CLEAR guideline for radiomics: Early insights into current reporting practices endorsed by EuSoMII

Authors: Kocak, Burak ^{a, ⁎}, Ponsiglione, Andrea ^b, Stanzione, Arnaldo ^b, Ugga, Lorenzo ^b, Klontzas, Michail E. ^{c, d, e}, Cannella, Roberto ^f, Cuocolo, Renato ^g

Source: In European Journal of Radiology December 2024 181

Skull base reconstruction after endoscopic endonasal surgery: new strategies for raising the dam

Authors: Solari, Domenico, Cavallo, Luigi M, Cappabianca, Paolo, Onofrio, Ilaria, Papallo, Ida, Brunetti, Arturo, Ugga, Lorenzo, Cuocolo, Renato, Gloria, Antonio, Improta, Giovanni, Martorelli, Massimo, Russo, Teresa

Source: 2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4.0&IoT) Metrology for Industry 4.0 and IoT (MetroInd4.0&IoT), 2019 II Workshop on. :28-32 Jun, 2019

Relation: 2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4.0&IoT)

New perspectives in the differential diagnosis of jaw lesions: Machine learning and inflammatory biomarkers

Authors: Committeri, Umberto, Barone, Simona, Arena, Antonio, Fusco, Roberta, Troise, Stefania, Maffia, Francesco, Tramontano, Sara, Bonavolontà, Paola, Abbate, Vincenzo, Granata, Vincenza, Elefante, Andrea, Ugga, Lorenzo, Giovacchini, Francesco, Salzano, Giovanni, Califano, Luigi, Dell'Aversana Orabona, Giovanni

Source: In Journal of Stomatology oral and Maxillofacial Surgery September 2024 125(4) Supplement

Hydranencephaly in CENPJ-related Seckel syndrome

Authors: Cuccurullo, Claudia, Miele, Giuseppina, Piccolo, Gianluca, Bilo, Leonilda, Accogli, Andrea, D'Amico, Alessandra, Fratta, Mario, Guerrisi, Sara, Iacomino, Michele, Salpietro, Vincenzo, Ugga, Lorenzo, Striano, Pasquale, Coppola, Antonietta

Source: In European Journal of Medical Genetics December 2022 65(12)

Deletion Testing of the DEGS1 Gene Should Be Part of the Diagnostic Pipeline for Hypomyelinating Leukodystrophy (HLD18).

Authors: Zanobio, Mariateresa, Nardecchia, Francesca, Cappuccio, Gerarda, Onore, Maria Elena, Di Letto, Pasquale, Rahman, Sarah Iffat, Terrone, Gaetano, Ugga, Lorenzo, De Giorgi, Agnese, Cas, Michele Dei, Trinchera, Marco, Leuzzi, Vincenzo, Piluso, Giulio, Nigro, Vincenzo, Brunetti-Pierri, Nicola, Torella, Annalaura, Aziz, Aziz ur Rehman

Source: Human Mutation; 5/7/2025, Vol. 2025, p1-12, 12p

Radiology AI and sustainability paradox: environmental, economic, and social dimensions.

Authors: Kocak, Burak, Ponsiglione, Andrea, Romeo, Valeria, Ugga, Lorenzo, Huisman, Merel, Cuocolo, Renato

Source: Insights into Imaging; 4/17/2025, Vol. 16 Issue 1, p1-18, 18p

Subject Terms: SUSTAINABLE development, ARTIFICIAL intelligence, TECHNOLOGICAL innovations, ENVIRONMENTAL health, SOCIAL impact

Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects.

Authors: Koçak, Burak, Ponsiglione, Andrea, Stanzione, Arnaldo, Bluethgen, Christian, Santinha, João, Ugga, Lorenzo, Huisman, Merel, Klontzas, Michail E., Cannella, Roberto, Cuocolo, Renato

Source: Diagnostic & Interventional Radiology; Mar2025, Vol. 31 Issue 2, p1-14, 14p

Subject Terms: ARTIFICIAL intelligence, COMPUTER-assisted image analysis (Medicine), MACHINE learning, DIAGNOSTIC imaging, COGNITIVE bias

Prostate cancer MRI methodological radiomics score: a EuSoMII radiomics auditing group initiative.

