Guido Sanguinetti

Scuola Internazionale Superiore di Studi Avanzati — Italy

Biochemistry, Genetics and Molecular Biology · Life Sciences

48h-index8.1kcitations267works1.42yr avg
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Research Topics

Gene Regulatory Network Analysis(77), RNA Research and Splicing(32), Single-cell and spatial transcriptomics(30), Bioinformatics and Genomic Networks(29), Gene expression and cancer classification(28)

Publications267 total

Pervasive binding of the stem cell transcription factor SALL4 shapes the chromatin landscape
2025
Clonal evolution and risk assessment in myelodysplastic syndromes (MDS): A prospective Study of dynamic IPSS-m validation and evolutionary trajectory modeling by the italian MDS foundation (FISIM)
Blood·2025
Single-cell multi-omics profiling reveals distinct patterns of clonal expansion and microenvironmental shifts associated with disease evolution in patients with Myelodysplastic Syndromes
Blood·2025Open Access
Balanced Multimodal Learning via Mutual Information
arXiv (Cornell University)·2025Open Access
Modelling transcription with explainable AI uncovers context-specific epigenetic gene regulation at promoters and gene bodies
PLoS Genetics·2025· 1 citedOpen Access
bioSBM: A Random Graph Model to Integrate Epigenomic Data in Chromatin Structure Prediction
PRX Life·2025Open Access
Information-Theoretic Criteria for Knowledge Distillation in Multimodal Learning
arXiv (Cornell University)·2025Open Access
Scalable, fast and accurate differential gene expression testing from millions of cells of multiple patients
2025Open Access
Navigation through Non-Compact Symmetric Spaces: a mathematical perspective on Cartan Neural Networks
arXiv (Cornell University)·2025Open Access
BayVel: A Bayesian Framework for RNA Velocity Estimation in Single-Cell Transcriptomics
arXiv (Cornell University)·2025Open Access
Extending differential gene expression testing to handle genome aneuploidy in cancer
2025
Graph neural networks based climate emulator for kilometer scale hourly precipitation : a novel hybrid imperfect approach
2025Open Access
Modelling transcription with explainable AI uncovers context-specific epigenetic gene regulation at promoters and gene bodies
2025· 2 citedOpen Access
Investigating the relationship between the immune response and the severity of COVID-19: a large-cohort retrospective study
Frontiers in Immunology·2025Open Access
Extending Bayesian Modelling of RNA Velocity
2025
bioSBM: a random graph model to integrate epigenomic data in chromatin structure prediction
arXiv (Cornell University)·2024Open Access
CRAK-Velo: Chromatin Accessibility Kinetics integration improves RNA Velocity estimation
2024· 1 citedOpen Access
NeuroVelo: interpretable learning of temporal cellular dynamics from single-cell data
2024· 2 citedOpen Access
Investigating the relationship between the immune response and the severity of COVID-19: a large-cohort retrospective study
2024Open Access
On the Robustness of Bayesian Neural Networks to Adversarial Attacks
IEEE Transactions on Neural Networks and Learning Systems·2024· 9 cited
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Frequent Co-authors

Robert K. Poole(8), Neil D. Lawrence(7), Magnus Rattray(5), Luca Bortolussi(5), Chantriolnt-Andreas Kapourani(4), Jeffrey Green(4), Ezio Bartocci(4), David Schnoerr(3), Ramon Grima(3), Giulio Caravagna(3), Andrea Sottoriva(3), Vân Anh Huynh‐Thu(3), David Tollervey(3), Yuanhua Huang(3), Matthew D. Rolfe(3), Stephen J. Clark(2), Ricard Argelaguet(2), Felix Krueger(2), Gavin Kelsey(2), John C. Marioni(2)