Lorenzo Farina | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
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
Molecular networks in Network Medicine: Development and applications	WILEY INTERDISCIPLINARY REVIEWS. SYSTEMS BIOLOGY AND MEDICINE	2020
Prostate cancer screening research can benefit from network medicine: an emerging awareness	NPJ SYSTEMS BIOLOGY AND APPLICATIONS	2020
BRAF V600E -mutant cancers display a variety of networks by SWIM analysis: prediction of vemurafenib clinical response	ENDOCRINE	2019
Identification of Disease-miRNA networks across different cancer types using SWIM	MicroRNA Target Identication: Methods and Protocols	2019
Network Inference and Reconstruction in Bioinformatics	Encyclopedia of Bioinformatics and Computational Biology	2019
NEMESIS (NEtwork MEdicine analySIS): Towards visual exploration of network medicine data	VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications	2019

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)