Samanta Rosati

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

• Collegio di Ingegneria Biomedica. Componente

PhD

• 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

• 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
• Clinical informatics. A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Informatica medica. A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Classificazione e interpretazione di dati biomedici. A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso

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

• Biolab: Biomedical Engineering Group

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

• Yanhua Zhang. Programme in Bioingegneria E Scienze Medico-chirurgiche (39^th cycle, 2023-in progress)
• 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)
  
  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)
  
  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
• Jovana Panic. Programme in Bioingegneria E Scienze Medico-chirurgiche (36^th cycle, 2020-in progress)
  
  Biomedical signal and image processing
  Biomedical signal and image processing

• 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
• 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
• 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)
• 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)
• 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
• 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
• 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)
• 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. ISBN: 978-3-030-87844-3
  Contributo in Volume
• 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)
• 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)
• Checcucci, E; Rosati, S; De Cillis, St; Vagni, M; Giordano, N; Piana, A; Granato, S; ... (2021)
  Fuzzy logic algorithms artificial intelligence for target prostate biopsy: outcomes prediction study. In: AUA ANNUAL MEETING 2021, Virtual conference, 10-13 september 2021, pp. E462-E462. ISSN 0022-5347
  Contributo in Atti di Convegno (Proceeding)
• Dotti, G.; Ghislieri, M.; Rosati, S.; Agostini, V.; Knaflitz, M.; Balestra, G. (2021)
  The Effect of Number of Gait Cycles on Principal Activation Extraction. In: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Mexico, 1-5 Nov. 2021, pp. 985-988. ISBN: 978-1-7281-1179-7
  Contributo in Atti di Convegno (Proceeding)
• Rosati, S.; Giordano, N.; Checchucci, E.; De Cillis, S.; Porpiglia, F.; Balestra, G. (2021)
  Decision Support System for target prostate biopsy outcome prediction: Clustering and FP-growth algorithm for fuzzy rules extraction. In: 2021 Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help?, SMARTERCARE 2021, Milan, Italy, November 29th, 2021, pp. 85-90. ISSN 1613-0073
  Contributo in Atti di Convegno (Proceeding)
• Giordano, N.; Rosati, S.; Valeri, F.; Borchiellini, A.; Balestra, G. (2021)
  Simulation of the Impact on the Workload of the Enlargement of the Clinical Staff of a Specialistic Reference Center. In: Studies in health technology and informatics / S.N., S.L., IOS Press, pp. 605-609. ISBN: 9781643681849
  Contributo in Volume
• Rosati, Samanta; Ghislieri, Marco; Dotti, Gregorio; Fortunato, Daniele; Agostini, ... (2021)
  Evaluation of Muscle Function by Means of a Muscle-Specific and a Global Index. In: SENSORS, vol. 21. ISSN 1424-8220
  Contributo su Rivista
• Giordano, Noemi; Rosati, Samanta; Knaflitz, Marco (2021)
  Automated Assessment of the Quality of Phonocardographic Recordings through Signal-to-Noise Ratio for Home Monitoring Applications. In: SENSORS, vol. 21. ISSN 1424-8220
  Contributo su Rivista
• Dotti, Gregorio; Ghislieri, Marco; Rosati, Samanta; Agostini, Valentina; Knaflitz, ... (2021)
  Influence of Gait Cycle Normalization on Principal Activations. In: 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Neuchâtel, Switzerland, June 23rd to 25th, 2021, pp. 1-5. ISBN: 978-1-6654-1914-7
  Contributo in Atti di Convegno (Proceeding)
• Vagni, Marica; Giordano, Noemi; Balestra, Gabriella; Rosati, Samanta (2021)
  Comparison of different similarity measures in hierarchical clustering. In: 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Lausanne, Switzerland, 23-25 June 2021, pp. 1-6. ISBN: 978-1-6654-1914-7
  Contributo in Atti di Convegno (Proceeding)
• Checcucci, Enrico; Rosati, Samanta; De Cillis, Sabrina; Vagni, Marica; Giordano, Noemi; ... (2021)
  Artificial intelligence for target prostate biopsy outcomes prediction the potential application of fuzzy logic. In: PROSTATE CANCER AND PROSTATIC DISEASES. ISSN 1365-7852
  Contributo su Rivista