Authors: Cavallo, Armando Ugo, Stanzione, Arnaldo, Ponsiglione, Andrea, Trotta, Romina, Fanni, Salvatore Claudio, Ghezzo, Samuele, Vernuccio, Federica, Klontzas, Michail E., Triantafyllou, Matthaios, Ugga, Lorenzo, Kalarakis, Georgios, Cannella, Roberto, Cuocolo, Renato

Source: European Radiology; Mar2025, Vol. 35 Issue 3, p1157-1165, 9p

Subject Terms: STATISTICAL significance, MAGNETIC resonance imaging, RADIOMICS, PATIENT selection, CHI-squared test

Pearls, Pitfalls, and Mimics in Pediatric Head and Neck Imaging

Authors: D’Arco, Felice, Ugga, Lorenzo

Source: In Neuroimaging Clinics of North America May 2022 32(2):433-445

Predicting Pituitary Adenoma Consistency Using Radiomic Data Mining and Machine Learning on T2-Weighted MRI: A Multicenter Retrospective Study.

Authors: Agosti, Edoardo¹ (AUTHOR), Ugga, Lorenzo² (AUTHOR), Mangili, Marcello¹ (AUTHOR), Cuocolo, Renato² (AUTHOR), Rampinelli, Vittorio¹ (AUTHOR), Veiceschi, Pierlorenzo³ (AUTHOR), Cappelletti, Marina⁴ (AUTHOR), Panciani, Pier Paolo¹ (AUTHOR), Cavallo, Luigi Maria² (AUTHOR), Locatelli, Davide⁵ (AUTHOR), Fiorindi, Alessandro¹ (AUTHOR), Fontanella, Marco Maria¹ (AUTHOR)

Source: Journal of Neurological Surgery. Part B. Skull Base. 2025 Supplement 1, Vol. 86, pS1-S576. 576p.

Subject Terms: *MACHINE learning, *TEXTURE analysis (Image processing), *RECEIVER operating characteristic curves, *FEATURE extraction, *FEATURE selection

Cognitive profile in burning mouth syndrome versus mild cognitive impairment: A comparative study.

Authors: Femminella, Grazia Daniela, Canfora, Federica, Musella, Gennaro, Di Tella, Gianluca Scotto, Ugga, Lorenzo, Pecoraro, Giuseppe, Leuci, Stefania, Coppola, Noemi, De Lucia, Natascia, Maldonato, Nelson Mauro, Liguori, Simone, Aria, Massimo, D'Aniello, Luca, Rengo, Giuseppe, Mignogna, Michele Davide, Adamo, Daniela

Source: Oral Diseases; Feb2025, Vol. 31 Issue 2, p611-632, 22p

Subject Terms: MILD cognitive impairment, COGNITIVE testing, COGNITIVE processing speed, EXECUTIVE function, AFFECTIVE disorders, AGE distribution, DESCRIPTIVE statistics, ANXIETY, BURNING mouth syndrome, PAIN, QUALITY of life, WHITE matter (Nerve tissue), CASE-control method, COMPARATIVE studies, DROWSINESS, SOCIODEMOGRAPHIC factors, BIOMARKERS, MENTAL depression, DISEASE risk factors, OLD age

Imaging in sensorineural and conductive hearing loss—an educational review.

Authors: Vassallo, Edith, Gatt, Andre-Stefan, Grech, Reuben, Capasso, Serena, Caranci, Ferdinando, Ugga, Lorenzo

Source: La Radiologia Medica; Jan2025, Vol. 130 Issue 1, p46-62, 17p

Machine Learning in oncology: A clinical appraisal

Authors: Cuocolo, Renato, Caruso, Martina, Perillo, Teresa, Ugga, Lorenzo, Petretta, Mario

Source: In Cancer Letters 1 July 2020 481:55-62

Clinical and Pathophysiologic Correlates of Basilar Artery Measurements in Fabry Disease.

