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researcher

F. Ieva

39 papers hereh-index 232.1k citations265 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author18
  • last author20

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • stat.AP15
  • stat.ME11
  • cs.CL3
  • cs.LG3
  • cs.CV2
  • stat.CO2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedScaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics

16 citations · 49 across the 38 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

stat.ME2022★ 3 cited

Mining and evaluation of patients' diagnostic therapeutic paths through state sequences analysis

Laura Savaré, Francesca Ieva, Giovanni Corrao +1

The concept of care pathways is increasingly being used to enhance the quality of care and to optimize the use of resources for health care. Nevertheless, recommendations regarding…

stat.ME2022★ 11 cited

Imaging-based representation and stratification of intra-tumor Heterogeneity via tree-edit distance

Lara Cavinato, Matteo Pegoraro, Alessandra Ragni +3

Personalized medicine is the future of medical practice. In oncology, tumor heterogeneity assessment represents a pivotal step for effective treatment planning and prognosis predic…

stat.ME2022

How much of the past matters? Using dynamic survival models for the monitoring of potassium in heart failure patients using electronic health records

Caterina Gregorio, Giulia Barbati, Arjuna Scagnetto +2

Statistical methods to study the association between a longitudinal biomarker and the risk of death are very relevant for the long-term care of subjects affected by chronic illness…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.