Lorenzo Farina | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Pazienti fatti a pezzi	RECENTI PROGRESSI IN MEDICINA	2024
Precision medicine: Beyond AI	COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE UPDATE	2024
AI will not give us precision medicine	ANNALI DELL'ISTITUTO SUPERIORE DI SANITÀ	2024
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
Positive Dynamical Systems: New Applications, Old Problems	INTERNATIONAL JOURNAL OF CONTROL, AUTOMATION, AND SYSTEMS	2023
Network medicine for patients' stratification: From single‐layer to multi‐omics	WIRES MECHANISMS OF DISEASE	2023
Network-based integration of clinical, imaging and molecular biomarkers of dementia	Eighth National Congress of Bioengineering – Proceedings	2023
Systems Precision Medicine: Putting the Pieces Back Together	SYSTEMS	2023
La medicina di precisione come opera d’arte collettiva	RECENTI PROGRESSI IN MEDICINA	2023
Stratification of metastatic melanoma patients based on mutational signatures	2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)	2023
Multi-layer network modelling of genomic and transcriptomic data to investigate the response to checkpoint inhibitors in NSCLC	2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)	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

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)