Nicola Altini - RankMe

17 papers Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Comparison Between Unimodal and Multimodal Segmentation Models for Deep Brain Structures from T1- and T2-Weighted MRI. Mach. Learn. Knowl. Extr. Nicola Altini, Erica Lasaracina, Francesca Galeone, Michela Prunella, Vladimiro Suglia, Leonarda Carnimeo, Vito Triggiani, Daniele Ranieri, Gioacchino Brunetti, Vitoantonio Bevilacqua
2025	J	`jnl`	A multimodal framework for assessing the link between pathomics, transcriptomics, and pancreatic cancer mutations. Comput. Medical Imaging Graph. Francesco Berloco, Gian Maria Zaccaria, Nicola Altini, Simona Colucci, Vitoantonio Bevilacqua
2025	J	`jnl`	Development and validation of a machine learning prognostic model based on an epigenomic signature in patients with pancreatic ductal adenocarcinoma. Int. J. Medical Informatics Gian Maria Zaccaria, Nicola Altini, Valentina Mongelli, Francescomaria Marino, Vitoantonio Bevilacqua
2025	J	`jnl`	Multistain multicompartment automatic segmentation in renal biopsies with thrombotic microangiopathies and other vasculopathies. Comput. Medical Imaging Graph. Nicola Altini, Michela Prunella, Surya V. Seshan, Savino Sciascia, Antonella Barreca, Alessandro Del Gobbo, Stefan Porubský, Hien Van Nguyen, Claudia Delprete, Berardino Prencipe, Dejan Dobi, Daan P. C. van Doorn, Sjoerd A. M. E. G. Timmermans, Pieter van Paassen, Vitoantonio Bevilacqua, Jan Ulrich Becker
2025	J	`jnl`	Pharmacometric and Digital Twin modeling for adaptive scheduling of combination therapy in advanced gastric cancer. Comput. Methods Programs Biomed. Michela Prunella, Nicola Altini, Rosalba D'alessandro, Annalisa Schirizzi, Angela Dalia Ricci, Claudio Lotesoriere, Paolo Scarabaggio, Raffaele Carli, Mariagrazia Dotoli, Gianluigi Giannelli, Vitoantonio Bevilacqua
2024	J	`jnl`	A time-dependent explainable radiomic analysis from the multi-omic cohort of CPTAC-Pancreatic Ductal Adenocarcinoma. Comput. Methods Programs Biomed. Gian Maria Zaccaria, Francesco Berloco, Domenico Buongiorno, Antonio Brunetti, Nicola Altini, Vitoantonio Bevilacqua
2024	—	`conf`	Classification of Glomerulonephritis with CNN and Self-Attention Networks in Individual Glomeruli in Nephropathology. BHI 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, Michele Rossini, Avi Rosenberg, Jan Ulrich Becker
2024	J	`jnl`	SurvIAE: Survival prediction with Interpretable Autoencoders from Diffuse Large B-Cells Lymphoma gene expression data. Comput. Methods Programs Biomed. Gian Maria Zaccaria, Nicola Altini, Giuseppe Mezzolla, Maria Carmela Vegliante, Marianna Stranieri, Susanna Anita Pappagallo, Sabino Ciavarella, Attilio Guarini, Vitoantonio Bevilacqua
2023	J	`jnl`	Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy. Comput. Methods Programs Biomed. 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
2023	J	`jnl`	Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs). CoRR 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, Vitoantonio Bevilacqua, Nicola Altini, Bernd Schröppel, Dario Roccatello, Antonella Barreca, Savino Sciascia, Chandra Mohan, Hien Van Nguyen, Jan Ulrich Becker
2023	J	`jnl`	The role of unpaired image-to-image translation for stain color normalization in colorectal cancer histology classification. Comput. Methods Programs Biomed. 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
2022	J	`jnl`	Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey. Neurocomputing 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
2021	—	`conf`	Multi-class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features. ICIC (1) 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
2021	J	`jnl`	Predictive Machine Learning Models and Survival Analysis for COVID-19 Prognosis Based on Hematochemical Parameters. Sensors 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
2021	J	`jnl`	Segmentation and Identification of Vertebrae in CT Scans Using CNN, k-Means Clustering and k-NN. Informatics 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
2020	—	`conf`	A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans. ICIC (1) Berardino Prencipe, Nicola Altini, Giacomo Donato Cascarano, Andrea Guerriero, Antonio Brunetti
2020	—	`conf`	A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation. ICIC (1) Nicola Altini, Berardino Prencipe, Antonio Brunetti, Gioacchino Brunetti, Vito Triggiani, Leonarda Carnimeo, Francescomaria Marino, Andrea Guerriero, Laura Villani, Arnaldo Scardapane, Giacomo Donato Cascarano