Francesco TORTORELLA | Publications
Francesco TORTORELLA Publications
| 2025 | |
| Articolo in rivista | |
| A Multi-task learning U-Net model for end-to-end HEp-2 cell image analysis ARTIFICIAL INTELLIGENCE IN MEDICINE. Vol. 159. Pag.1-11 ISSN:0933-3657. | |
| Percannella, Gennaro; Petruzzello, Umberto; Tortorella, Francesco; Vento, Mario | |
| Digital Object Identifier (DOI): 10.1016/j.artmed.2024.103031 Codice identificativo ISI: WOS:001370827000001 Codice identificativo SCOPUS: 2-s2.0-85210057758 | |
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| 2024 | |
| Articolo in rivista | |
| Transfer learning in breast mass detection and classification JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Vol. 15. Pag.3587-3602 ISSN:1868-5137. | |
| Ryspayeva, Marya; Bria, Alessandro; Marrocco, Claudio; Tortorella, Francesco; Molinara, Mario | |
| Digital Object Identifier (DOI): 10.1007/s12652-024-04835-6 Codice identificativo SCOPUS: 2-s2.0-85200548293 | |
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| 2024 | |
| Articolo in rivista | |
| Beyond pixel: Superpixel-based MRI segmentation through traditional machine learning and graph convolutional network COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. Vol. 256. Pag.1-14 ISSN:0169-2607. | |
| Khatun, Zakia; Jónsson, Halldór; Tsirilaki, Mariella; Maffulli, Nicola; Oliva, Francesco; Daval, Pauline; Tortorella, Francesco; Gargiulo, Paolo | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.cmpb.2024.108398 Codice identificativo ISI: WOS:001307787200001 Codice identificativo SCOPUS: 2-s2.0-85202993495 | |
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| 2024 | |
| Articolo in rivista | |
| Flexible AgNW/PDMS nanocomposite for strain and pressure sensing MATERIALS LETTERS. Vol. 377. Pag.1-4 ISSN:0167-577X. | |
| Karason, H.; Ritrovato, P.; Maffulli, N.; Tortorella, F.; Boccaccini, A. R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.matlet.2024.137456 Codice identificativo ISI: WOS:001334694300001 Codice identificativo SCOPUS: 2-s2.0-85205477114 | |
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| 2024 | |
| Articolo in rivista | |
| Wearable approaches for non-invasive monitoring of tendons: A scoping review INTERNET OF THINGS. Vol. 26. Pag.1-19 ISSN:2542-6605. | |
| Karason, H.; Ritrovato, P.; Maffulli, N.; Boccaccini, A. R.; Tortorella, F. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.iot.2024.101199 Codice identificativo ISI: WOS:001237723900001 Codice identificativo SCOPUS: 2-s2.0-85192056307 | |
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| 2023 | |
| Articolo in rivista | |
| Learnable DoG convolutional filters for microcalcification detection ARTIFICIAL INTELLIGENCE IN MEDICINE. Pag.1-15 ISSN:0933-3657. | |
| Cantone, Marco; Marrocco, Claudio; Tortorella, Francesco; Bria, Alessandro | |
| Digital Object Identifier (DOI): 10.1016/j.artmed.2023.102629 Codice identificativo ISI: WOS:001054638700001 Codice identificativo SCOPUS: 2-s2.0-85166299599 | |
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| 2023 | |
| Articolo in rivista | |
| Transformer-based mass detection in digital mammograms JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING. Pag.1-15 ISSN:1868-5137. | |
| Betancourt Tarifa, Amparo S.; Marrocco, Claudio; Molinara, Mario; Tortorella, Francesco; Bria, Alessandro | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s12652-023-04517-9 Codice identificativo SCOPUS: 2-s2.0-85146770130 | |
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| 2023 | |
| Articolo in rivista | |
| Convolutional Networks and Transformers for Mammography Classification: An Experimental Study SENSORS. Vol. 23. Pag.1-17 ISSN:1424-8220. | |
