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ORCIDFrancesco Tortorella
- > Home > Persons > Francesco Tortorella
Publications
- 2024
[j29]Claudio Marrocco
, Alessandro Bria, Francesco Tortorella, Sara Parrilli, Luca Cicala, Mariano Focareta, Giuseppe Meoli, Mario Molinara:
Illegal Microdumps Detection in Multi-Mission Satellite Images With Deep Neural Network and Transfer Learning Approach. IEEE Access 12: 79585-79601 (2024)- 2023
- [j28]Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria:
Learnable DoG convolutional filters for microcalcification detection. Artif. Intell. Medicine 143: 102629 (2023) - [j27]Amparo S. Betancourt Tarifa, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Alessandro Bria:
Transformer-based mass detection in digital mammograms. J. Ambient Intell. Humaniz. Comput. 14(3): 2723-2737 (2023) - [j26]Marco Cantone, Claudio Marrocco, Francesco Tortorella, Alessandro Bria:
Convolutional Networks and Transformers for Mammography Classification: An Experimental Study. Sensors 23(3): 1229 (2023) - [c74]Ruth Kehali Kassahun, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella:
Breast Mass Detection and Classification Using Transfer Learning on OPTIMAM Dataset Through RadImageNet Weights. ICIAP Workshops (2) 2023: 71-82 - 2022
- [c71]Marya Ryspayeva, Mario Molinara, Alessandro Bria, Claudio Marrocco, Francesco Tortorella:
Transfer Learning in Breast Mass Detection on the OMI-DB Dataset: A Preliminary Study. ICPR Workshops (1) 2022: 529-538 - 2020
- [j25]Benedetta Savelli, Alessandro Bria, Mario Molinara, Claudio Marrocco, Francesco Tortorella:
A multi-context CNN ensemble for small lesion detection. Artif. Intell. Medicine 103: 101749 (2020) - [j24]Alessandro Bria, Claudio Marrocco, Francesco Tortorella:
Addressing class imbalance in deep learning for small lesion detection on medical images. Comput. Biol. Medicine 120: 103735 (2020) - [c68]Alessandro Bria, Claudio Marrocco, Francesco Tortorella:
Sinc-Based Convolutional Neural Networks for EEG-BCI-Based Motor Imagery Classification. ICPR Workshops (1) 2020: 526-535 - 2019
- [c67]Benedetta Savelli, Claudio Marrocco, Alessandro Bria, Mario Molinara, Francesco Tortorella:
Combining Convolutional Neural Networks for Multi-context Microcalcification Detection in Mammograms. CAIP Workshops 2019: 36-44 - 2018
- [j22]Alessandro Bria, Claudio Marrocco, Lucas R. Borges, Mario Molinara, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella:
Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization. IEEE Trans. Medical Imaging 37(8): 1857-1864 (2018) - [c66]Claudio Marrocco, Alessandro Bria, Valerio Di Sano, Lucas R. Borges, Benedetta Savelli, Mario Molinara, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella:
Mammogram denoising to improve the calcification detection performance of convolutional nets. IWBI 2018: 107180W - [c65]Alessandro Bria, Claudio Marrocco, Mario Molinara, Benedetta Savelli, Jan-Jurre Mordang, Nico Karssemeijer, Francesco Tortorella:
Improving the automated detection of calcifications by combining deep cascades and deep convolutional nets. IWBI 2018: 1071808 - [c64]Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz:
A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI 2018: 1071811 - 2017
- [c62]Agnese Marchesi, Alessandro Bria, Claudio Marrocco, Mario Molinara, Jan-Jurre Mordang, Francesco Tortorella, Nico Karssemeijer:
The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks. CBMS 2017: 207-212 - [c61]Benedetta Savelli, Alessandro Bria, Adrian Galdran, Claudio Marrocco, Mario Molinara, Aurélio J. C. Campilho, Francesco Tortorella:
