Archivio Istituzionale della RicercaBALESTRA, GABRIELLA
BALESTRA, GABRIELLA
Dipartimento di Elettronica e Telecomunicazioni
002054
Intelligent System for Automated Spheroid Segmentation Using Machine Learning
2025 Introvaia, Alessandra; Bezze, Andrea; Muccio, Sara; Mattu, Clara; Balestra, Gabriella
Usability-driven design of medical device APPs for telemonitoring of chronic patients
2025 Cannone, Silvia; Giordano, Noemi; Knaflitz, Marco; 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.
Automatic Segmentation of Multicellular Tumour Spheroids Images During Growing
2024 Introvaia, Alessandra; Muccio, Sara; Bezze, Andrea; Mattu, Clara; Balestra, Gabriella
Design of a Digital Twin of the Heart for the Management of Heart Failure Patients
2024 Scotto, Andrea; Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella
Education in Health Informatics: Perspectives from the Italian Society for Biomedical Informatics (SIBIM)
2024 Sacchi, Lucia; Balestra, Gabriella; Veltri, Pierangelo; Giacomini, Mauro
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Intelligent System for Automated Spheroid Segmentation Using Machine Learning / Introvaia, Alessandra; Bezze, Andrea; Muccio, Sara; Mattu, Clara; Balestra, Gabriella. - ELETTRONICO. - 327:(2025), pp. 557-561. ( 35th Medical Informatics Europe Conference - MIE 2025 Glasgow (UK) 19–21 May 2025) [10.3233/shti250399]. | 1-gen-2025 | Introvaia, AlessandraBezze, AndreaMuccio, SaraMattu, ClaraBalestra, Gabriella | SHTI-327-SHTI250399.pdf |
| Usability-driven design of medical device APPs for telemonitoring of chronic patients / Cannone, Silvia; Giordano, Noemi; Knaflitz, Marco; Balestra, Gabriella. - (2025), pp. 671-672. ( 2025 IEEE 13th International Conference on Healthcare Informatics (ICHI) Rende (Ita) 18-21 June 2025) [10.1109/ichi64645.2025.00092]. | 1-gen-2025 | Cannone, SilviaGiordano, NoemiKnaflitz, MarcoBalestra, Gabriella | 2025_ICHI_Cannone_2pgs.pdf; Usability-driven_design_of_medical_device_APPs_for_telemonitoring_of_chronic_patients.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 |
| Automatic Segmentation of Multicellular Tumour Spheroids Images During Growing / Introvaia, Alessandra; Muccio, Sara; Bezze, Andrea; Mattu, Clara; Balestra, Gabriella. - ELETTRONICO. - 321:(2024), pp. 230-234. ( European Federation for Medical Informatics Special Topic Conference (EFMI STC) 2024 - Collaboration across Disciplines for the Health of People, Animals and Ecosystems Timisoara (RO) 27 to 29 November 2024) [10.3233/shti241098]. | 1-gen-2024 | Introvaia, AlessandraMuccio, SaraBezze, AndreaMattu, ClaraBalestra, Gabriella | SHTI-321-SHTI241098.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. ( 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 |
| Education in Health Informatics: Perspectives from the Italian Society for Biomedical Informatics (SIBIM) / Sacchi, Lucia; Balestra, Gabriella; Veltri, Pierangelo; Giacomini, Mauro. - ELETTRONICO. - (2024), pp. 187-191. ( International Conference on Wearable Micro and Nano Technologies for Personalized Health Rende (Italy) 27-29 May, 2024) [10.3233/SHTI240091]. | 1-gen-2024 | Gabriella BALESTRA + | pHealth 2024 - SIBIM education in Italy.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. ( 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, Noemi; Cannone, Silvia; Balestra, Gabriella; Rosati, Samanta; Knaflitz, Marco. - 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, Noemi; Bolognini, Irene; Knaflitz, Marco; Rosati, Samanta; Balestra, Gabriella. - 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, Paolo; Salis, Francesca; Rosati, Samanta; Balestra, Gabriella; Cereatti, Andrea. - 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, Noemi; Rosati, Samanta; Balestra, Gabriella; Knaflitz, Marco. - 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, Noemi; Rosati, Samanta; Macario, Elisa; Luigia Spaccapietra, Maria; Balestra, Gabriella. - 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, Giulia; Marchiò, Caterina; Rosati, Samanta; Berrino, Enrico; Aquilano, Maria Costanza; Bonoldi, Emanuela; Balestra, Gabriella; Regge, Daniele; Giannini, Valentina. - (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, Jovana; Defeudis, Arianna; Mazzetti, Simone; Rosati, Samanta; Giannetto, Giuliana; Micilotta, Monica; Vassallo, Lorenzo; Gatti, Marco; Regge, Daniele; Balestra, Gabriella; Giannini, Valentina. - 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, Noemi; Balestra, Gabriella; Ghislieri, Marco; Knaflitz, Marco; Rosati, Samanta. - 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, Noemi; Rosati, Samanta; Knaflitz, Marco; Balestra, Gabriella. - 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 |