| Cantone, Marco; Marrocco, Claudio; Tortorella, Francesco; Bria, Alessandro | |
| Versione online | |
| Digital Object Identifier (DOI): 10.3390/s23031229 Codice identificativo ISI: WOS:000929742900001 Codice identificativo SCOPUS: 2-s2.0-85147844061 | |
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| 2022 | |
| Articolo in rivista | |
| CT-and MRI-Based 3D Reconstruction of Knee Joint to Assess Cartilage and Bone DIAGNOSTICS. Vol. 12. Pag.279-297 ISSN:2075-4418. | |
| Ciliberti, F. K.; Guerrini, L.; Gunnarsson, A. E.; Recenti, M.; Jacob, D.; Cangiano, V.; Tesfahunegn, Y. A.; Islind, A. S.; Tortorella, F.; Tsirilaki, M.; Jonsson, H.; Gargiulo, P.; Aubonnet, R. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.3390/diagnostics12020279 Codice identificativo ISI: WOS:000771373600001 Codice identificativo SCOPUS: 2-s2.0-85123179411 | |
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| 2020 | |
| Articolo in rivista | |
| Addressing class imbalance in deep learning for small lesion detection on medical images COMPUTERS IN BIOLOGY AND MEDICINE. Vol. 120. Pag.1-14 ISSN:0010-4825. | |
| Bria, A.; Marrocco, C.; Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1016/j.compbiomed.2020.103735 Codice identificativo ISI: WOS:000532824300024 Codice identificativo SCOPUS: 2-s2.0-85082870235 | |
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| 2020 | |
| Articolo in rivista | |
| Trends in IoT based solutions for health care: moving AI to the Edge PATTERN RECOGNITION LETTERS. Vol. 135. Pag.346-353 ISSN:0167-8655. | |
| Greco, Luca; Percannella, Gennaro; Ritrovato, Pierluigi; Tortorella, Francesco; Vento, Mario | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.patrec.2020.05.016 Codice identificativo ISI: WOS:000541706400010 Codice identificativo SCOPUS: 2-s2.0-85084950571 | |
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| 2019 | |
| Articolo in rivista | |
| A multi-context CNN ensemble for small lesion detection ARTIFICIAL INTELLIGENCE IN MEDICINE. Vol. 103. Pag.1-9 ISSN:0933-3657. | |
| Savelli, B.; Bria, A.; Molinara, M.; Marrocco, C.; Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1016/j.artmed.2019.101749 Codice identificativo ISI: WOS:000521117900001 Codice identificativo SCOPUS: 2-s2.0-85077748195 | |
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| 2018 | |
| Articolo in rivista | |
| Improving the Automated Detection of Calcifications using Adaptive Variance Stabilization IEEE TRANSACTIONS ON MEDICAL IMAGING. Vol. 37. Pag.1857-1864 ISSN:0278-0062. | |
| Bria, Alessandro; Marrocco, Claudio; Borges, Lucas R.; Molinara, Mario; Marchesi, Agnese; Mordang, Jan-Jurre; Karssemeijer, Nico; Tortorella, Francesco | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/TMI.2018.2814058 Codice identificativo ISI: WOS:000440805800011 Codice identificativo SCOPUS: 2-s2.0-85043474667 | |
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152267The importance of early detection of calcifications associated with breast cancer in screening
| 2017 | |
| Articolo in rivista | |
| The importance of early detection of calcifications associated with breast cancer in screening BREAST CANCER RESEARCH AND TREATMENT. Pag.1-8 ISSN:0167-6806. | |
| Mordang, J. J; Gubern-mérida, A; Bria, A; Tortorella, F; Mann, R. M; Broeders, M. J. M; Den Heeten, G. J; Karssemeijer, N. | |
| Digital Object Identifier (DOI): 10.1007/s10549-017-4527-7 Codice identificativo ISI: WOS:000423706400005 Codice identificativo SCOPUS: 2-s2.0-85031499382 | |
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| 2017 | |
| Articolo in rivista | |
