Colon cancer diagnosis by means of explainable deep learning

Authors: Marcello Di Giammarco, Fabio Martinelli, Antonella Santone, Mario Cesarelli, Francesco Mercaldo

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)

Subject Terms: Colon, Cancer, Deep learning, Machine learning, Explainability, Artificial intelligence, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/ccc9a3ce6fc54db184bff451d3f4866b

Explainable Security Requirements Classification Through Transformer Models

Authors: Luca Petrillo, Fabio Martinelli, Antonella Santone, Francesco Mercaldo

Source: Future Internet, Vol 17, Iss 1, p 15 (2025)

Subject Terms: requirements classification, transformers, explainability, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://www.mdpi.com/1999-5903/17/1/15; https://doaj.org/toc/1999-5903

Access URL: https://doaj.org/article/8d523251da6a4b5195047cbac1892aa2

Editorial: New strategies to overcome platinum resistance in ovarian cancer

Authors: Jian-Jun Wei, Fabio Martinelli

Source: Frontiers in Oncology, Vol 14 (2024)

Subject Terms: ovarian cancer, cancer therapy, carboplatin resistance, editorial, drug development, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2024.1390760/full; https://doaj.org/toc/2234-943X

Access URL: https://doaj.org/article/2d4ec206173b40d2ab80744c5848346f

Deep Convolutional Generative Adversarial Networks in Image-Based Android Malware Detection

Authors: Francesco Mercaldo, Fabio Martinelli, Antonella Santone

Source: Computers, Vol 13, Iss 6, p 154 (2024)

Subject Terms: malware, deep learning, GAN, Android, security, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://www.mdpi.com/2073-431X/13/6/154; https://doaj.org/toc/2073-431X

Access URL: https://doaj.org/article/cd60168a3c8b45869aa1f38a668104da

TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization

Authors: Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli

Source: IEEE Access, Vol 11, Pp 91969-91980 (2023)

Subject Terms: Alzheimer’s disease, neural network, deep learning, explainability, classification, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10227290/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/5884928faa484c49a0105e6dff8ad5aa

Model Checking for Real-Time Attack Detection in Water Distribution Systems

Authors: Francesco Mercaldo, Fabio Martinelli, Antonella Santone

Source: Информатика и автоматизация, Vol 21, Iss 2, Pp 219-242 (2022)

Subject Terms: critical infrastructure, scada, formal verification environment, formal methods, timed automaton, safety, security, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: http://ia.spcras.ru/index.php/sp/article/view/14977; https://doaj.org/toc/2713-3192; https://doaj.org/toc/2713-3206

Access URL: https://doaj.org/article/e5d684d258c1494290640082730092be

Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation

Authors: Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli

Source: Sensors, Vol 23, Iss 17, p 7614 (2023)

Subject Terms: brain, machine learning, deep learning, explainability, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/23/17/7614; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/e050685a75b74fbdbcaa720be06cdcaf

Generative Adversarial Networks in Retinal Image Classification

Authors: Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli

Source: Applied Sciences, Vol 13, Iss 18, p 10433 (2023)

Subject Terms: generative adversarial network, deep convolutional generative adversarial network, biomedical, retina, machine learning, deep learning, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

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Relation: https://www.mdpi.com/2076-3417/13/18/10433; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/57b43c65b7db42cc84ae9b7c47bff72e

Object Detection for Brain Cancer Detection and Localization

Authors: Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli

Source: Applied Sciences, Vol 13, Iss 16, p 9158 (2023)

Subject Terms: brain, object detection, YOLO, deep learning, classification, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/16/9158; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/2bb100ae4a094b3ab2c72871648cc954

Editorial: Molecular influences in therapies in ovarian cancer

Authors: Stefano Restaino, Jian-Jun Wei, Giuseppe Vizzielli, Fabio Martinelli

Source: Frontiers in Oncology, Vol 12 (2022)

Subject Terms: ovarian cancer, therapy, treatment, epithelial mesenchymal transition, metastatic, molecular, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2022.991769/full; https://doaj.org/toc/2234-943X

Access URL: https://doaj.org/article/611796c441884becbfacb0dab8695250

Privacy for 5G-Supported Vehicular Networks

Authors: Meng Li, Liehuang Zhu, Zijian Zhang, Chhagan Lal, Mauro Conti, Fabio Martinelli

