Samanta Rosati

Open badges

• Learning to Teach with Innovative Teaching Project (L2T_ITP)
  Issued by Politecnico di Torino on 16-02-2023
• Learning to Teach (L2T)
  Issued by Politecnico di Torino on 16-02-2023

• Effective member - SIBIM - SOCIETA' SCIENTIFICA ITALIANA DI INFORMATICA BIOMEDICA, Italia (2018-)

• Collegio di Ingegneria Biomedica. Componente

PhD

• Data mining for the analysis of clinical studies. A.A. 2024/25, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant
• Clinical indicators for patient care. A.A. 2023/24, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Main teacher
• Data mining for the analysis of clinical studies. A.A. 2022/23, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant
• Data mining in healthcare and biomedicine. A.A. 2021/22, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant
• Data mining for the analysis of clinical studies. A.A. 2020/21, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant

Master of Science

• Data science in medicina. A.A. 2024/25, INGEGNERIA BIOMEDICA. Titolare del corso
• Decision aid for personalized patient care. A.A. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Intelligenza artificiale in medicina. A.A. 2024/25, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Intelligenza artificiale in medicina. A.A. 2024/25, INGEGNERIA BIOMEDICA. Titolare del corso
• Intelligenza artificiale in medicina. A.A. 2023/24, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Intelligenza artificiale in medicina. A.A. 2023/24, INGEGNERIA BIOMEDICA. Titolare del corso
• Data science in medicina. A.A. 2023/24, INGEGNERIA BIOMEDICA. Titolare del corso
• Intelligenza artificiale in medicina. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Intelligenza artificiale in medicina. A.A. 2022/23, INGEGNERIA BIOMEDICA. Titolare del corso
• Data science in medicina. A.A. 2022/23, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Intelligenza artificiale in medicina. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Data science in medicina. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Intelligenza artificiale in medicina. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Classificazione e interpretazione di dati biomedici. A.A. 2019/20, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Clinical informatics. A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Classificazione e interpretazione di dati biomedici. A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Progettazione di software medicali/Telemedicina (modulo di Progettazione di software medicali). A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso

• Biomedical signal and image processing and classification (DET)
• Clinical studies (DET)
• Computer Aided Diagnosis (CAD) systems (DET)
• Human motion analysis (DET)
• Medical software (DET)

• Biolab: Biomedical Engineering Group (DET)

Projects funded by competitive calls

• Gum-Gut - The microbiome along the gum-gut axis: biobank creation, multiOMICS phenotyping and effect of periodontal treatment (the Gum-Gut Project)., (2023-2025) - Componente gruppo di Ricerca
  PNRR – Mission 4

• Andrea Scotto. Programme in Intelligenza Artificiale (38^th cycle, 2022-in progress)
• Gregorio Dotti. Programme in Bioingegneria E Scienze Medico-chirurgiche (37^th cycle, 2021-in progress)
  Research subject: Machine Learning for EMG Pattern Analysis
  
  Biomedical signal and image processing
  Biomedical signal and image processing
  Biomedical signal and image processing
• Giulia Nicoletti. Programme in Bioingegneria E Scienze Medico-chirurgiche (37^th cycle, 2021-in progress)
  Research subject: Radio-pathomics for personalized chemotherapy treatment
  
  Computer Science
  ICT and smart sensors for eHealth
  Biomedical signal and image processing
  Computer Science
  ICT and smart sensors for eHealth
  Biomedical signal and image processing
  Computer Science
  ICT and smart sensors for eHealth
  Biomedical signal and image processing
• Yanhua Zhang. Programme in Bioingegneria E Scienze Medico-chirurgiche (37^th cycle, 2021-in progress)
• Jovana Panic. Programme in Bioingegneria E Scienze Medico-chirurgiche (36^th cycle, 2020-2024)
  Thesis: How to Design, Implement, and Validate MRI-based Artificial Intelligence Systems for Oncological applications
  