| Improving computer-aided detection assistance in breast cancer screening by removal of obviously false-positive findings MEDICAL PHYSICS. Vol. 44. Pag.1390-1401 ISSN:0094-2405. | |
| Mordang, Jan-jurre; Gubern-mérida, Albert; Bria, Alessandro; Tortorella, Francesco; Den Heeten, Gerard; Karssemeijer, Nico | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1002/mp.12152 Codice identificativo ISI: WOS:000400572700018 Codice identificativo SCOPUS: 2-s2.0-85021308516 | |
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| 2016 | |
| Articolo in rivista | |
| Exploiting coding theory for classification: An LDPC-based strategy for multiclass-to-binary decomposition INFORMATION SCIENCES. Vol. 357. Pag.88-107 ISSN:0020-0255. | |
| Marrocco, C.; Tortorella, F. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.ins.2016.02.039 Codice identificativo ISI: WOS:000377324500006 Codice identificativo SCOPUS: 2-s2.0-84964329685 | |
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| 2016 | |
| Articolo in rivista | |
| An effective learning strategy for cascaded object detection INFORMATION SCIENCES. Vol. 340-341. Pag.17-26 ISSN:0020-0255. | |
| Bria, Alessandro; Marrocco, Claudio; Molinara, Mario; Tortorella, Francesco | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.ins.2016.01.021 Codice identificativo ISI: WOS:000371551900002 Codice identificativo SCOPUS: 2-s2.0-84957895356 | |
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| 2015 | |
| Articolo in rivista | |
| Optimal Sensors Placement for Flood Forecasting Modelling PROCEDIA ENGINEERING. Vol. 119. Pag.927-936 ISSN:1877-7058. | |
| Fattoruso, Grazia; Agresta, Annalisa; Guarnieri, Guido; Lanza, Bruno; Buonanno, Antonio; Molinara, Mario; Marrocco, Claudio; De Vito, Saverio; Tortorella, Francesco; Francia Girolamo, Di | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.proeng.2015.08.971 Codice identificativo ISI: WOS:000380489900104 Codice identificativo SCOPUS: 2-s2.0-84941109515 | |
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152260Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications
| 2014 | |
| Articolo in rivista | |
| Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications MEDICAL IMAGE ANALYSIS. Vol. 18. Pag.241-252 ISSN:1361-8415. | |
| Bria, Alessandro; N., Karssemeijer; Tortorella, Francesco | |
| Digital Object Identifier (DOI): 10.1016/j.media.2013.10.014 Codice identificativo ISI: WOS:000332194600001 Codice identificativo SCOPUS: 2-s2.0-84888787427 | |
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| 2012 | |
| Articolo in rivista | |
| Design of reject rules for ECOC classification systems PATTERN RECOGNITION. Vol. 45. Pag.863-875 ISSN:0031-3203. | |
| Simeone, P.; Marrocco, C.; Tortorella, F. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.patcog.2011.08.001 Codice identificativo ISI: WOS:000296126000016 Codice identificativo SCOPUS: 2-s2.0-80052967700 | |
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| 2012 | |
| Articolo in rivista | |
| Semi-Supervised Learning Techniques in Artificial Olfaction: A Novel Approach to Classification Problems and Drift Counteraction IEEE SENSORS JOURNAL. Vol. 12. Pag.3215-3224 ISSN:1530-437X. | |
| De Vito, S.; Fattoruso, G.; Pardo, M.; Tortorella, F.; Di Francia, G. | |
| Digital Object Identifier (DOI): 10.1109/JSEN.2012.2192425 Codice identificativo ISI: WOS:000314815100015 Codice identificativo SCOPUS: 2-s2.0-84867713525 | |
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| 2012 | |
| Articolo in rivista | |
| Trends in computer-based medical systems SIGHIT RECORD. Vol. 2. Pag.46-50 ISSN:2158-8813. | |
