A Systematic Review of Distributed Deep Learning Frameworks for Big Data. - Francesco Berloco; Vitoantonio Bevilacqua; Simona Colucci (ICIC (3), 2022)

ARGO 2.0: a Hybrid NLP/ML Framework for Diagnosis Standardization. - Francesco Berloco; Sabino Ciavarella; Simona Colucci; Luigi Alfredo Grieco; Attilio Guarini; Gian Maria Zaccaria (EMBC, 2023)

Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy. - Nicola Altini; Michele Rossini; Sándor Turkevi-Nagy; Francesco Pesce; Paola Pontrelli; Berardino Prencipe; Francesco Berloco; Surya Seshan; Jean-Baptiste Gibier; Aníbal Pedraza Dorado; Gloria Bueno; Licia Peruzzi; et al. (Comput. Methods Programs Biomed., 2023)

A time-dependent explainable radiomic analysis from the multi-omic cohort of CPTAC-Pancreatic Ductal Adenocarcinoma. - Gian Maria Zaccaria; Francesco Berloco; Domenico Buongiorno; Antonio Brunetti; Nicola Altini; Vitoantonio Bevilacqua (Comput. Methods Programs Biomed., 2024)

Distributed Analytics For Big Data: A Survey. - Francesco Berloco; Vitoantonio Bevilacqua; Simona Colucci (Neurocomputing, 2024)

A multimodal framework for assessing the link between pathomics, transcriptomics, and pancreatic cancer mutations. - Francesco Berloco; Gian Maria Zaccaria; Nicola Altini; Simona Colucci; Vitoantonio Bevilacqua (Comput. Medical Imaging Graph., 2025)