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Nicola Altini
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2020 – today
- 2024
- [j7]Gian Maria Zaccaria
, Nicola Altini
SurvIAE: Survival prediction with Interpretable Autoencoders from Diffuse Large B-Cells Lymphoma gene expression data. Comput. Methods Programs Biomed. 244: 107966 (2024) - [j6]Gian Maria Zaccaria, Francesco Berloco, Domenico Buongiorno, Antonio Brunetti, Nicola Altini, Vitoantonio Bevilacqua:
A time-dependent explainable radiomic analysis from the multi-omic cohort of CPTAC-Pancreatic Ductal Adenocarcinoma. Comput. Methods Programs Biomed. 257: 108408 (2024) - 2023
- [j5]Nicola Altini, Tommaso Maria Marvulli
The role of unpaired image-to-image translation for stain color normalization in colorectal cancer histology classification. Comput. Methods Programs Biomed. 234: 107511 (2023) - [j4]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: 107814 (2023) - [i1]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 U. Becker:
Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs). CoRR abs/2311.14971 (2023) - 2022
- [j3]Nicola Altini, Berardino Prencipe, Giacomo Donato Cascarano, Antonio Brunetti
Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey. Neurocomputing 490: 30-53 (2022) - 2021
- [j2]Nicola Altini
Segmentation and Identification of Vertebrae in CT Scans Using CNN, k-Means Clustering and k-NN. Informatics 8(2): 40 (2021) - [j1]Nicola Altini
Predictive Machine Learning Models and Survival Analysis for COVID-19 Prognosis Based on Hematochemical Parameters. Sensors 21(24): 8503 (2021) - [c3]Nicola Altini, Tommaso Maria Marvulli
Multi-class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features. ICIC (1) 2021: 512-525 - 2020
- [c2]Nicola Altini
A Tversky Loss-Based Convolutional Neural Network for Liver Vessels Segmentation. ICIC (1) 2020: 342-354 - [c1]Berardino Prencipe
A Novel Approach Based on Region Growing Algorithm for Liver and Spleen Segmentation from CT Scans. ICIC (1) 2020: 398-410
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