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

• Collegio di Ingegneria Biomedica. Componente invitato

PhD

• 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
• Data mining for the analysis of clinical studies. A.A. 2022/23, BIOINGEGNERIA E SCIENZE MEDICO-CHIRURGICHE. Teaching assistant

Master of Science

• Clinical informatics. A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Clinical informatics. 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
• Intelligenza artificiale in medicina. A.A. 2020/21, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Intelligenza artificiale in medicina. A.A. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore 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. 2021/22, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Data science in medicina. A.A. 2022/23, 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
• Classificazione e interpretazione di dati biomedici. A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
• Classificazione e interpretazione di dati biomedici. A.A. 2019/20, 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

• 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. ISSN 2644-1276
  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. 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)
• 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)
• 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)
• 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
• 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)
• 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)
• 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: 31st Medical informatics europe conference (MIE2021), Virtual conference, 29-31 May 2021, pp. 605-609. ISSN 1879-8365. ISBN: 9781643681849
  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
• 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)
• 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)
• Giannini, V.; Rosati, S.; Defeudis, A.; Balestra, G.; Vassallo, L.; Cappello, G.; ... (2020)
  Radiomics predicts response of individual HER2-amplified colorectal cancer liver metastases in patients treated with HER2-targeted therapy. In: INTERNATIONAL JOURNAL OF CANCER, vol. 147, pp. 3215-3223. ISSN 0020-7136
  Contributo su Rivista
• Panic, Jovana; Defeudis, Arianna; Mazzetti, Simone; Rosati, Samanta; Giannetto, ... (2020)
  A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 20-24 July 2020, pp. 1675-1678. ISSN 1558-4615. ISBN: 978-1-7281-1990-8
  Contributo in Atti di Convegno (Proceeding)
• Giannini, Valentina; Defeudis, Arianna; Rosati, Samanta; Cappello, Giovanni; Mazzetti, ... (2020)
  An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 20-24 July 2020, pp. 1339-1342. ISSN 1558-4615. ISBN: 978-1-7281-1990-8
  Contributo in Atti di Convegno (Proceeding)
• Rosati, S.; Franco, P.; Fiandra, C.; Arcadipane, F.; Silvetti, P.; Gallio, E.; Panic, ... (2020)
  Comparison of different classifiers to recognize active bone marrow from CT images. In: 15th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2020, Bari (Italy), 1 June-1 July 2020, pp. 1-5. ISBN: 978-1-7281-5386-5
  Contributo in Atti di Convegno (Proceeding)
• Giannini, V.; Defeudis, A.; Rosati, S.; Cappello, G.; Vassallo, L.; Mazzetti, S.; Panic, ... (2020)
  Deep learning to segment liver metastases on CT images: Impact on a radiomics method to predict response to chemotherapy. In: 15th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2020, Bari (Italy), 1 June-1 July 2020, pp. 1-5. ISBN: 978-1-7281-5386-5
  Contributo in Atti di Convegno (Proceeding)
• Agostini, Valentina; Ghislieri, Marco; Rosati, Samanta; Balestra, Gabriella; Knaflitz, ... (2020)
  Surface Electromyography Applied to Gait Analysis: How to Improve Its Impact in Clinics?. In: FRONTIERS IN NEUROLOGY, vol. 11, pp. 1-13. ISSN 1664-2295
  Contributo su Rivista
• Giordano, N.; Rosati, S.; Valeri, F.; Borchiellini, A.; Balestra, G. (2020)
  Agent-Based Modeling and Simulation of Care Delivery for Patients with Thrombotic and Bleeding Disorders. In: MIE 2020, pp. 1193-1194. ISSN 0926-9630. ISBN: 978-1-64368-083-5
  Contributo in Atti di Convegno (Proceeding)