft_Proof_hi.pdf; Dotti+et+al_2024_Physiol._Meas._10.1088_1361-6579_ad814f.pdf; Dotti_2024_Physiol._Meas._45_105004.pdf |
| Design of a Digital Twin of the Heart for the Management of Heart Failure Patients / Scotto, Andrea; Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella. - ELETTRONICO. - 316:(2024), pp. 875-876. (Intervento presentato al convegno Medical Informatics Europe (MIE) 2024 tenutosi a Athens (Greece) nel 25-29 August 2024) [10.3233/shti240551]. | 1-gen-2024 | Scotto, AndreaGiordano, NoemiRosati, SamantaBalestra, Gabriella | SHTI-316-SHTI240551.pdf |
| MultiTrans: Multi-branch transformer network for medical image segmentation / Zhang, Yanhua; Balestra, Gabriella; Zhang, Ke; Wang, Jingyu; Rosati, Samanta; Giannini, Valentina. - In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. - ISSN 0169-2607. - ELETTRONICO. - 254:(2024). [10.1016/j.cmpb.2024.108280] | 1-gen-2024 | Yanhua ZhangGabriella BalestraSamanta RosatiValentina Giannini + | articolo HUA.pdf; MultiTrans_Extension_Elsevier_V20 versione finale.pdf |
| Personalized Detection of Motion Artifacts for Telemonitoring Applications / Giordano, Noemi; Rosati, Samanta; Fortunato, Daniele; Knaflitz, Marco; Balestra, Gabriella. - ELETTRONICO. - 314:(2024), pp. 155-159. (Intervento presentato al convegno pHealth 2024 tenutosi a Rende (Italy) nel 27-29 May 2024) [10.3233/shti240083]. | 1-gen-2024 | Giordano, NoemiRosati, SamantaFortunato, DanieleKnaflitz, MarcoBalestra, Gabriella | SHTI-314-SHTI240083.pdf |
| Stratification of Heart Sounds Morphology Through Unsupervised Learning / Giordano, Noemi; Bolognini, Irene; Knaflitz, Marco; Rosati, Samanta; Balestra, Gabriella. - ELETTRONICO. - 316:(2024), pp. 889-893. (Intervento presentato al convegno Medical Informatics Europe (MIE) tenutosi a Athens (Greece) nel 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, Paolo; Salis, Francesca; Rosati, Samanta; Balestra, Gabriella; Cereatti, Andrea. - ELETTRONICO. - (2023). (Intervento presentato al convegno Eighth National Congress of Bioengineering, GNB tenutosi a Padova; Italy nel 21 - 23 Giugno 2023). | 1-gen-2023 | Tasca, PaoloRosati, SamantaBalestra, GabriellaCereatti, Andrea + | GNB2023_reviewed_19_04_2023.pdf |
| A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare / Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella; Knaflitz, Marco. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 23:13(2023). [10.3390/s23136241] | 1-gen-2023 | Noemi GiordanoSamanta RosatiGabriella BalestraMarco Knaflitz | sensors-23-06241-v2.pdf |
| Active bone marrow segmentation based on computed tomography imaging in anal cancer patients: A machine-learning-based proof of concept / Fiandra, C.; Rosati, S.; Arcadipane, F.; Dinapoli, N.; Fato, M.; Franco, P.; Gallio, E.; Scaffidi Gennarino, D.; Silvetti, P.; Zara, S.; Ricardi, U.; Balestra, G.. - In: PHYSICA MEDICA. - ISSN 1120-1797. - ELETTRONICO. - 113:(2023). [10.1016/j.ejmp.2023.102657] | 1-gen-2023 | Rosati S.Balestra G. + | 2023_Active bone marrow segmentation based on computed tomography imaging in anal cancer patients_A machine-learning-based proof of concept.pdf; Rosati-Active-AAM.pdf |
| A modified Rives–Stoppa technique with composite mesh (FLaPp) in large incisional hernia: a multicentric retrospective cohort study / Fei, Landino; Munegato, Gabriele; Allaria, Alfredo; Catauro, Antonio; Rosati, Samanta; Giordano, Flavio; Balestra, Gabriella; Docimo, Ludovico; Gambardella, Claudio. - In: EUROPEAN SURGERY. - ISSN 1682-8631. - ELETTRONICO. - (2023). [10.1007/s10353-023-00805-y] | 1-gen-2023 | Rosati, SamantaBalestra, Gabriella + | 2023_a modified rivers-stoppa technique with composite mesh (flapp) in large incisional hernia_a multicentric retrospective cohort study.pdf |
| Can Multi-source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis / Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella; Knaflitz, Marco. - In: COMPUTING IN CARDIOLOGY. - ISSN 2325-887X. - ELETTRONICO. - 50:(2023), pp. 1-4. (Intervento presentato al convegno Computing in Cardiology tenutosi a Atlanta (USA) nel 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. (Intervento presentato al convegno 23rd IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2023 tenutosi a Dayton (USA) nel 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 |
| Could normalization improve robustness of abdominal MRI radiomic features? / Giannini, Valentina; Panic, Jovana; Regge, Daniele; Balestra, Gabriella; Rosati, Samanta. - In: BIOMEDICAL PHYSICS & ENGINEERING EXPRESS. - ISSN 2057-1976. - ELETTRONICO. - 9:5(2023). [10.1088/2057-1976/ace4ce] | 1-gen-2023 | Valentina GianniniJovana PanicGabriella BalestraSamanta Rosati + | 2023_Could normalization improve robustness of abdominal MRI radiomic features.pdf |
| Design of a Service for the Management of Heart Failure Patients Using Telemedicine / Giordano, Noemi; Rosati, Samanta; Macario, Elisa; Luigia Spaccapietra, Maria; Balestra, Gabriella (STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS). - In: Telehealth Ecosystems in PracticeSTAMPA. - [s.l] : IOS Press, 2023. - ISBN 978-1-64368-450-5. - pp. 160-164 [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. (Intervento presentato al convegno Medical Informatics Europe 2023 tenutosi a Gothenburg (Sweden) nel 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, Giulia; Marchiò, Caterina; Rosati, Samanta; Berrino, Enrico; Aquilano, Maria Costanza; Bonoldi, Emanuela; Balestra, Gabriella; Regge, Daniele; Giannini, Valentina. - (2023), pp. 333-337. (Intervento presentato al convegno 23rd IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2023 tenutosi a Dayton (USA) nel 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 |
| Machine-Learning-Based Tool to Predict Target Prostate Biopsy Outcomes: An Internal Validation Study / Checcucci, Enrico; Rosati, Samanta; De Cillis, Sabrina; Giordano, Noemi; Volpi, Gabriele; Granato, Stefano; Zamengo, Davide; Verri, Paolo; Amparore, Daniele; De Luca, Stefano; Manfredi, Matteo; Fiori, Cristian; Di Dio, Michele; Balestra, Gabriella; Porpiglia, Francesco. - In: JOURNAL OF CLINICAL MEDICINE. - ISSN 2077-0383. - ELETTRONICO. - 12:13(2023). [10.3390/jcm12134358] | 1-gen-2023 | Rosati, SamantaGiordano, NoemiBalestra, Gabriella + | 2023_Machine-Learning-Based Tool to Predict Target Prostate Biopsy Outcomes_An Internal Validation Study.pdf |