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Valerio Guarrasi

Università Campus Bio-Medico di Roma

17H指数
98论文数
855被引数
收录论文 30
发表时间
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Benchmarking foundation models for tumor segmentation across multiple cancer types跨多种癌症类型评估肿瘤分割的基础模型
errScientific Reports
IF3.9
err2026-09-19
err0
errOAAI
errMatteo Tortora; Elena Mulero Ayllón; Filippo Ruffini; Valerio Guarrasi; Paolo Soda
err分享
err收藏
XGeM: A multi-prompt foundation model for multimodal medical data generationXGeM: 多模态医疗数据生成的多提示基础模型
errComputerized Medical Imaging and Graphics
IF4.9
err2026-01-30
err0
PREAI
errDaniele Molino; Francesco Di Feola; Eliodoro Faiella; Deborah Fazzini; Domiziana Santucci; Linlin Shen; Valerio Guarrasi; Paolo Soda
err分享
err收藏
Beyond a single mode: GAN ensembles for diverse medical data generation超越单一模式：用于多样化医疗数据生成的GAN集成
errComputer Methods and Programs in Biomedicine
IF4.8
err2026-01-02
err0
PREAI
errLorenzo Tronchin; Tommy Löfstedt; Paolo Soda; Valerio Guarrasi
err分享
err收藏
Not another imputation method: A transformer-based model for missing values in tabular datasets非另一种插补方法：一种用于表格数据集中缺失值的基于Transformer的模型
errAI Open
IF14.8
err2026-01-01
err0
errOAAI
errCaruso, Camillo Maria; Soda, Paolo; Guarrasi, Valerio
err分享
err收藏
Augmented intelligence for multimodal virtual biopsy in breast cancer using generative artificial intelligence基于生成式人工智能的多模态虚拟活检在乳腺癌中的增强智能应用
errJournal of Biomedical Informatics
IF4.5
err2025-12-26
err0
PREAI
errAurora Rofena; Claudia Lucia Piccolo; Bruno Beomonte Zobel; Paolo Soda; Valerio Guarrasi
err分享
err收藏
Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imaging基准测试基础模型和参数高效微调在医学影像预后预测中的应用
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-12-02
err0
errOAAI
errFilippo Ruffini; Elena Mulero Ayllon; Linlin Shen; Paolo Soda; Valerio Guarrasi
err分享
err收藏
Identifying Cardiogenic Shock Sub-Phenotypes with Machine Learning: A Multicenter Study Combining Clinical and Echocardiographic Data
errJACC-ADVANCES
IF0
err2025-11-01
err0
errOAAI
errGhionzoli, Nicolo; Stefanini, Andrea; Halasz, Geza; Dini, Carlotta Sorini; Francesconi, Arianna; Sciaccaluga, Carlotta; Righini, Francesca Maria; Guarrasi, Valerio; Soda, Paolo; Pastore, Maria Concetta; Delcuratolo, Elvira; Aboumarie, Hatem Soliman; Piazza, Vito; Marini, Marco; Gabrielli, Domenico; Cameli, Matteo; Valente, Serafina
err分享
err收藏
Long-term outcomes from pembrolizumab monotherapy in patients with advanced NSCLC, PD-L1 expression ≥ 50 %, and poor performance status: Transformer-based AI to characterize prognostic complexity长期接受帕博利珠单抗单药治疗的患者中，具有晚期非小细胞肺癌、PD-L1表达≥50%且体力状况较差者的长期结局：基于Transformer的AI用于表征预后复杂性
errLung Cancer
IF4.4
err2025-10-16
err0
errOAAI
errAlessio Cortellini; Edoardo Garbo; Giulia La Cava; Fabrizio Citarella; Valentina Santo; Leonardo Brunetti; David J Pinato; Jarushka Naidoo; Monica Loza; Carlo Genova; Scott Gettinger; So Yeon Kim; Ritujith Jayakrishnan; Talal El Zarif; Marco Russano; Federica Pecci; Alessandro Di Federico; Michele Montrone; Dwight H Owen; Diego Signorelli; Mingjia Li; Andrea Camerini; Balazs Halmos; Bruno Vincenzi; Giulio Metro; Sai Yendamuri; Francesco Grossi; Eleni Josephides; Bartłomiej Tomasik; Raffaele Giusti; Emilio Bria; Martin Sebastian; Maximilian Rost; Fabian Acker; Lorenza Landi; Francesca Mazzoni; Alessandro Morabito; Alessandro Leonetti; Luca Cantini; Giannis Mountzios; Sukumar Kalvapudi; David O’Reilly; Eleni Karapanagiotou; Isabelle Monnet; Javier Baena; Marianna Macerelli; Margarita Majem; Aida Piedra; Diego L Cortinovis; Giuseppe Tonini; Gabriele Minuti; Laura Mezquita; Teresa Gorria; Teresa Beninato; Giuseppe Lo Russo; Arsela PrelaJ; Andrea De Giglio; Federica Biello; Frank Aboubakar Nana; Anne-Marie C. Dingemans; Joachim GJV Aerts; Roberto Ferrara; Taher Abu Hejleh; Kazuki Takada; Abdul R Naqash; Marina C Garassino; Heather A. Wakelee; Amin Nassar; Biagio Ricciuti; Paolo Soda; Camillo Maria Caruso; Valerio Guarrasi
err分享
err收藏
ACGM: Attribute-Centric Graph Modeling Network for Concurrent Missing Tabular Data Imputation and COVID-19 PrognosisACGM：面向属性中心的图建模网络，用于并发缺失表格数据的插补和COVID-19预后预测
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-10-07
err0
PREAI
