Elena Casiraghi

Elena Casiraghi

Università degli Studi di Milano

H-index: 22

Europe-Italy

About Elena Casiraghi

Elena Casiraghi, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at Università degli Studi di Milano, specializes in the field of Pattern recognition and Classification, Manifold Learning & Curve Inference, Digital Image\Signal Processing, Medical Statistics.

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

Predicting nutrition and environmental factors associated with female reproductive disorders using a knowledge graph and random forests

An open source knowledge graph ecosystem for the life sciences

Node-degree aware edge sampling mitigates inflated classification performance in biomedical random walk-based graph representation learning

Fine-Tuning of Conditional Transformers Improves the Generation of Functionally Characterized Proteins

Intrinsic-Dimension analysis for guiding dimensionality reduction and data fusion in multi-omics data processing

Generalisable long COVID subtypes: findings from the NIH N3C and RECOVER programmes

The promises of large language models for protein design and modeling

Predictive models of long COVID

Elena Casiraghi Information

University

Position

Assistant Professor Computer Science Department (DI)

Citations(all)

3215

Citations(since 2020)

2345

Cited By

1336

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

46

i10Index(since 2020)

33

Email

University Profile Page

Università degli Studi di Milano

Google Scholar

View Google Scholar Profile

Elena Casiraghi Skills & Research Interests

Pattern recognition and Classification

Manifold Learning & Curve Inference

Digital Image\Signal Processing

Medical Statistics

Top articles of Elena Casiraghi

Title

Journal

Author(s)

Publication Date

Predicting nutrition and environmental factors associated with female reproductive disorders using a knowledge graph and random forests

International Journal of Medical Informatics

Lauren E Chan

Elena Casiraghi

Justin Reese

Quaker E Harmon

Kevin Schaper

...

2024/4/17

An open source knowledge graph ecosystem for the life sciences

Scientific Data

Tiffany J Callahan

Ignacio J Tripodi

Adrianne L Stefanski

Luca Cappelletti

Sanya B Taneja

...

2024/4/11

Node-degree aware edge sampling mitigates inflated classification performance in biomedical random walk-based graph representation learning

bioRxiv

Luca Cappelletti

Lauren Rekerle

Tommaso Fontana

Peter Hansen

Elena Casiraghi

...

2022/11/24

Fine-Tuning of Conditional Transformers Improves the Generation of Functionally Characterized Proteins

Marco Nicolini

Dario Malchiodi

Alberto Cabri

Emanuele Cavalleri

Marco Mesiti

...

2024

Intrinsic-Dimension analysis for guiding dimensionality reduction and data fusion in multi-omics data processing

bioRxiv

Jessica Gliozzo

Valentina Guarino

Arturo Bonometti

Alberto Cabri

Emanuale Cavalleri

...

2024

Generalisable long COVID subtypes: findings from the NIH N3C and RECOVER programmes

EBioMedicine

Justin T Reese

Hannah Blau

Elena Casiraghi

Timothy Bergquist

Johanna J Loomba

...

2023/1/1

The promises of large language models for protein design and modeling

Frontiers in Bioinformatics

Giorgio Valentini

Dario Malchiodi

Jessica Gliozzo

Marco Mesiti

Mauricio Soto-Gomez

...

2023

Predictive models of long COVID

EBioMedicine

Blessy Antony

Hannah Blau

Elena Casiraghi

Johanna J Loomba

Tiffany J Callahan

...

2023/10/1

Image-Guided Intraoperative Assessment of Surgical Margins in Oral Cavity Squamous Cell Cancer: A Diagnostic Test Accuracy Review

Giorgia Carnicelli

Luca Disconzi

Michele Cerasuolo

Elena Casiraghi

Guido Costa

...

2023/5/25

Clinical Impact of a Protocol Involving Cone-Beam CT (CBCT), Fusion Imaging and Ablation Volume Prediction in Percutaneous Image-Guided Microwave Ablation in Patients with …

Journal of Clinical Medicine

Pierpaolo Biondetti

Anna Maria Ierardi

Elena Casiraghi

Alessandro Caruso

Pasquale Grillo

...

2023/12/9

Towards the Construction of an RNA-based Knowledge Graph

CEUR WORKSHOP PROCEEDINGS

Emanuele Cavalleri

Sara Bonfitto

Alberto Cabri

Jessica Gliozzo

Paolo Perlasca

...

2023

On the limitations of large language models in clinical diagnosis

medRxiv

Justin T Reese

Daniel Danis

J Harry Caufield

Tudor Groza

Elena Casiraghi

...

2023/7/14

Ontologizing health systems data at scale: making translational discovery a reality

NPJ Digital Medicine

Tiffany J Callahan

Adrianne L Stefanski

Jordan M Wyrwa

Chenjie Zeng

Anna Ostropolets

...

2023/5/19

RNA-KG: An ontology-based knowledge graph for representing interactions involving RNA molecules

Emanuele Cavalleri

Alberto Cabri

Mauricio Soto-Gomez

Sara Bonfitto

Paolo Perlasca

...

2023/11/30

A software resource for large graph processing and analysis

Nature Computational Science

G Valentini

E Casiraghi

2023

An expectation–maximization framework for comprehensive prediction of isoform-specific functions

Bioinformatics

Guy Karlebach

Leigh Carmody

Jagadish Chandrabose Sundaramurthi

Elena Casiraghi

Peter Hansen

...

2023/4/1

A meta-graph for the construction of an rna-centered knowledge graph

Emanuele Cavalleri

Sara Bonfitto

Alberto Cabri

Jessica Gliozzo

Paolo Perlasca

...

2023/6/29

Enhancing Fairness and Accuracy in Machine Learning Through Similarity Networks

Samira Maghool

Elena Casiraghi

Paolo Ceravolo

2023/10/25

A Semi-Automatic Approach for feeding Bio-Medical KGs

Sara Bonfitto

Manuel Dileo

Elena Casiraghi

ST Gaito

Giorgio Valentini

...

2023

A method for comparing multiple imputation techniques: A case study on the US national COVID cohort collaborative

Journal of Biomedical Informatics

Elena Casiraghi

Rachel Wong

Margaret Hall

Ben Coleman

Marco Notaro

...

2023/3/1

See List of Professors in Elena Casiraghi University(Università degli Studi di Milano)

Co-Authors

H-index: 38
Giorgio Valentini

Giorgio Valentini

Università degli Studi di Milano

H-index: 29
Daniela Fogli

Daniela Fogli

Brescia University

H-index: 28
Alberto Paccanaro

Alberto Paccanaro

Royal Holloway, University of London

H-index: 25
Marco Mesiti

Marco Mesiti

Università degli Studi di Milano

H-index: 18
Matteo Re

Matteo Re

Università degli Studi di Milano

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