  Biomedical signal and image processing
  Biomedical signal and image processing

• Giordano, Noemi; Sbrollini, Agnese; Morettini, Micaela; Rosati, Samanta; Balestra, ... (2024)
  Acquisition Devices for Fetal Phonocardiography: A Scoping Review. In: BIOENGINEERING, vol. 11. ISSN 2306-5354
  Contributo su Rivista
• Dotti, Gregorio; Ghislieri, Marco; Castagneri, Cristina; Agostini, Valentina; Knaflitz, ... (2024)
  An open-source toolbox for enhancing the assessment of muscle activation patterns during cyclical movements. In: PHYSIOLOGICAL MEASUREMENT, vol. 45. ISSN 0967-3334
  Contributo su Rivista
• Zhang, Yanhua; Balestra, Gabriella; Zhang, Ke; Wang, Jingyu; Rosati, Samanta; Giannini, ... (2024)
  MultiTrans: Multi-branch transformer network for medical image segmentation. In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol. 254. ISSN 0169-2607
  Contributo su Rivista
• Giordano, Noemi; Bolognini, Irene; Knaflitz, Marco; Rosati, Samanta; Balestra, Gabriella (2024)
  Stratification of Heart Sounds Morphology Through Unsupervised Learning. In: Medical Informatics Europe (MIE), Athens (Greece), 25-29 August 2024, pp. 889-893. ISSN 0926-9630. ISBN: 9781643685335
  Contributo in Atti di Convegno (Proceeding)
• Scotto, Andrea; Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella (2024)
  Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. In: Medical Informatics Europe (MIE) 2024, Athens (Greece), 25-29 August 2024, pp. 875-876. ISSN 0926-9630. ISBN: 9781643685335
  Contributo in Atti di Convegno (Proceeding)
• Giordano, Noemi; Rosati, Samanta; Fortunato, Daniele; Knaflitz, Marco; Balestra, ... (2024)
  Personalized Detection of Motion Artifacts for Telemonitoring Applications. In: pHealth 2024, Rende (Italy), 27-29 May 2024, pp. 155-159. ISSN 0926-9630. ISBN: 9781643685182
  Contributo in Atti di Convegno (Proceeding)
• Tasca, Paolo; Salis, Francesca; Rosati, Samanta; Balestra, Gabriella; Cereatti, Andrea (2023)
  A machine learning approach for stride speed estimation based on a head-mounted IMU. In: Eighth National Congress of Bioengineering, GNB, Padova; Italy, 21 - 23 Giugno 2023. ISBN: 9788855580113
  Contributo in Atti di Convegno (Proceeding)
• Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella; Knaflitz, Marco (2023)
  Can Multi-source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis. In: Computing in Cardiology, Atlanta (USA), 01-04 October 2023, pp. 1-4. ISSN 2325-887X. ISBN: 979-8-3503-8252-5
  Contributo in Atti di Convegno (Proceeding)
• Giordano, Noemi; Rosati, Samanta; Balestra, Gabriella; Knaflitz, Marco (2023)
  A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare. In: SENSORS, vol. 23. ISSN 1424-8220
  Contributo su Rivista
• Giordano, Noemi; Rosati, Samanta; Macario, Elisa; Luigia Spaccapietra, Maria; Balestra, ... (2023)
  Design of a Service for the Management of Heart Failure Patients Using Telemedicine. In: Telehealth Ecosystems in Practice / S.N., S.L., IOS Press, pp. 160-164. ISBN: 978-1-64368-450-5
  Contributo in Volume
• Giordano, N.; Rosati, S.; Balestra, G. (2023)
  Medical Device Software: From Requirements to Certification. In: Telehealth Ecosystems in Practice / S.N., S.L., IOS Press, pp. 139-140. ISBN: 9781643684505
  Contributo in Volume
• Giordano, N.; Balestra, G.; Rosati, S.; Knaflitz, M. (2023)
  Usability of a multi-sensor array for the application of electro-phonocardiography in home care. In: 8th National Congress of Bioengineering, GNB 2023, Padova (Italy), June 21-23, 2023. ISSN 2724-2129. ISBN: 9788855580113
  Contributo in Atti di Convegno (Proceeding)
• Checcucci, Enrico; Rosati, Samanta; De Cillis, Sabrina; Giordano, Noemi; Volpi, ... (2023)
  Machine-Learning-Based Tool to Predict Target Prostate Biopsy Outcomes: An Internal Validation Study. In: JOURNAL OF CLINICAL MEDICINE, vol. 12. ISSN 2077-0383
