A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation. - Nicola Altini; Berardino Prencipe; Antonio Brunetti; Gioacchino Brunetti; Vito Triggiani; Leonarda Carnimeo; Francescomaria Marino; Andrea Guerriero; Laura Villani; Arnaldo Scardapane; Giacomo Donato Cascarano (ICIC (1), 2020)

A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans. - Berardino Prencipe; Nicola Altini; Giacomo Donato Cascarano; Andrea Guerriero; Antonio Brunetti (ICIC (1), 2020)

Multi-class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features. - Nicola Altini; Tommaso Maria Marvulli; Mariapia Caputo; Eliseo Mattioli; Berardino Prencipe; Giacomo Donato Cascarano; Antonio Brunetti; Stefania Tommasi; Vitoantonio Bevilacqua; Simona De Summa; Alfredo Zito (ICIC (1), 2021)

Segmentation and Identification of Vertebrae in CT Scans Using CNN, k-Means Clustering and k-NN. - Nicola Altini; Giuseppe De Giosa; Nicola Fragasso; Claudia Coscia; Elena Sibilano; Berardino Prencipe; Sardar Mehboob Hussain; Antonio Brunetti; Domenico Buongiorno; Andrea Guerriero; Sabina Ilaria Tatò; Gioacchino Brunetti; et al. (Informatics, 2021)

Predictive Machine Learning Models and Survival Analysis for COVID-19 Prognosis Based on Hematochemical Parameters. - Nicola Altini; Antonio Brunetti; Stefano Mazzoleni; Fabrizio Moncelli; Ilenia Zagaria; Berardino Prencipe; Erika Lorusso; Enrico Buonamico; Giovanna Elisiana Carpagnano; Davide Fiore Bavaro; Mariacristina Poliseno; Annalisa Saracino; et al. (Sensors, 2021)

Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey. - Nicola Altini; Berardino Prencipe; Giacomo Donato Cascarano; Antonio Brunetti; Gioacchino Brunetti; Vito Triggiani; Leonarda Carnimeo; Francescomaria Marino; Andrea Guerriero; Laura Villani; Arnaldo Scardapane; Vitoantonio Bevilacqua (Neurocomputing, 2022)

Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs). - Huy Q. Vo; Pietro Antonio Cicalese; Surya Seshan; Syed Asad Rizvi; Aneesh Vathul; Gloria Bueno; Aníbal Pedraza Dorado; Niels Grabe; Katharina Stolle; Francesco Pesce; Joris J. T. H. Roelofs; Jesper Kers; et al. (CoRR, 2023)

The role of unpaired image-to-image translation for stain color normalization in colorectal cancer histology classification. - Nicola Altini; Tommaso Maria Marvulli; Francesco Alfredo Zito; Mariapia Caputo; Stefania Tommasi; Amalia Azzariti; Antonio Brunetti; Berardino Prencipe; Eliseo Mattioli; Simona De Summa; Vitoantonio Bevilacqua (Comput. Methods Programs Biomed., 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)

Classification of Glomerulonephritis with CNN and Self-Attention Networks in Individual Glomeruli in Nephropathology. - Gloria Bueno; Aníbal Pedraza; Israel Mateos-Aparicio-Ruiz; Hien Van Nguyen; Nicola Altini; Huy Q. Vo; Dejan Dobi; Jean-Baptiste Gibier; Alessandro Del Gobbo; Lucia González; Loreto Gesualdo; Francesco Pesce; et al. (BHI, 2024)

SurvIAE: Survival prediction with Interpretable Autoencoders from Diffuse Large B-Cells Lymphoma gene expression data. - Gian Maria Zaccaria; Nicola Altini; Giuseppe Mezzolla; Maria Carmela Vegliante; Marianna Stranieri; Susanna Anita Pappagallo; Sabino Ciavarella; Attilio Guarini; Vitoantonio Bevilacqua (Comput. Methods Programs Biomed., 2024)

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)

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)

Pharmacometric and Digital Twin modeling for adaptive scheduling of combination therapy in advanced gastric cancer. - Michela Prunella; Nicola Altini; Rosalba D'alessandro; Annalisa Schirizzi; Angela Dalia Ricci; Claudio Lotesoriere; Paolo Scarabaggio; Raffaele Carli; Mariagrazia Dotoli; Gianluigi Giannelli; Vitoantonio Bevilacqua (Comput. Methods Programs Biomed., 2025)

Development and validation of a machine learning prognostic model based on an epigenomic signature in patients with pancreatic ductal adenocarcinoma. - Gian Maria Zaccaria; Nicola Altini; Valentina Mongelli; Francescomaria Marino; Vitoantonio Bevilacqua (Int. J. Medical Informatics, 2025)

Pancreatic-Methylation-Analysis. - Gian Maria Zaccaria; Nicola Altini; Valentina Mongelli; Francescomaria Marino; Vitoantonio Bevilacqua (Zenodo, 2025)