Research topic

Risk-based approach to Medical AI

Tutors

• Filippo Molinari
• Alice Ravizza

• Sternini, Federico; Barresi, Giacinto; Ravizza, Alice (2023)
  Involving End Users in Risk-Based Co-design. In: mHealth and Human-Centered Design Towards Enhanced Health, Care, and Well-being / S.N., S.L., Springer, pp. 1-20. ISBN: 978-981-99-3988-6
  Contributo in Volume
• Barresi, Giacinto; Gaggioli, Andrea; Sternini, Federico; Ravizza, Alice; Pacchierotti, ... (2023)
  Digital Twins and Healthcare: Quick Overview and Human-Centric Perspectives. In: mHealth and Human-Centered Design Towards Enhanced Health, Care, and Well-being / S.N., S.L., Springer, pp. 57-78. ISBN: 9789819939886
  Contributo in Volume
• Campagner, Andrea; Sternini, Federico; Cabitza, Federico (2022)
  Decisions are not all equal-Introducing a utility metric based on case-wise raters' perceptions. In: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol. 221. ISSN 0169-2607
  Contributo su Rivista
• Ravizza, Alice; Sternini, Federico; Molinari, Filippo; Santoro, Eugenio; Cabitza, ... (2021)
  A Proposal For COVID-19 Applications Enabling Extensive Epidemiological Studies. In: CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020 - International Conference on Health and Social Care Information Systems and Technologies 2020, CENTERI, pp. 589-596. ISSN 1877-0509
  Contributo in Atti di Convegno (Proceeding)
• Ravizza, Alice; Caiani, Enrico; Santoro, Eugenio; Stefanelli, Silvia; Sternini, Federico (2021)
  Come gestire gli aspetti regolatori per le terapie digitali. In: TENDENZE NUOVE. ISSN 2239-2378
  Contributo su Rivista
• Ravizza, Alice; Cabitza, Federico; Caiani, Enrico; Santoro, Eugenio; Sternini, Federico (2021)
  Validazione tecnica delle terapie digitali. In: TENDENZE NUOVE, vol. Numero Speciale n.01 2021, pp. 37-50. ISSN 2239-2378
  Contributo su Rivista
• Ravizza, Alice; Ciani, Oriana; Ferrari, Antonio; Grigolo, Sabrina; Perrone, Francesco; ... (2021)
  Come valutare le terapie digitali da un punto di vista clinico. In: TENDENZE NUOVE, pp. 71-100. ISSN 2239-2378
  Contributo su Rivista
• Sternini, F.; Isu, G.; Iannizzi, G.; Manfrin, D.; Stuppia, N.; Rusina, F.; Ravizza, A. (2021)
  Usability assessment of an intraoperative planning software. In: 14th International Conference on Health Informatics, HEALTHINF 2021 - Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, 2021, pp. 483-492
  Contributo in Atti di Convegno (Proceeding)
• Ravizza, Alice; Caiani, Enrico; Santoro, Eugenio; Stefanell, Silvia; Sternini, Federico (2021)
  How to manage regulatory aspects for digital therapeutics. In: TENDENZE NUOVE, pp. 16-36. ISSN 2239-2378
  Contributo su Rivista
• Ravizza, Alice; Cabitza, Federico; Caiani, Enrico; Santoro, Eugenio; Sternini, Federico (2021)
  Technical validation of digital therapeutics. In: TENDENZE NUOVE, pp. 37-50. ISSN 2239-2378
  Contributo su Rivista
• Ravizza, Alice; Ciani, Oriana; Ferrari, Antonio; Grigolo, Sabrina; Perrone, Francesco; ... (2021)
  Clinical evaluation of digital therapeutics. In: TENDENZE NUOVE, pp. 71-104. ISSN 2239-2378
  Contributo su Rivista
• Sternini, F.; Ravizza, A.; Cabitza, F. (2020)
  How accurate do you want it? Defining minimum required accuracy for medical artificial intelligence. In: 12th IADIS International Conference e-Health 2020, EH 2020, Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, 2020, pp. 151-158
  Contributo in Atti di Convegno (Proceeding)
• Cabitza, F.; Campagner, A.; Zotti, F. D.; Ravizza, A.; Sternini, F. (2020)
  All you need is higher accuracy? On the quest for minimum acceptable accuracy for medical artificial intelligence. In: 12th IADIS International Conference e-Health 2020, EH 2020, Part of the 14th Multi Conference on Computer Science and Information Systems, MCCSIS 2020, 2020, pp. 159-166
  Contributo in Atti di Convegno (Proceeding)
• Sternini, F.; Fenza, G.; Furno, D.; Orciuoli, F. J.; Ravizza, A.; Cabitza, F. (2020)
  A novel method for validating multi-classifiers. A case study for ICF-based health status classification. In: 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, pHealth 2020, cze, 2020, pp. 252-254. ISSN 1879-8365. ISBN: 978-1-64368-112-2
  Contributo in Atti di Convegno (Proceeding)
• Ravizza, A.; Sternini, F.; Giannini, A.; Molinari, F. (2020)
  Methods for preclinical validation of software as a medical device. In: 13th International Conference on Health Informatics, HEALTHINF 2020 - Part of 13th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2020, mlt, 2020, pp. 648-655. ISBN: 978-989-758-398-8
  Contributo in Atti di Convegno (Proceeding)