  Contributo su Rivista
• Giannini, Valentina; Panic, Jovana; Regge, Daniele; Balestra, Gabriella; Rosati, Samanta (2023)
  Could normalization improve robustness of abdominal MRI radiomic features?. In: BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, vol. 9. ISSN 2057-1976
  Contributo su Rivista
• Fiandra, C.; Rosati, S.; Arcadipane, F.; Dinapoli, N.; Fato, M.; Franco, P.; Gallio, E.; ... (2023)
  Active bone marrow segmentation based on computed tomography imaging in anal cancer patients: A machine-learning-based proof of concept. In: PHYSICA MEDICA, vol. 113. ISSN 1120-1797
  Contributo su Rivista
• Fei, Landino; Munegato, Gabriele; Allaria, Alfredo; Catauro, Antonio; Rosati, Samanta; ... (2023)
  A modified Rives–Stoppa technique with composite mesh (FLaPp) in large incisional hernia: a multicentric retrospective cohort study. In: EUROPEAN SURGERY. ISSN 1682-8631
  Contributo su Rivista
• Rosati, S.; Scotto, A.; Fanelli, V.; Balestra, G. (2023)
  Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success. In: Medical Informatics Europe 2023, Gothenburg (Sweden), 22-25 May 2023, pp. 566-570. ISSN 1879-8365. ISBN: 9781643683881
  Contributo in Atti di Convegno (Proceeding)
• Panic, Jovana; Defeudis, Arianna; Balestra, Gabriella; Giannini, Valentina; Rosati, ... (2023)
  Normalization strategies in multi-center radiomics abdominal MRI: systematic review and meta-analyses. In: IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY, vol. 4, pp. 67-76. ISSN 2644-1276
  Contributo su Rivista
• Panic, Jovana; Defeudis, Arianna; Mazzetti, Simone; Rosati, Samanta; Giannetto, ... (2022)
  A fully automatic deep learning algorithm to segment Rectal Cancer on MR images: a multi-center study. In: 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22), Glasgow, United Kingdom, 11-15 July, 2022, pp. 5066-5069
  Contributo in Atti di Convegno (Proceeding)
• Panic, Jovana; Giannini, Valentina; Defeudis, Arianna; Regge, Daniele; Balestra, ... (2022)
  Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images. In: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Giardini Naxos - Taormina, Italy, 22-24 June, 2022, pp. 1-6
  Contributo in Atti di Convegno (Proceeding)
• Checcucci, Enrico; Rosati, Samanta; De Cillis, Sabrina; Vagni, Marica; Giordano, Noemi; ... (2022)
  Artificial intelligence for target prostate biopsy outcomes prediction the potential application of fuzzy logic. In: PROSTATE CANCER AND PROSTATIC DISEASES, vol. 25, pp. 359-362. ISSN 1365-7852
  Contributo su Rivista
• Agostini, Valentina; Ghislieri, Marco; Rosati, Samanta; Balestra, Gabriella; Dotti, ... (2022)
  Statistical Gait Analysis Based on Surface Electromyography.. In: Medicine-Based Informatics and Engineering / S.N., S.L., Springer, pp. 23-35. ISBN: 978-3-030-87844-3
  Contributo in Volume
• Giordano, Noemi; Rosati, Samanta; Knaflitz, Marco; Balestra, Gabriella (2022)
  Key Aspects to Teach Medical Device Software Certification. In: EFMI Special Topic Conference 2022, Cardiff, Wales, 7-8 September 2022, pp. 159-160. ISSN 0926-9630. ISBN: 9781643683102
  Contributo in Atti di Convegno (Proceeding)
• Giordano, Noemi; Rosati, Samanta; Knaflitz, Marco; Balestra, Gabriella (2022)
  Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography. In: 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Giardini Naxos - Taormina, Italy, 22-24 June 2022, pp. 1-6. ISBN: 978-1-6654-8299-8
  Contributo in Atti di Convegno (Proceeding)
• Giordano, Noemi; Balestra, Gabriella; Ghislieri, Marco; Knaflitz, Marco; Rosati, Samanta (2022)
  Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography. In: Computing in Cardiology, Tampere, Finland, 04-07 September 2022, pp. 1-4. ISSN 2325-887X. ISBN: 979-8-3503-0097-0
  Contributo in Atti di Convegno (Proceeding)