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Giorgio Valentini

University of Milan

39H-index
260Paper Count
6.1KCitation Count
Published Papers 56
Publication Date
Systematic benchmarking demonstrates large language models have not reached the diagnostic accuracy of traditional rare-disease decision support tools
err2026-02-24
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errJustin T. Reese; Leonardo Chimirri; Yasemin Bridges; Daniel Danis; J. Harry Caufield; Michael A. Gargano; Carlo Kroll; Andrew Schmeder; Fengchen Liu; Kyran Wissink; Julie A. McMurry; Adam S. L. Graefe; Enock Niyonkuru; Daniel R. Korn; Elena Casiraghi; Giorgio Valentini; Julius O. B. Jacobsen; Melissa Haendel; Damian Smedley; Christopher J. Mungall; Peter N. Robinson
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A Transformer-Based Model to Predict Micro RNA Interactions
err2026-01-01
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PREAI
errNicolini, Marco; Stacchietti, Federico; Cano, Carlos; Casiraghi, Elena; Valentini, Giorgio
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Modular Deep Neural Networks with Residual Connections for Predicting the Pathogenicity of Genetic Variants in Non Coding Genomic Regions
err2026-01-01
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PREAI
errStacchietti, Federico; Nicolini, Marco; Chimirri, Leonardo; Robinson, Peter N.; Casiraghi, Elena; Valentini, Giorgio
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Replacing non-biomedical concepts improves embedding of biomedical concepts
err2025-05-05
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errNiyonkuru, Enock; Gomez, Mauricio Soto; Casarighi, Elena; Antogiovanni, Stephan; Blau, Hannah; Reese, Justin T.; Valentini, Giorgio; Robinson, Peter N.
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Intrinsic-dimension analysis for guiding dimensionality reduction and data fusion in multi-omics data processing
err2025-02-01
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errGliozzo, Jessica; Soto-Gomez, Mauricio; Guarino, Valentina; Bonometti, Arturo; Cabri, Alberto; Cavalleri, Emanuele; Reese, Justin; Robinson, Peter N.; Mesiti, Marco; Valentini, Giorgio; Casiraghi, Elena
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Predicting nutrition and environmental factors associated with female reproductive disorders using a knowledge graph and random forests
err2024-07-01
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errChan, Lauren E.; Casiraghi, Elena; Reese, Justin; Harmon, Quaker E.; Schaper, Kevin; Hegde, Harshad; Valentini, Giorgio; Schmitt, Charles; Motsinger-Reif, Alison; Hall, Janet E.; Mungall, Christopher J.; Robinson, Peter N.; Haendel, Melissa A.
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Association of post-COVID phenotypic manifestations with new-onset psychiatric disease
err2024-06-08
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errColeman, Ben; Casiraghi, Elena; Callahan, Tiffany J.; Blau, Hannah; Chan, Lauren E.; Laraway, Bryan; Clark, Kevin B.; Re'em, Yochai; Gersing, Ken R.; Wilkins, Kenneth J.; Harris, Nomi L.; Valentini, Giorgio; Haendel, Melissa A.; Reese, Justin T.; Robinson, Peter N.
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Predictive models of long COVID
err2023-10-01
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errAntony, Blessy; Blau, Hannah; Casiraghi, Elena; Loomba, Johanna J.; Callahan, Tiffany J.; Laraway, Bryan J.; Wilkins, Kenneth J.; Antonescu, Corneliu C.; Valentini, Giorgio; Williams, Andrew E.; Robinson, Peter N.; Reese, Justin T.; Murali, T. M.
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A software resource for large graph processing and analysis
err2023-06-26
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PREAI
errCasiraghi, Elena; Valentini, Giorgio
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GRAPE for fast and scalable graph processing and random-walk-based embedding
err2023-06-26
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errCappelletti, Luca; Fontana, Tommaso; Casiraghi, Elena; Ravanmehr, Vida; Callahan, Tiffany J. J.; Cano, Carlos; Joachimiak, Marcin P. P.; Mungall, Christopher J. J.; Robinson, Peter N. N.; Reese, Justin; Valentini, Giorgio
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A method for comparing multiple imputation techniques: A case study on the US national COVID cohort collaborative
err2023-03-01
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errCasiraghi, Elena; Wong, Rachel; Hall, Margaret; Coleman, Ben; Notaro, Marco; Evans, Michael D.; Tronieri, Jena S.; Blau, Hannah; Laraway, Bryan; Callahan, Tiffany J.; Chan, Lauren E.; Bramante, Carolyn T.; Buse, John B.; Moffitt, Richard A.; Sturmer, Til; Johnson, Steven G.; Shao, Yu Raymond; Reese, Justin; Robinson, Peter N.; Paccanaro, Alberto; Valentini, Giorgio; Huling, Jared D.; Wilkins, Kenneth J.
