Guido Sanguinetti - Publications, H-index & Citations

Guido Sanguinetti

Scuola Internazionale Superiore di Studi Avanzati

48H指数

276论文数

8.1K被引数

收录论文 59

发表时间

CDK12/13 inhibition overcomes platinum resistance by impairing RNA metabolism CDK12/13抑制通过破坏RNA代谢克服铂耐药性

Signal Transduction and Targeted Therapy

IF52.7

2026-09-03

OAAI

Ilenia Pellarin; Valentina Rossi; Riccardo Giuseppe Margiotta; Javad Karimbayli; Alessio Polacchini; Ashwani Bahl; Milena Nicoloso; Maura Sonego; Sara D’Andrea; Laura Sala; Simone Canesi; Andrea Favero; Anna Nespolo; Danilo Licastro; Michele Bartoletti; Fabio Puglisi; Antonino Ditto; Vincenzo Canzonieri; Monica Schiappacassi; Iain McNeish; Guido Sanguinetti; Barbara Belletti; Gustavo Baldassarre

Scalable, fast and accurate differential gene expression testing from millions of cells of multiple patients 从数百万个细胞和多个患者中实现可扩展、快速且准确的差异基因表达检测

Nature Communications

IF15.7

2026-06-19

OAAI

Giovanni Santacatterina; Niccolò Tosato; Salvatore Milite; Katsiaryna Davydzenka; Edoardo Insaghi; Guido Sanguinetti; Stefano Cozzini; Leonardo Egidi; Giulio Caravagna

CRAK-Velo: chromatin accessibility kinetics integration improves RNA velocity estimation CRAK-Velo：染色质可及性动力学整合提高了RNA速度估计

Genome Biology

IF9.4

2026-05-05

OAAI

Nour El Kazwini; Mingze Gao; Idris Kouadri Boudjelthia; Fangxin Cai; Yuanhua Huang; Guido Sanguinetti

Interpretable learning of temporal cellular dynamics from single-cell data 从单细胞数据中可解释的细胞时空动力学学习

Cell Reports Methods

IF4.5

2026-03-23

OAAI

Boudjelthia, Idris Kouadri; Milite, Salvatore; El Kazwini, Nour; Huang, Yuanhua; Sottoriva, Andrea; Sanguinetti, Guido

Modelling transcription with explainable AI uncovers context-specific epigenetic gene regulation at promoters and gene bodies 使用可解释人工智能对转录进行建模，揭示了启动子和基因体中特异于上下文的表观遗传基因调控。

PLOS GENETICS

IF3.7

2025-10-01

PREAI

Chhatbar, Kashyap; Bird, Adrian; Sanguinetti, Guido

Investigating the relationship between the immune response and the severity of COVID-19: a large-cohort retrospective study

FRONTIERS IN IMMUNOLOGY

IF5.9

2025-01-08

OAAI

Margiotta, Riccardo Giuseppe; Sozio, Emanuela; Del Ben, Fabio; Beltrami, Antonio Paolo; Cesselli, Daniela; Comar, Marco; Devito, Alessandra; Fabris, Martina; Curcio, Francesco; Tascini, Carlo; Sanguinetti, Guido

SHARE-Topic: Bayesian interpretable modeling of single-cell multi-omic data

GENOME BIOLOGY

IF9.4

2024-02-23

OAAI

El Kazwini, Nour; Sanguinetti, Guido

On the Robustness of Bayesian Neural Networks to Adversarial Attacks 贝叶斯神经网络对抗攻击的鲁棒性研究

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

OAAI

Bortolussi, Luca; Carbone, Ginevra; Laurenti, Luca; Patane, Andrea; Sanguinetti, Guido; Wicker, Matthew

Bottom-up data integration in polymer models of chromatin organization

BIOPHYSICAL JOURNAL

IF3.1

2024-01-01

PREAI

Zhang, Alex Chen Yi; Rosa, Angelo; Sanguinetti, Guido

Model reduction for the Chemical Master Equation: An information-theoretic approach

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2023-03-16

OAAI

Ocal, Kaan; Sanguinetti, Guido; Grima, Ramon

Inference and uncertainty quantification of stochastic gene expression via synthetic models 基于合成模型的随机基因表达的推断和不确定性量化

JOURNAL OF THE ROYAL SOCIETY INTERFACE

IF3.5

2022-07-13

OAAI

Ocal, Kaan; Gutmann, Michael U.; Sanguinetti, Guido; Grima, Ramon

Uncertainty versus variability: Bayesian methods for analysis of scRNA-seq data 不确定性与变异性: 分析scrna-seq数据的贝叶斯方法

CURRENT OPINION IN SYSTEMS BIOLOGY

IF2.2

2021-12-01

PREAI

Huang, Yuanhua; Sanguinetti, Guido

BRIE2: computational identification of splicing phenotypes from single-cell transcriptomic experiments

GENOME BIOLOGY

IF9.4

2021-08-27

OAAI

Huang, Yuanhua; Sanguinetti, Guido

diffBUM-HMM: a robust statistical modeling approach for detecting RNA flexibility changes in high-throughput structure probing data

GENOME BIOLOGY

IF9.4

2021-05-27

OAAI

Marangio, Paolo; Law, Ka Ying Toby; Sanguinetti, Guido; Granneman, Sander

scMET: Bayesian modeling of DNA methylation heterogeneity at single-cell resolution scMET: 单细胞分辨率下DNA甲基化异质性的贝叶斯建模

GENOME BIOLOGY

IF9.4

2021-04-20

OAAI

Kapourani, Chantriolnt-Andreas; Argelaguet, Ricard; Sanguinetti, Guido; Vallejos, Catalina A.

Quantitative analysis questions the role of MeCP2 as a global regulator of alternative splicing

PLOS GENETICS

IF3.7

2020-10-13

OAAI

Chhatbar, Kashyap; Cholewa-Waclaw, Justyna; Shah, Ruth; Bird, Adrian; Sanguinetti, Guido

Subclonal reconstruction of tumors by using machine learning and population genetics

NATURE GENETICS

IF31.8

2020-09-02

OAAI

Caravagna, Giulio; Heide, Timon; Williams, Marc J.; Zapata, Luis; Nichol, Daniel; Chkhaidze, Ketevan; Cross, William; Cresswell, George D.; Werner, Benjamin; Acar, Ahmet; Chesler, Louis; Barnes, Chris P.; Sanguinetti, Guido; Graham, Trevor A.; Sottoriva, Andrea

Melissa: Bayesian clustering and imputation of single-cell methylomes

GENOME BIOLOGY

IF9.4

2019-03-21

OAAI

Kapourani, Chantriolnt-Andreas; Sanguinetti, Guido

Evolutionary dynamics of residual disease in human glioblastoma

ANNALS OF ONCOLOGY

IF65.4

2019-03-01

OAAI

Spiteri, I.; Caravagna, G.; Cresswell, G. D.; Vatsiou, A.; Nichol, D.; Acar, A.; Ermini, L.; Chkhaidze, K.; Werner, B.; Mair, R.; Brognaro, E.; Verhaak, R. G. W.; Sanguinetti, G.; Piccirillo, S. G. M.; Watts, C.; Sottoriva, A.

Detecting repeated cancer evolution from multiregion tumor sequencing data 从多区域肿瘤测序数据检测重复的癌症进化

NATURE METHODS

IF32.1

2018-08-31

294

OAAI

Caravagna, Giulio; Giarratano, Ylenia; Ramazzotti, Daniele; Tomlinson, Ian; Graham, Trevor A.; Sanguinetti, Guido; Sottoriva, Andrea

研究方向