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lorenzo.farina@uniroma1.it
Lorenzo Farina
Professore Ordinario
Struttura:
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
E-mail:
lorenzo.farina@uniroma1.it
Pagina istituzionale corsi di laurea
Curriculum 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
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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)
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