Nicola Altini

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Colorectal Cancer

Survival Prediction

Top Venues

Comput. Methods Programs Biomed.

Publications

Gian Maria Zaccaria, Nicola Altini, Giuseppe Mezzolla, Maria Carmela Vegliante, Marianna Stranieri, Susanna Anita Pappagallo, Sabino Ciavarella, Attilio Guarini, Vitoantonio Bevilacqua
SurvIAE: Survival prediction with Interpretable Autoencoders from Diffuse Large B-Cells Lymphoma gene expression data. Comput. Methods Programs Biomed. 244 (2024)
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
The role of unpaired image-to-image translation for stain color normalization in colorectal cancer histology classification. Comput. Methods Programs Biomed. 234 (2023)
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, Mattia Rossi, Albino Eccher, Feifei Li, Adamantios Koumpis, Oya Beyan, Jonathan Barratt, Huy Quoc Vo, Chandra Mohan, Hien Van Nguyen, Pietro Antonio Cicalese, Angela Ernst, Loreto Gesualdo, Vitoantonio Bevilacqua, Jan Ulrich Becker
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy. Comput. Methods Programs Biomed. 242 (2023)
Huy Q. Vo, Pietro Antonio Cicalese, Surya Seshan, Syed Asad Rizvi, Aneesh Vathul, Gloria Bueno, Anibal Pedraza Dorado, Niels Grabe, Katharina Stolle, Francesco Pesce, Joris J. T. H. Roelofs, Jesper Kers, Vitoantonio Bevilacqua, Nicola Altini, Bernd Schröppel, Dario Roccatello, Antonella Barreca, Savino Sciascia, Chandra Mohan, Hien Van Nguyen, Jan U. Becker
Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs). CoRR (2023)
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
Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey. Neurocomputing 490 (2022)
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
Multi-class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features. ICIC (1) (2021)
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, Annalisa Schirinzi, Riccardo Laterza, Francesca Di Serio, Alessia D'Introno, Francesco Pesce, Vitoantonio Bevilacqua
Predictive Machine Learning Models and Survival Analysis for COVID-19 Prognosis Based on Hematochemical Parameters. Sensors 21 (24) (2021)
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, Vito Triggiani, Vitoantonio Bevilacqua
Segmentation and Identification of Vertebrae in CT Scans Using CNN, k-Means Clustering and k-NN. Informatics 8 (2) (2021)
Nicola Altini, Berardino Prencipe, Antonio Brunetti, Gioacchino Brunetti, Vito Triggiani, Leonarda Carnimeo, Francescomaria Marino, Andrea Guerriero, Laura Villani, Arnaldo Scardapane, Giacomo Donato Cascarano
A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation. ICIC (1) (2020)
Berardino Prencipe, Nicola Altini, Giacomo Donato Cascarano, Andrea Guerriero, Antonio Brunetti
A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans. ICIC (1) (2020)