Francesca Ieva

Francesca Ieva

Politecnico di Milano

H-index: 24

Europe-Italy

About Francesca Ieva

Francesca Ieva, With an exceptional h-index of 24 and a recent h-index of 18 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Health Analytics, Statistical Modelling, Biostatistics, Complex Data in Healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

A NLP-based semi-automatic identification system for delays in follow-up examinations: an Italian case study on clinical referrals

Comparison of the Reproducibility of Ultrasound Calliper Placement Methods in Abdominal Aortic Diameter Measurements: A Systematic Review and Meta-Analysis of Diagnostic Test …

Patients’ Radiation Exposure During Endovascular Abdominal Aortic Aneurysm Repair

Flexible Approaches Based on Multistate Models and Microsimulation to Perform Real-World Cost-Effectiveness Analyses: An Application to Proprotein Convertase Subtilisin-Kexin …

Polimi at CLinkaRT: a Conditional Random Field vs a BERT-based approach

Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics

Learning high-order interactions for polygenic risk prediction

Perspective transfer model building via imaging-based rules extraction from retrospective cancer subtyping in Hodgkin Lymphoma

Francesca Ieva Information

University

Position

Associate Professor MOX - Department of Mathematics

Citations(all)

2191

Citations(since 2020)

1483

Cited By

1084

hIndex(all)

24

hIndex(since 2020)

18

i10Index(all)

64

i10Index(since 2020)

41

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Francesca Ieva Skills & Research Interests

Health Analytics

Statistical Modelling

Biostatistics

Complex Data in Healthcare

Top articles of Francesca Ieva

Title

Journal

Author(s)

Publication Date

A NLP-based semi-automatic identification system for delays in follow-up examinations: an Italian case study on clinical referrals

BMC Medical Informatics and Decision Making

Vittorio Torri

Michele Ercolanoni

Francesco Bortolan

Olivia Leoni

Francesca Ieva

2024

Comparison of the Reproducibility of Ultrasound Calliper Placement Methods in Abdominal Aortic Diameter Measurements: A Systematic Review and Meta-Analysis of Diagnostic Test …

D Bissacco

TJ Mandigers

L Savaré

M Domanin

M D’Oria

...

2024/1/1

Patients’ Radiation Exposure During Endovascular Abdominal Aortic Aneurysm Repair

Annals of Vascular Surgery

Tim J Mandigers

Irene Fulgheri

Giorgia Pugliese

Daniele Bissacco

Laura Savarè

...

2024/1/1

Flexible Approaches Based on Multistate Models and Microsimulation to Perform Real-World Cost-Effectiveness Analyses: An Application to Proprotein Convertase Subtilisin-Kexin …

Value in Health

Caterina Gregorio

Federico Rea

Francesca Ieva

Arjuna Scagnetto

Carla Indennidate

...

2024/3/26

Polimi at CLinkaRT: a Conditional Random Field vs a BERT-based approach

Vittorio Torri

Francesca Ieva

2023

Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics

Future Generation Computer Systems

Alberto Archetti

Francesca Ieva

Matteo Matteucci

2023/12/1

Learning high-order interactions for polygenic risk prediction

Plos one

Michela C Massi

Nicola R Franco

Andrea Manzoni

Anna Maria Paganoni

Hanla A Park

...

2023/2/10

Perspective transfer model building via imaging-based rules extraction from retrospective cancer subtyping in Hodgkin Lymphoma

Authorea Preprints

Lara Cavinato

Noemi Gozzi

Martina Sollini

Margarita Kirienko

Carmelo Carlo-Stella

...

2023/10/30

Risk Narratives on Immigration During the COVID-19 Crisis in Italy: A Comparative Analysis of Facebook Posts Published by Politicians and by News media

Journal of Communication Inquiry

Luca Serafini

Anita Gottlob

Francesco Pierri

Francesca Ieva

Stefano Ceri

2023/4/9

Capturing the variety of clinical pathways in patients with schizophrenic disorders through state sequences analysis

BMC Medical Research Methodology

Laura Savaré

Francesca Ieva

Giovanni Corrao

Antonio Lora

2023/7/29

A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation

The Annals of Applied Statistics

Andrea Cappozzo

Francesca Ieva

Giovanni Fiorito

2023/12

Variability and Reproducibility in Ultrasound Abdominal Aortic Diameter Measurements: a Systematic Review and Methods Comparison

D Bissacco

TJ Mandigers

L Savaré

M Domanin

M D'Oria

...

2023/1/1

Dynamic treatment effect phenotyping through functional survival analysis

arXiv preprint arXiv:2310.16690

Caterina Gregorio

Giovanni Baj

Giulia Barbati

Francesca Ieva

2023/10/25

Radiomics-Based Inter-Lesion Relation Network to Describe [18F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer

Cancers

Lara Cavinato

Martina Sollini

Alessandra Ragni

Francesco Bartoli

Roberta Zanca

...

2023/1/29

Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction

Artificial intelligence in medicine

Lara Cavinato

Noemi Gozzi

Martina Sollini

Margarita Kirienko

Carmelo Carlo-Stella

...

2023/4/1

Causal effects of chemotherapy regimen intensity on survival outcome in osteosarcoma patients through marginal structural Cox models

arXiv preprint arXiv:2307.09405

Marta Spreafico

Cristian Spitoni

Carlo Lancia

Francesca Ieva

Marta Fiocco

2023/7/18

Managing RT Schedules of Early-Stage Breast Cancer Patients with a Genetic-Dosimetric Validated Model for Late Fibrosis

International journal of radiation oncology, biology, physics

A Cicchetti

E Gioscio

MC De Santis

P Seibold

D Azria

...

2023/10/1

Clustering Italian medical texts: a case study on referrals

Vittorio Torri

Michele Ercolanoni

Francesco Bortolan

Olivia Leoni

Francesca Ieva

2023

Clinical and genomic-based decision support system to define the optimal timing of allogeneic hematopoietic stem cell transplantation in patients with myelodysplastic syndromes …

Blood

Cristina Astrid Tentori

Caterina Gregorio

Marie Robin

Nico Gagelmann

Carmelo Gurnari

...

2023/11/28

A novel statistical-significance based semi-parametric GLMM for clustering countries standing on their innumeracy levels

A Ragni

C Masci

F Ieva

AM Paganoni

2023

See List of Professors in Francesca Ieva University(Politecnico di Milano)

Co-Authors

H-index: 64
Antonio Pifferi

Antonio Pifferi

Politecnico di Milano

H-index: 54
Paola Taroni

Paola Taroni

Politecnico di Milano

H-index: 47
Tommaso Agasisti

Tommaso Agasisti

Politecnico di Milano

H-index: 47
Giulia Barbati

Giulia Barbati

Università degli Studi di Trieste

H-index: 37
Christopher Jackson

Christopher Jackson

University of Cambridge

H-index: 27
Anna Maria Paganoni

Anna Maria Paganoni

Politecnico di Milano

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