errZhuoru Wu; Wenting Chen; Xuechen Li; Filippo Ruffini; Shaonan Liu; Lorenzo Tronchin; Domenico Albano; Eliodoro Faiella; Deborah Fazzini; Domiziana Santucci; Xiaoling Luo; Valerio Guarrasi; Paolo Soda; Linlin Shen
err分享
err收藏
MARIA: A multimodal transformer model for incomplete healthcare dataMARIA：一种用于不完整医疗数据的跨模态Transformer模型
errComputers in Biology and Medicine
IF6.3
err2025-08-09
err0
errOAAI
errCamillo Maria Caruso; Paolo Soda; Valerio Guarrasi
err分享
err收藏
Beyond unimodal analysis: Multimodal ensemble learning for enhanced assessment of atherosclerotic disease progression超越单模态分析：多模态集成学习以增强对动脉粥样硬化疾病进展的评估
errComputerized Medical Imaging and Graphics
IF4.9
err2025-08-05
err0
errOAAI
errValerio Guarrasi; Amanda Bertgren; Ulf Näslund; Patrik Wennberg; Paolo Soda; Christer Grönlund
err分享
err收藏
Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer医生参与式循环：一种可解释的多视角深度学习框架，用于预测非小细胞肺癌的病理反应
errImage and Vision Computing
IF4.2
err2025-07-03
err0
errOAAI
errAlice Natalina Caragliano; Filippo Ruffini; Carlo Greco; Edy Ippolito; Michele Fiore; Claudia Tacconi; Lorenzo Nibid; Giuseppe Perrone; Sara Ramella; Paolo Soda; Valerio Guarrasi
err分享
err收藏
Class balancing diversity multimodal ensemble for Alzheimer's disease diagnosis and early detection基于类别平衡多样性的多模态集成方法用于阿尔茨海默氏症的诊断和早期检测
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2025-07-01
err0
errOAAI
errArianna Francesconi; Lazzaro di Biase; Donato Cappetta; Fabio Rebecchi; Paolo Soda; Rosa Sicilia; Valerio Guarrasi
err分享
err收藏
A graph neural network-based model with out-of-distribution robustness for enhancing antiretroviral therapy outcome prediction for HIV-1
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2025-03-01
err0
errOAAI
errDi Teodoro, Giulia; Siciliano, Federico; Guarrasi, Valerio; Vandamme, Anne-Mieke; Ghisetti, Valeria; Soennerborg, Anders; Zazzi, Maurizio; Silvestri, Fabrizio; Palagi, Laura
err分享
err收藏
Multimodal explainability via latent shift applied to COVID-19 stratification
errPATTERN RECOGNITION
IF7.6
err2024-12-01
err2
errOAAI
errGuarrasi, Valerio; Tronchin, Lorenzo; Albano, Domenico; Faiella, Eliodoro; Fazzini, Deborah; Santucci, Domiziana; Soda, Paolo
err分享
err收藏
Radiomics for Predicting Prognostic Factors in Breast Cancer: Insights from Contrast-Enhanced Mammography (CEM)
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2024-10-29
err1
errOAAI
errPiccolo, Claudia Lucia; Sarli, Marina; Pileri, Matteo; Tommasiello, Manuela; Rofena, Aurora; Guarrasi, Valerio; Soda, Paolo; Beomonte Zobel, Bruno
err分享
err收藏
A deep learning approach for virtual contrast enhancement in Contrast Enhanced Spectral Mammography对比增强光谱乳腺摄影中虚拟对比增强的深度学习方法
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2024-09-01
err5
errOAAI
errRofena, Aurora; Guarrasi, Valerio; Sarli, Marina; Piccolo, Claudia Lucia; Sammarra, Matteo; Zobel, Bruno Beomonte; Soda, Paolo
err分享
err收藏
A deep learning approach for overall survival prediction in lung cancer with missing values
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-09-01
err5
errOAAI
errCaruso, Camillo Maria; Guarrasi, Valerio; Ramella, Sara; Soda, Paolo
err分享
err收藏
Gut microbiota functional profiling in autism spectrum disorders: bacterial VOCs and related metabolic pathways acting as disease biomarkers and predictors
errFRONTIERS IN MICROBIOLOGY
IF4.5
err2023-12-18
err4
errOAAI
errVernocchi, Pamela; Marangelo, Chiara; Guerrera, Silvia; Del Chierico, Federica; Guarrasi, Valerio; Gardini, Simone; Conte, Federica; Paci, Paola; Ianiro, Gianluca; Gasbarrini, Antonio; Vicari, Stefano; Putignani, Lorenza
err分享
err收藏
Williams-Beuren syndrome shapes the gut microbiota metaproteome
errSCIENTIFIC REPORTS
IF3.9
err2023-11-03
err3
errOAAI
errMarzano, Valeria; Mortera, Stefano Levi; Vernocchi, Pamela; Del Chierico, Federica; Marangelo, Chiara; Guarrasi, Valerio; Gardini, Simone; Dentici, Maria Lisa; Capolino, Rossella; Digilio, Maria Cristina; Di Donato, Maddalena; Spasari, Iolanda; Abreu, Maria Teresa; Dallapiccola, Bruno; Putignani, Lorenza
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
A
Antonio Gasbarrini
H 指数: 145 · 论文数: 3.8K
B
Bruno Dallapiccola
H 指数: 105 · 论文数: 1.8K
M
María T. Abreu
H 指数: 97 · 论文数: 762
H
Heather A. Wakelee
H 指数: 88 · 论文数: 954
G
Giuseppe Tonini
H 指数: 85 · 论文数: 1.2K
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