Giorgio Valentini
Università degli Studi di Milano
H-index: 38
Europe-Italy
Top articles of Giorgio Valentini
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 |
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 |
Exploring the similarity between genetic diseases improves their differential diagnosis and the understanding of their etiology | European Journal of Human Genetics | Giorgio Valentini | 2024/1/25 |
Fine-tuning of Conditional Transformers Improves the Generalization of Functionally Characterized Proteins | Marco Nicolini Dario Malchiodi Alberto Cabri Emanuele Cavalleri Marco Mesiti | 2024 | |
Degree-Normalization Improves Random-Walk-Based Embedding Accuracy in PPI Graphs | Luca Cappelletti Stefano Taverni Tommaso Fontana Marcin P Joachimiak Justin Reese | 2023/6/29 | |
Towards the Construction of an RNA-based Knowledge Graph | CEUR WORKSHOP PROCEEDINGS | Emanuele Cavalleri Sara Bonfitto Alberto Cabri Jessica Gliozzo Paolo Perlasca | 2023 |
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 | |
GRAPE for fast and scalable graph processing and random-walk-based embedding | Nature Computational Science | Luca Cappelletti Tommaso Fontana Elena Casiraghi Vida Ravanmehr Tiffany J Callahan | 2023/6 |
A software resource for large graph processing and analysis | Nature Computational Science | G Valentini E Casiraghi | 2023 |
Predictive models of long COVID | EBioMedicine | Blessy Antony Hannah Blau Elena Casiraghi Johanna J Loomba Tiffany J Callahan | 2023/10/1 |
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 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 |
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 |
Patient Similarity Networks Integration for Partial Multimodal Datasets. | Jessica Gliozzo Alex Patak Antonio Puertas Gallardo Elena Casiraghi Giorgio Valentini | 2023 | |
Combining Clinical and Genetic Data to Predict Response to Fingolimod Treatment in Relapsing Remitting Multiple Sclerosis Patients: A Precision Medicine Approach | Journal of Personalized Medicine | Laura Ferrè Ferdinando Clarelli Beatrice Pignolet Elisabetta Mascia Marco Frasca | 2023/1/6 |
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 | |
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 |
Co-Authors
