
Ph.D. in Bioingegneria E Scienze Medico-chirurgiche , 32nd cycle (2016-2019)
Ph.D. obtained in 2020
Dissertation:
Machine Learning approaches applied to the analysis of muscle activation patterns (Abstract)
Tutors:
Marco Knaflitz Gabriella BalestraTeaching
Teachings
Master of Science
- Progettazione di software medicali/Telemedicina (modulo di Progettazione di software medicali). A.A. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Informatica medica. A.A. 2017/18, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Informatica medica. A.A. 2016/17, INGEGNERIA BIOMEDICA. Collaboratore del corso
- Classificazione e interpretazione di dati biomedici. A.A. 2016/17, 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. 2018/19, INGEGNERIA BIOMEDICA. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Castagneri, Cristina (2020)
Machine Learning approaches applied to the analysis of muscle activation patterns. relatore: KNAFLITZ, MARCO; BALESTRA, GABRIELLA; , 32. XXXII Ciclo, P.: 153
Doctoral Thesis - Zaccaria, Gian Maria; Ferrero, Simone; Rosati, Samanta; Ghislieri, Marco; Genuardi, ... (2019)
Applying Data Warehousing to a Phase III Clinical Trial From the Fondazione Italiana Linfomi Ensures Superior Data Quality and Improved Assessment of Clinical Outcomes. In: JCO CLINICAL CANCER INFORMATICS, vol. 3, pp. 1-15-15. ISSN 2473-4276
Contributo su Rivista - Castagneri, C; Agostini, V; Rosati, S; Balestra, G; Knaflitz, M (2019)
Asymmetry index in muscle activations. In: IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. ISSN 1534-4320
Contributo su Rivista - Castagneri, C; Agostini, V; Balestra, G; Knaflitz, M; Carlone, M; Massazza, G (2018)
EMG asymmetry index in cyclic movements. In: 2018 IEEE Life Sciences Conference (LSC), Montreal, Canada, pp. 223-226
Contributo in Atti di Convegno (Proceeding) - Giannini, Valentina; Rosati, Samanta; Castagneri, Cristina; Martincich, Laura; Regge, ... (2018)
Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection. In: 15th IEEE International Symposium on Biomedical Imaging, ISBI 2018, Washington (USA), 2018, pp. 285-288. ISSN 1945-8452. ISBN: 9781538636367
Contributo in Atti di Convegno (Proceeding) - Castagneri, C.; Agostini, V.; Rosati, S.; Balestra, G.; Knaflitz, M. (2018)
Longitudinal assessment of muscle function after Total Hip Arthroplasty : Use of clustering to extract principal activations from EMG signals. In: MeMeA 2018, Rome (Italy), 11-13 June 2018, pp. 1-5. ISBN: 978-1-5386-3392-2
Contributo in Atti di Convegno (Proceeding) - Rosati, Samanta; Zema, Maddalena; Castagneri, Cristina; Marchetti, Fulvio; Balestra, ... (2017)
Modelling and Analysis of Four Telemedicine Italian Experiences. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), Jeju, Korea, July 11-15, 2017, pp. 2634-2637. ISBN: 978-1-5090-2809-2
Contributo in Atti di Convegno (Proceeding) - Pasero, EROS GIAN ALESSANDRO; Castagneri, Cristina (2017)
Leg ulcer long term analysis. In: 13th International Conference on Intelligent Computing, ICIC 2017, gbr, 2017, pp. 35-44. ISSN 1611-3349. ISBN: 9783319633114
Contributo in Atti di Convegno (Proceeding) - Zaccaria, GIAN MARIA; Rosati, Samanta; Castagneri, Cristina; Ferrero, Simone; Ladetto, ... (2017)
Data Quality Improvement of a Multicenter Clinical Trial Dataset. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), Jeju, Korea, July 11-15, 2017, pp. 1190-1193. ISBN: 978-1-5090-2809-2
Contributo in Atti di Convegno (Proceeding) - Agostini, V.; Rosati, S.; Castagneri, C.; Balestra, G.; Knaflitz, M. (2017)
Clustering analysis of EMG cyclic patterns: A validation study across multiple locomotion pathologies. In: 2017 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Turin, Italy, 22-25 May 2017, pp. 1-5. ISBN: 978-1-5090-3596-0
Contributo in Atti di Convegno (Proceeding) - Rosati, Samanta; Castagneri, Cristina; Agostini, Valentina; Knaflitz, Marco; Balestra, ... (2017)
Muscle contractions in cyclic movements: optimization of CIMAP algorithm. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), Jeju, Korea, July 11-15, 2017, pp. 58-61
Contributo in Atti di Convegno (Proceeding) - Pasero, EROS GIAN ALESSANDRO; Castagneri, Cristina (2017)
Application of an automatic ulcer segmentation algorithm. In: 3° International Forum on Research and Technologies for Society and Industry, pp. 1-4. ISBN: 978-1-5386-3906-1
Contributo in Atti di Convegno (Proceeding) - Zaccaria, GIAN MARIA; Simone, Ferrero; Andrea, Evangelista; Rosati, Samanta; Castagneri, ... (2017)
Delphi, a Data Warehouse to Discover Associations between Variables in Clinical Trials: Application to the Fondazione Italiana Linfomi (FIL) MCL0208 Phase III Trial. In: American Society Hematology (ASH) Annual Congress, Atlanta, 6-8 Dicembre, pp. 3451-3451. ISSN 0006-4971
Contributo in Atti di Convegno (Proceeding) - Rimini, Daniele; Agostini, Valentina; Rosati, Samanta; Castagneri, Cristina; Balestra, ... (2017)
Influence of pre-processing in the extraction of muscle synergies during human locomotion. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), Jeju, Korea, July 11-15, 2017, pp. 2502-2505
Contributo in Atti di Convegno (Proceeding) - Rosati, Samanta; Giannini, Valentina; Castagneri, Cristina; Regge, D.; Balestra, ... (2016)
Dataset homogeneity assessment for a prostate cancer CAD system. In: 11th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2016, Benevento (IT), 15-18 May 2016, pp. 1-7. ISBN: 9781467391726
Contributo in Atti di Convegno (Proceeding)