Mattia Prosperi

35PUBLICATIONS
128CO-AUTHORS
Clinical social work practiceFormal methods for softwareEpidemiological methodsNeural networksCancer genetics
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Publications (35)

|Aug 02, 2026
Real-world evaluation of a transformer-based natural language processing system for identifying social determinants of health from routine clinical documentation.

|Dec 22, 2025
vir2vec: A Viral Genome-Wide Viral Embedding.

Simone Rancati, Pablo Arozarena Donelli, Giovanna Nicora

|Dec 08, 2025
Reconstruction of a Risk Analysis Tool That Uses Nursing Data for Frailty Assessment Among Older Adults: Derivation and Internal Evaluation Study.

Brian G Celso, Sarah E Ser, Urszula A Snigurska

|Dec 04, 2025
Paired-Sample and Pathway-Anchored MLOps Framework for Robust Transcriptomic Machine Learning in Small Cohorts: Model Classification Study.

Mahdieh Shabanian, Nima Pouladi, Liam Wilson

|Sep 08, 2025
The Burden of Cancer and Precancerous Conditions Among Transgender Individuals in a Large Health Care Network: Retrospective Cohort Study.

Shuang Yang, Yongqiu Li, Christopher W Wheldon

|Aug 04, 2025
SARITA: a large language model for generating the S1 subunit of the SARS-CoV-2 spike protein.

Simone Rancati, Giovanna Nicora, Laura Bergomi

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Frequent Collaborators

12 joint publications

Simone Marini

9 joint publications

Jiang Bian

7 joint publications

Marco Salemi

5 joint publications

Yi Guo