Authors: Scaravilli, Alessandra, Capasso, Serena, Ugga, Lorenzo, Capuano, Ivana, Di Risi, Teodolinda, Pontillo, Giuseppe, Riccio, Eleonora, Tranfa, Mario, Pisani, Antonio, Brunetti, Arturo, Cocozza, Sirio

Source: American Journal of Neuroradiology; Nov2024, Vol. 45 Issue 11, p1670-1677, 8p

The role of MRI in radiotherapy planning: a narrative review "from head to toe".

Authors: De Pietro, Simona, Di Martino, Giulia, Caroprese, Mara, Barillaro, Angela, Cocozza, Sirio, Pacelli, Roberto, Cuocolo, Renato, Ugga, Lorenzo, Briganti, Francesco, Brunetti, Arturo, Conson, Manuel, Elefante, Andrea

Source: Insights into Imaging; 10/23/2024, Vol. 15 Issue 1, p1-13, 13p

Subject Terms: RADIOTHERAPY treatment planning, MAGNETIC resonance imaging, PATHOGENESIS, RADIOTHERAPY, RADIATION

Preoperative definition and new concept design of 3D printed buttress model to seal skull base after endoscopic endonasal surgery.

Authors: Papallo, Ida, Solari, Domenico, Onofrio, Ilaria, Ugga, Lorenzo, Cuocolo, Renato, Martorelli, Massimo, Russo, Teresa, Bove, Ilaria, Cavallo, Luigi Maria, Gloria, Antonio

Source: Rapid Prototyping Journal; 2024, Vol. 30 Issue 9, p1956-1973, 18p

Subject Terms: FINITE element method, COMPUTED tomography, STRAIN energy, REVERSE engineering, ENDOSCOPIC surgery, SKULL base

Clinical features and genotype–phenotype correlations in epilepsy patients with de novo DYNC1H1 variants.

Authors: Cuccurullo, Claudia, Cerulli Irelli, Emanuele, Ugga, Lorenzo, Riva, Antonella, D'Amico, Alessandra, Cabet, Sara, Lesca, Gaetan, Bilo, Leonilda, Zara, Federico, Iliescu, Catrinel, Barca, Diana, Fung, France, Helbig, Katherine, Ortiz‐Gonzalez, Xilma, Schelhaas, Helenius J., Willemsen, Marjolein H., van der Linden, Inge, Canafoglia, Laura, Courage, Carolina, Gommaraschi, Samuele

Source: Epilepsia (Series 4); Sep2024, Vol. 65 Issue 9, p2728-2750, 23p

Subject Terms: NEUROMUSCULAR diseases, PARTIAL epilepsy, PEOPLE with epilepsy, LOGISTIC regression analysis, GENETIC counseling

The Current Diagnostic Performance of MRI-Based Radiomics for Glioma Grading: A Meta-Analysis.

Authors: De Maria, Lucio, Ponzio, Francesco, Hwan-ho Cho, Skogen, Karoline, Tsougos, Ioannis, Gasparini, Mauro, Zeppieri, Marco, Ius, Tamara, Ugga, Lorenzo, Panciani, Pier Paolo, Fontanella, Marco Maria, Brinjikji, Waleed, Agosti, Edoardo

Source: Journal of Integrative Neuroscience; 2024, Vol. 23 Issue 5, p1-14, 14p

Subject Terms: RADIOMICS, GLIOMAS, MAGNETIC resonance imaging

Company/Entity: WORLD Health Organization

Superparamagnetic iron oxide nanocolloids in MRI studies of neuroinflammation

Authors: Ugga, Lorenzo, Romeo, Valeria, Tedeschi, Enrico, Brunetti, Arturo, Quarantelli, Mario

Source: In Journal of Neuroscience Methods 1 December 2018 310:12-23

Cerebral venous sinus thrombosis as a complication of lumbar puncture

Authors: Rufolo, Paola, Strano, Federica, Cimino, Ernesto, Ugga, Lorenzo, Tufano, Antonella

Source: In Thrombosis Update September 2024 16