Lorenzo Farina

Pubblicazioni

Titolo Pubblicato in Anno
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
Biological Random Walks: Integrating heterogeneous data in disease gene prioritization 2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2019 2019
Connectivity significance for disease gene prioritization in an expanding universe IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2019
Response to: comment on “Impact of tumor site on the prognosis of small bowel adenocarcinoma” TUMORI 2019
Network-based approaches to explore complex biological systems towards network medicine GENES 2018

Progetti di Ricerca

Gruppi di ricerca

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

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