| Soda, Paolo; Antani, Sameer; Tortorella, Francesco; Cannataro, Mario; Pechenizkiy, Mykola; Tsymbal, Alexey | |
| Digital Object Identifier (DOI): 10.1145/2384556.2384563 | |
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| 2011 | |
| Articolo in rivista | |
| On Linear Combinations of Dichotomizers for Maximizing the Area Under the ROC Curve IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS. Vol. 41. Pag.610-620 ISSN:1083-4419. | |
| Marrocco, C.; Molinara, M.; Tortorella, F. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1109/TSMCB.2010.2060325 Codice identificativo ISI: WOS:000290734400001 Codice identificativo SCOPUS: 2-s2.0-79957458109 | |
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| 2011 | |
| Articolo in rivista | |
| Partial AUC maximization in a linear combination of dichotomizers PATTERN RECOGNITION. Vol. 44. Pag.2669-2677 ISSN:0031-3203. | |
| Ricamato, M. T.; Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1016/j.patcog.2011.03.022 Codice identificativo ISI: WOS:000292849000038 Codice identificativo SCOPUS: 2-s2.0-79958818046 | |
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| 2010 | |
| Articolo in rivista | |
| Guest editorial: Knowledge discovery and computer-based decision support in biomedicine ARTIFICIAL INTELLIGENCE IN MEDICINE. Vol. 50. Pag.1-2 ISSN:0933-3657. | |
| Soda, P.; Pechenizkiy, M.; Tortorella, F.; Tsymbal, A. | |
| Digital Object Identifier (DOI): 10.1016/j.artmed.2010.06.001 Codice identificativo ISI: WOS:000281180000001 Codice identificativo SCOPUS: 2-s2.0-77955277471 | |
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| 2010 | |
| Articolo in rivista | |
| A Computer-Aided Detection System for Clustered Microcalcifications ARTIFICIAL INTELLIGENCE IN MEDICINE. Vol. 50. Pag.23-32 ISSN:0933-3657. | |
| C., Marrocco; Molinara, M; D'Elia, C.; Tortorella, F | |
| Digital Object Identifier (DOI): 10.1016/j.artmed.2010.04.007 Codice identificativo ISI: WOS:000281180000004 Codice identificativo SCOPUS: 2-s2.0-77955279059 | |
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| 2008 | |
| Articolo in rivista | |
| Maximizing the Area Under the ROC Curve by Pairwise Feature Combination PATTERN RECOGNITION. Vol. 41. Pag.1961-1974 ISSN:0031-3203. | |
| Marrocco, C.; Duin, R. P. W.; Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1016/j.patcog.2007.11.017 Codice identificativo ISI: WOS:000254106900009 Codice identificativo SCOPUS: 2-s2.0-39149090650 | |
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| 2006 | |
| Articolo in rivista | |
| Preface to the Special Issue on ROC Analysis in Pattern Recognition PATTERN RECOGNITION LETTERS. Vol. 27. Pag.859-860 ISSN:0167-8655. | |
| Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1016/j.patrec.2005.10.008 Codice identificativo ISI: WOS:000237462800001 Codice identificativo SCOPUS: 2-s2.0-33646571250 | |
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| 2006 | |
| Articolo in rivista | |
| Exploiting AUC for Optimal Linear Combination of Dichotomizers PATTERN RECOGNITION LETTERS. Vol. 27. Pag.900-907 ISSN:0167-8655. | |
| Marrocco, C.; Molinara, M.; Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1016/j.patrec.2005.10.014 Codice identificativo ISI: WOS:000237462800006 Codice identificativo SCOPUS: 2-s2.0-33646590655 | |
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| 2005 | |
| Articolo in rivista | |
| A ROC-based Reject Rule for Dichotomizers PATTERN RECOGNITION LETTERS. Vol. 26. Pag.167-180 ISSN:0167-8655. | |
| Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1016/j.patrec.2004.09.004 Codice identificativo ISI: WOS:000225741300004 Codice identificativo SCOPUS: 2-s2.0-10044230249 | |