Illumination Correction by Dehazing for Retinal Vessel Segmentation. CBMS 2017: 219-224 - [c60]Grazia Fattoruso, Annalisa Agresta, Saverio De Vito, Antonio Buonanno, Mario Molinara, Claudio Marrocco, Francesco Tortorella, Girolamo Di Francia:
Online Anomaly Detection on Rain Gauge Networks for Robust Alerting Services to Citizens at Risk from Flooding. ICCSA (3) 2017: 427-442 - [c59]Benedetta Savelli, Agnese Marchesi, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Retinal Vessel Segmentation Through Denoising and Mathematical Morphology. ICIAP (2) 2017: 267-276 - [c58]Alessandro Bria, Claudio Marrocco, Adrian Galdran, Aurélio Campilho, Agnese Marchesi, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara, Francesco Tortorella:
Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets. ICIAP (2) 2017: 288-298 - 2016
- [j21]Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
An effective learning strategy for cascaded object detection. Inf. Sci. 340-341: 17-26 (2016) - [j20]Claudio Marrocco, Francesco Tortorella:
Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition. Inf. Sci. 357: 88-107 (2016) - [c57]Alessandro Bria, Claudio Marrocco, Jan-Jurre Mordang, Nico Karssemeijer, Mario Molinara, Francesco Tortorella:
LUT-QNE: Look-Up-Table Quantum Noise Equalization in Digital Mammograms. Digital Mammography / IWDM 2016: 27-34 - [c56]Alessandro Bria, Claudio Marrocco, Nico Karssemeijer, Mario Molinara, Francesco Tortorella:
Deep Cascade Classifiers to Detect Clusters of Microcalcifications. Digital Mammography / IWDM 2016: 415-422 - 2014
- [c55]Claudio Marrocco, Francesco Tortorella:
Bit Error Recovery in ECOC Systems through LDPC Codes. ICPR 2014: 1454-1459 - [c54]Claudio Marrocco, Francesco Tortorella:
Designing LDPC Codes for ECOC Classification Systems. S+SSPR 2014: 454-463 - 2013
- [c53]Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Cascaded Rank-Based Classifiers for Detecting Clusters of Microcalcifications. AIME 2013: 166-170 - [c52]Mario Molinara, Claudio Marrocco, Francesco Tortorella:
Automatic segmentation of the pectoral muscle in mediolateral oblique mammograms. CBMS 2013: 506-509 - [c51]Mario Molinara, Claudio Marrocco, Francesco Tortorella:
A Boosting-Based Approach to Refine the Segmentation of Masses in Mammography. ICIAP (2) 2013: 572-580 - [c49]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
Coding Theory Tools for Improving Recognition Performance in ECOC Systems. MCS 2013: 201-211 - 2012
- [j18]Paolo Simeone, Claudio Marrocco, Francesco Tortorella:
Design of reject rules for ECOC classification systems. Pattern Recognit. 45(2): 863-875 (2012) - [c48]Claudio Marrocco, Mario Molinara, Francesco Tortorella, Pierluigi Rinaldi, Lorenzo Bonomo, Alfredo Ferrarotti, Cesare Aragno, Salvatore Schiano lo Moriello:
Detection of cluster of microcalcifications based on watershed segmentation algorithm. CBMS 2012: 1-5 - [c47]Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
A ranking-based cascade approach for unbalanced data. ICPR 2012: 3439-3442 - [c46]Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Detecting Clusters of Microcalcifications with a Cascade-Based Approach. Digital Mammography / IWDM 2012: 111-118 - 2011
- [j15]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
On Linear Combinations of Dichotomizers for Maximizing the Area Under the ROC Curve. IEEE Trans. Syst. Man Cybern. Part B 41(3): 610-620 (2011) - [c45]Claudio Marrocco, Mario Molinara, Francesco Tortorella, Alfredo Ferrarotti, Pierluigi Rinaldi, Lorenzo Bonomo, Cesare Aragno, Salvatore Schiano lo Moriello:
A multidisciplinary approach to the design and development of a CAD system for the detection of clustered microcalcifications. CBMS 2011: 1-6 - [c44]Paolo Simeone, Claudio Marrocco, Francesco Tortorella:
Shaping the Error-Reject Curve of Error Correcting Output Coding Systems. ICIAP (1) 2011: 118-127 - [c43]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Exploring Cascade Classifiers for Detecting Clusters of Microcalcifications. ICIAP (1) 2011: 384-392 - [c40]Paolo Simeone, Claudio Marrocco, Francesco Tortorella:
Two Stage Reject Rule for ECOC Classification Systems. MCS 2011: 217-226 - 2010
- [j13]Claudio Marrocco, Mario Molinara, Ciro D'Elia, Francesco Tortorella:
A computer-aided detection system for clustered microcalcifications. Artif. Intell. Medicine 50(1): 23-32 (2010) - [c38]Paolo Simeone, Claudio Marrocco, Francesco Tortorella:
Exploiting System Knowledge to Improve ECOC Reject Rules. ICPR 2010: 4340-4343 - [c36]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
A Linear Combination of Classifiers via Rank Margin Maximization. SSPR/SPR 2010: 650-659 - 2009
- [c34]Claudio Marrocco, Mario Molinara, Maria Teresa Ricamato, Francesco Tortorella:
Towards a Linear Combination of Dichotomizers by Margin Maximization. ICIAP 2009: 1043-1052 - 2008
- [j12]Claudio Marrocco, Robert P. W. Duin, Francesco Tortorella:
Maximizing the area under the ROC curve by pairwise feature combination. Pattern Recognit. 41(6): 1961-1974 (2008) - [c33]Ciro D'Elia, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Detection of Clusters of Microcalcifications in Mammograms: A Multi Classifier Approach. CBMS 2008: 572-577 - [c32]Maria Teresa Ricamato, Claudio Marrocco, Francesco Tortorella:
MCS-based balancing techniques for skewed classes: An empirical comparison. ICPR 2008: 1-4 - [c29]Claudio Marrocco, Maria Teresa Ricamato, Francesco Tortorella:
Exploring Margin Maximization for Biometric Score Fusion. SSPR/SPR 2008: 674-683 - 2007
- [c27]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
Embedding Reject Option in ECOC Through LDPC Codes. MCS 2007: 333-343 - [c26]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
An Empirical Comparison of Ideal and Empirical ROC-Based Reject Rules. MLDM 2007: 47-60 - [c25]Claudio Marrocco, Paolo Simeone, Francesco Tortorella:
A Framework for Multiclass Reject in ECOC Classification Systems. SCIA 2007: 313-323 - 2006
- [j10]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Exploiting AUC for optimal linear combinations of dichotomizers. Pattern Recognit. Lett. 27(8): 900-907 (2006) - [c24]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
AUC-Based Linear Combination of Dichotomizers. SSPR/SPR 2006: 714-722 - 2005
- [c23]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Estimating the ROC Curve of Linearly Combined Dichotomizers. ICIAP 2005: 778-785 - [c22]Claudio Marrocco, Mario Molinara, Francesco Tortorella:
Algorithms for Detecting Clusters of Microcalcifications in Mammograms. ICIAP 2005: 884-891 - [c21]Domenico Capriglione, Claudio Marrocco, Mario Molinara, Francesco Tortorella:
SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems. ICIAP 2005: 1117-1124 - 2004
- [c20]Ciro D'Elia, Claudio Marrocco, Mario Molinara, Giovanni Poggi, Giuseppe Scarpa, Francesco Tortorella:
Detection of Microcalcifications Clusters in Mammograms through TS-MRF Segmentation and SVM-based Classification. ICPR (3) 2004: 742-745 - [c19]Claudio Marrocco, Francesco Tortorella:
A Method for Designing Cost-Sensitive ECOC. Multiple Classifier Systems 2004: 204-213 - [c18]Claudio Marrocco, Francesco Tortorella:
A Cost-Sensitive Paradigm for Multiclass to Binary Decomposition Schemes. SSPR/SPR 2004: 753-761
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