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Combining Clinical and Genetic Data to Predict Response to Fingolimod Treatment in Relapsing Remitting Multiple Sclerosis Patients: A Precision Medicine Approach
err2023-01-06
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errFerre, Laura; Clarelli, Ferdinando; Pignolet, Beatrice; Mascia, Elisabetta; Frasca, Marco; Santoro, Silvia; Sorosina, Melissa; Bucciarelli, Florence; Moiola, Lucia; Martinelli, Vittorio; Comi, Giancarlo; Liblau, Roland; Filippi, Massimo; Valentini, Giorgio; Esposito, Federica
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Generalisable long COVID subtypes: Findings from the NIH N3C and RECOVER programmes
err2023-01-01
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errReese, Justin T.; Blau, Hannah; Casiraghi, Elena; Bergquist, Timothy; Loomba, Johanna J.; Callahan, Tiffany J.; Laraway, Bryan; Antonescu, Corneliu; Coleman, Ben; Gargano, Michael; Wilkins, Kenneth J.; Cappelletti, Luca; Fontana, Tommaso; Ammar, Nariman; Antony, Blessy; Murali, T. M.; Caufield, J. Harry; Karlebach, Guy; McMurry, Julie A.; Williams, Andrew; Moffitt, Richard; Banerjee, Jineta; Solomonides, Anthony E.; Davis, Hannah; Kostka, Kristin; Valentini, Giorgio; Sahner, David; Chute, Christopher G.; Madlock-Brown, Charisse; Haendel, Melissa A.; Robinson, Peter N.
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Metformin is associated with reduced COVID-19 severity in patients with prediabetes
err2022-12-01
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errChan, Lauren E.; Casiraghi, Elena; Laraway, Bryan; Coleman, Ben; Blau, Hannah; Zaman, Adnin; Harris, Nomi L.; Wilkins, Kenneth; Antony, Blessy; Gargano, Michael; Valentini, Giorgio; Sahner, David; Haendel, Melissa; Robinson, Peter N.; Bramante, Carolyn; Reese, Justin
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Heterogeneous data integration methods for patient similarity networks
err2022-06-13
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errGliozzo, Jessica; Mesiti, Marco; Notaro, Marco; Petrini, Alessandro; Patak, Alex; Puertas-Gallardo, Antonio; Paccanaro, Alberto; Valentini, Giorgio; Casiraghi, Elena
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NSAID use and clinical outcomes in COVID-19 patients: a 38-center retrospective cohort study
err2022-05-15
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errReese, Justin T.; Coleman, Ben; Chan, Lauren; Blau, Hannah; Callahan, Tiffany J.; Cappelletti, Luca; Fontana, Tommaso; Bradwell, Katie Rebecca; Harris, Nomi L.; Casiraghi, Elena; Valentini, Giorgio; Karlebach, Guy; Deer, Rachel; McMurry, Julie A.; Haendel, Melissa A.; Chute, Christopher G.; Pfaff, Emily; Moffitt, Richard; Spratt, Heidi; Singh, Jasvinder; Mungall, Christopher J.; Williams, Andrew E.; Robinson, Peter N.
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Supervised learning with word embeddings derived from PubMed captures latent knowledge about protein kinases and cancer
err2021-12-08
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errRavanmehr, Vida; Blau, Hannah; Cappelletti, Luca; Fontana, Tommaso; Carmody, Leigh; Coleman, Ben; George, Joshy; Reese, Justin; Joachimiak, Marcin; Bocci, Giovanni; Hansen, Peter; Bult, Carol; Rueter, Jens; Casiraghi, Elena; Valentini, Giorgio; Mungall, Christopher; Oprea, Tudor, I; Robinson, Peter N.
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Interpretable prioritization of splice variants in diagnostic next-generation sequencing (vol 108, pg 1564, 2021)
err2021-11-01
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errDanis, Daniel; Jacobsen, Julius O. B.; Carmody, Leigh C.; Gargano, Michael A.; McMurry, Julie A.; Hegde, Ayushi; Haendel, Melissa A.; Valentini, Giorgio; Smedley, Damian; Robinson, Peter N.
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Interpretable prioritization of splice variants in diagnostic next-generation sequencing
err2021-09-01
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errDanis, Daniel; Jacobsen, Julius O. B.; Carmody, Leigh C.; Gargano, Michael A.; McMurry, Julie A.; Hegde, Ayushi; Haendel, Melissa A.; Valentini, Giorgio; Smedley, Damian; Robinson, Peter N.
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