Source: IEEE Open Journal of the Communications Society, Vol 2, Pp 1935-1956 (2021)

Subject Terms: Vehicular networks, 5G, privacy, privacy-preserving solutions, Telecommunication, TK5101-6720, Transportation and communications, HE1-9990

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/9511636/; https://doaj.org/toc/2644-125X

Access URL: https://doaj.org/article/82ac864dcb314ea8bcd65f5fc5106feb

Experimenting with Extreme Learning Machine for Biomedical Image Classification

Authors: Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli

Source: Applied Sciences, Vol 13, Iss 14, p 8558 (2023)

Subject Terms: extreme learning machines, biomedical image classification, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/14/8558; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/585a5fef28a6455a8e09af6f73eb6876

Editorial: Future Perspectives of Sentinel Node Mapping in Gynecological Oncology

Authors: Angela Santoro, Frediano Inzani, Giuseppe Angelico, Fabio Martinelli, Andrea Papadia, Gian Franco Zannoni

Source: Frontiers in Oncology, Vol 12 (2022)

Subject Terms: Research Topic editorial, sentinel node mapping, gynecological oncology, prognosis, women health, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2022.809765/full; https://doaj.org/toc/2234-943X

Access URL: https://doaj.org/article/09c4c34e52e9427994a96f7dc3b67164

Water Meter Reading for Smart Grid Monitoring

Authors: Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Source: Sensors, Vol 23, Iss 1, p 75 (2022)

Subject Terms: smart grid, smart meter, deep learning, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/23/1/75; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/5ff0eab96389474b9fc7771fcc4f0d15

Towards Explainable Quantum Machine Learning for Mobile Malware Detection and Classification

Authors: Francesco Mercaldo, Giovanni Ciaramella, Giacomo Iadarola, Marco Storto, Fabio Martinelli, Antonella Santone

Source: Applied Sciences, Vol 12, Iss 23, p 12025 (2022)

Subject Terms: malware, quantum, deep learning, security, Android, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/12/23/12025; https://doaj.org/toc/2076-3417

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Sentinel Node Mapping in Endometrial Cancer

Authors: Giorgio Bogani, Antonino Ditto, Mauro Signorelli, Valentina Chiappa, Fabio Martinelli, Francesco Raspagliesi

Source: Journal of Investigative Surgery, Vol 34, Iss 6, Pp 677-678 (2021)

Subject Terms: Surgery, RD1-811

File Description: electronic resource

Relation: https://doaj.org/toc/0894-1939; https://doaj.org/toc/1521-0553

Access URL: https://doaj.org/article/592c902f4639452a98ca3d0ef39b5747

Call Graph and Model Checking for Fine-Grained Android Malicious Behaviour Detection

Authors: Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Source: Applied Sciences, Vol 10, Iss 22, p 7975 (2020)

Subject Terms: malware, model checking, formal methods, security, Android, mobile, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/10/22/7975; https://doaj.org/toc/2076-3417

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Detecting Colluding Inter-App Communication in Mobile Environment

Authors: Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Source: Applied Sciences, Vol 10, Iss 23, p 8351 (2020)

Subject Terms: colluding, malware, model checking, formal methods, security, Android, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/10/23/8351; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/d80ab3ad88894f6f95ac808ebd111d86

Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences

Authors: Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Source: Information, Vol 11, Iss 6, p 304 (2020)

Subject Terms: colluding, malware, model checking, formal methods, security, Android, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://www.mdpi.com/2078-2489/11/6/304; https://doaj.org/toc/2078-2489

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Inhibition of ABCC6 Transporter Modifies Cytoskeleton and Reduces Motility of HepG2 Cells via Purinergic Pathway

Authors: Angela Ostuni, Monica Carmosino, Rocchina Miglionico, Vittorio Abruzzese, Fabio Martinelli, Daniela Russo, Ilaria Laurenzana, Agata Petillo, Faustino Bisaccia

Source: Cells, Vol 9, Iss 6, p 1410 (2020)

Subject Terms: ABCC6, HepG2, probenecid, purinergic pathway, ATP, cytoskeleton, Cytology, QH573-671

File Description: electronic resource

Relation: https://www.mdpi.com/2073-4409/9/6/1410; https://doaj.org/toc/2073-4409

Access URL: https://doaj.org/article/b3edb826e20f486ab1d903f04435bc8a