Lorenzo Farina | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Molecular network analysis of hormonal contraceptives side effects via database integration	INFORMATICS IN MEDICINE UNLOCKED	2023
Networks as Biomarkers: Uses and Purposes	GENES	2023
Immune-related toxicity and soluble profile in patients affected by solid tumors: a network approach	CANCER IMMUNOLOGY, IMMUNOTHERAPY	2023
A Comparison of Network-Based Methods for Drug Repurposing along with an Application to Human Complex Diseases	INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES	2022
Comprehensive network medicine-based drug repositioning via integration of therapeutic efficacy and side effects	NPJ SYSTEMS BIOLOGY AND APPLICATIONS	2022
StaRTrEK:in silico estimation of RNA half-lives from genome-wide time-course experiments without transcriptional inhibition	BMC BIOINFORMATICS	2022
DNA damage response and repair (DDR) gene mutations as an alternative mechanism to generate high TMB in never smoker NSCLC patients	ANNALS OF ONCOLOGY	2022
Differential Co-expression Network Analysis to Investigate Sexual Dimorphism in Colon Cancer	2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)	2022
Gene co-expression in the interactome: moving from correlation toward causation via an integrated approach to disease module discovery	NPJ SYSTEMS BIOLOGY AND APPLICATIONS	2021
SAveRUNNER: A network-based algorithm for drug repurposing and its application to COVID-19	PLOS COMPUTATIONAL BIOLOGY	2021
SEaCorAl: Identifying and contrasting the regulation-correlation bias in RNA-Seq paired expression data of patient groups	COMPUTERS IN BIOLOGY AND MEDICINE	2021
In silico drug repurposing in COVID-19. A network-based analysis	BIOMÉDECINE & PHARMACOTHÉRAPIE	2021
The role of FOSL1 in stem-like cell reprogramming processes	SCIENTIFIC REPORTS	2021
Convolutional neural networks for automated classification of prostate multiparametric magnetic resonance imaging based on image quality	JOURNAL OF MAGNETIC RESONANCE IMAGING	2021
Protein-protein Interaction prediction via graph signal processing	IEEE ACCESS	2021
Network analysis integrating microRNA expression profiling with MRI biomarkers and clinical data for prostate cancer early detection: a proof of concept study	BIOMEDICINES	2021
Moses: A new approach to integrate interactome topology and functional features for disease gene prediction	GENES	2021
Network as a language for precision medicine	ANNALI DELL'ISTITUTO SUPERIORE DI SANITÀ	2021
A paradigm shift in medicine: a comprehensive review of network-based approaches	BIOCHIMICA ET BIOPHYSICA ACTA. GENE REGULATORY MECHANISMS	2020
Integrated transcriptomic correlation network analysis identifies COPD molecular determinants	SCIENTIFIC REPORTS	2020

Progetti di Ricerca

Network medicine based machine learning and graph theory algorithms for precision oncology

Gruppi di ricerca

Integrated Diagnostics in Prostate Cancer supported by Computational Algorithms (AI and network analysis)