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Nicola Altini
Nicola Altini
Assistant Professor @ Polytechnic University of Bari
Verified email at poliba.it - Homepage
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Year
Semantic segmentation framework for glomeruli detection and classification in kidney histological sections
N Altini, GD Cascarano, A Brunetti, F Marino, MT Rocchetti, S Matino, ...
Electronics 9 (3), 503, 2020
552020
Segmentation and Identification of Vertebrae in CT Scans Using CNN, k-Means Clustering and k-NN
N Altini, G De Giosa, N Fragasso, C Coscia, E Sibilano, B Prencipe, ...
Informatics 8 (2), 40, 2021
352021
A deep learning instance segmentation approach for global glomerulosclerosis assessment in donor kidney biopsies
N Altini, GD Cascarano, A Brunetti, I De Feudis, D Buongiorno, M Rossini, ...
Electronics 9 (11), 1768, 2020
322020
Liver, kidney and spleen segmentation from CT scans and MRI with deep learning: A survey
N Altini, B Prencipe, GD Cascarano, A Brunetti, G Brunetti, V Triggiani, ...
Neurocomputing 490, 30-53, 2022
292022
Shape-Based Breast Lesion Classification Using Digital Tomosynthesis Images: The Role of Explainable Artificial Intelligence
SM Hussain, D Buongiorno, N Altini, F Berloco, B Prencipe, M Moschetta, ...
Applied Sciences 12 (12), 6230, 2022
172022
Lung segmentation and characterization in COVID-19 patients for assessing pulmonary thromboembolism: an approach based on deep learning and radiomics
V Bevilacqua, N Altini, B Prencipe, A Brunetti, L Villani, A Sacco, C Morelli, ...
Electronics 10 (20), 2475, 2021
152021
NDG-CAM: nuclei detection in histopathology images with semantic segmentation networks and grad-CAM
N Altini, A Brunetti, E Puro, MG Taccogna, C Saponaro, FA Zito, ...
Bioengineering 9 (9), 475, 2022
142022
Focal dice loss-based V-Net for liver segments classification
B Prencipe, N Altini, GD Cascarano, A Brunetti, A Guerriero, V Bevilacqua
Applied Sciences 12 (7), 3247, 2022
122022
Multi-class tissue classification in colorectal cancer with handcrafted and deep features
N Altini, TM Marvulli, M Caputo, E Mattioli, B Prencipe, GD Cascarano, ...
Intelligent Computing Theories and Application: 17th Internationalá…, 2021
122021
A Tversky loss-based convolutional neural network for liver vessels segmentation
N Altini, B Prencipe, A Brunetti, G Brunetti, V Triggiani, L Carnimeo, ...
Intelligent Computing Theories and Application: 16th Internationalá…, 2020
122020
Predictive machine learning models and survival analysis for COVID-19 prognosis based on hematochemical parameters
N Altini, A Brunetti, S Mazzoleni, F Moncelli, I Zagaria, B Prencipe, ...
Sensors 21 (24), 8503, 2021
112021
The role of unpaired image-to-image translation for stain color normalization in colorectal cancer histology classification
N Altini, TM Marvulli, FA Zito, M Caputo, S Tommasi, A Azzariti, A Brunetti, ...
Computer Methods and Programs in Biomedicine 234, 107511, 2023
62023
A Machine Learning and Radiomics Approach in Lung Cancer for Predicting Histological Subtype
A Brunetti, N Altini, D Buongiorno, E Garolla, F Corallo, M Gravina, ...
Applied Sciences 12 (12), 5829, 2022
62022
Intelligent neonatal sepsis early diagnosis system for very low birth weight infants
F Tarricone, A Brunetti, D Buongiorno, N Altini, V Bevilacqua, ...
Applied Sciences 11 (1), 404, 2021
62021
A Fusion Biopsy Framework for Prostate Cancer Based on Deformable Superellipses and nnU-Net
N Altini, A Brunetti, VP Napoletano, F Girardi, E Allegretti, SM Hussain, ...
Bioengineering 9 (8), 343, 2022
42022
A novel approach based on region growing algorithm for liver and spleen segmentation from CT scans
B Prencipe, N Altini, GD Cascarano, A Guerriero, A Brunetti
Intelligent Computing Theories and Application: 16th Internationalá…, 2020
42020
Tumor Cellularity Assessment of Breast Histopathological Slides via Instance Segmentation and Pathomic Features Explainability
N Altini, E Puro, MG Taccogna, F Marino, S De Summa, C Saponaro, ...
Bioengineering 10 (4), 396, 2023
32023
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy
N Altini, M Rossini, S Turkevi-Nagy, F Pesce, P Pontrelli, B Prencipe, ...
Computer Methods and Programs in Biomedicine 242, 107814, 2023
12023
A Decision-tree Approach to Stratify DLBCL Risk Based on Stromal and Immune Microenvironment Determinants
GM Zaccaria, MC Vegliante, G Mezzolla, M Stranieri, G Volpe, N Altini, ...
HemaSphere 7 (4), 2023
12023
SurvIAE: Survival prediction with Interpretable Autoencoders from Diffuse Large B-Cells Lymphoma gene expression data
GM Zaccaria, N Altini, G Mezzolla, MC Vegliante, M Stranieri, ...
Computer Methods and Programs in Biomedicine 244, 107966, 2024
2024
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