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152261Reducing the Classification Cost of Support Vector Classifiers through a ROC-based Reject Rule
| 2004 | |
| Articolo in rivista | |
| Reducing the Classification Cost of Support Vector Classifiers through a ROC-based Reject Rule PATTERN ANALYSIS AND APPLICATIONS. Vol. 7. Pag.128-143 ISSN:1433-7541. | |
| Tortorella, F. | |
| Digital Object Identifier (DOI): 10.1007/s10044-004-0209-2 Codice identificativo ISI: WOS:000223021800002 Codice identificativo SCOPUS: 2-s2.0-4043143546 | |
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| 2003 | |
| Articolo in rivista | |
| Automatic Classification of Clustered Microcalcifications by a multiple Expert System PATTERN RECOGNITION. Vol. 36 (7). Pag.1467-1477 ISSN:0031-3203. | |
| DE SANTO, Massimo; Tortorella, F.; Molinara, M.; Vento, Mario | |
| Codice identificativo ISI: WOS:000182303300002 Codice identificativo SCOPUS: 2-s2.0-0037411353 | |
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| 2001 | |
| Articolo in rivista | |
| A Classification Reliability Driven Reject Rule for Multi-Expert Systems INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. Vol. 15. Pag.885-904 ISSN:0218-0014. | |
| Sansone, C.; Tortorella, F.; Vento, Mario | |
| Codice identificativo ISI: WOS:000171681600001 Codice identificativo SCOPUS: 2-s2.0-0035440291 | |
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| 1999 | |
| Articolo in rivista | |
| Definition and validation of a distance measure between structural primitives PATTERN ANALYSIS AND APPLICATIONS. Vol. 2 (3). Pag.215-227 ISSN:1433-7541. | |
| Foggia, Pasquale; Sansone, C.; Tortorella, F.; Vento, Mario | |
| Codice identificativo SCOPUS: 2-s2.0-0033464355 | |
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| 1999 | |
| Articolo in rivista | |
| Combining statistical and structural approaches for handwritten character description IMAGE AND VISION COMPUTING. Vol. 17 (9). Pag.701-711 ISSN:0262-8856. | |
| Foggia, Pasquale; Sansone, C.; Tortorella, F.; Vento, Mario | |
| Codice identificativo ISI: WOS:000080960800005 Codice identificativo SCOPUS: 2-s2.0-0032688321 | |
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| 1999 | |
| Articolo in rivista | |
| Reliability Parameters to Improve Combination Strategies in Multi-Expert Systems PATTERN ANALYSIS AND APPLICATIONS. Vol. 2 (3). Pag.205-214 ISSN:1433-7541. | |
| Cordella, L. P.; Foggia, Pasquale; Sansone, C.; Tortorella, F.; Vento, Mario | |
| Codice identificativo ISI: WOS:000083707500001 Codice identificativo SCOPUS: 2-s2.0-0033461670 | |
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| 1999 | |
| Articolo in rivista | |
| Multiclassification: Reject Criteria for the Bayesian Combiner PATTERN RECOGNITION. Vol. 32 (8). Pag.1435-1447 ISSN:0031-3203. | |
| Foggia, Pasquale; Sansone, C.; Tortorella, F.; Vento, Mario; Tortorella, Francesco | |
| Codice identificativo ISI: WOS:000081233000010 Codice identificativo SCOPUS: 2-s2.0-0032686948 | |
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| 1995 | |
| Articolo in rivista | |
| An Entropy Based Method to Extract Robust Binary Templates MACHINE VISION AND APPLICATIONS. Vol. 8 (3). Pag.173-178 ISSN:0932-8092. | |
| DE STEFANO, Claudio; Tortorella, F.; Vento, Mario | |
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| 1995 | |
| Articolo in rivista | |
| A Method for Improving Classification Reliability of Multi-Layer Perceptrons IEEE TRANSACTIONS ON NEURAL NETWORKS. Vol. 6 (5). Pag.1140-1147 ISSN:1045-9227. | |
| Cordella, L. P.; DE STEFANO, Claudio; Tortorella, F; Vento, Mario | |
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