I-Lab Publications

  1. Coppola F, Faggioni L, Gabelloni M, De Vietro F, Mendola V, Cattabriga A, Cocozza MA, Vara G, Piccinino A, Lo Monaco S, Pastore LV, Mottola M, Malavasi S, Bevilacqua A, Neri E, Golfieri R. Human, All Too Human? An All-Around Appraisal of the “Artificial Intelligence Revolution” in Medical Imaging. Front Psychol. 2021 Sep 28;12:710982. doi: 10.3389/fpsyg.2021.710982. PMID: 34650476; PMCID: PMC8505993.
  2. Coppola F, Giannini V, Gabelloni M, Panic J, Defeudis A, Lo Monaco S, Cattabriga A, Cocozza MA, Pastore LV, Polici M, Caruso D, Laghi A, Regge D, Neri E, Golfieri R, Faggioni L. Radiomics and Magnetic Resonance Imaging of Rectal Cancer: From Engineering to Clinical Practice. Diagnostics (Basel). 2021 Apr 23;11(5):756. doi: 10.3390/diagnostics11050756. PMID: 33922483; PMCID: PMC8146913.
  3. Bonmatí LM, Miguel A, Suárez A, Aznar M, Beregi JP, Fournier L, Neri E, Laghi A, França M, Sardanelli F, Penzkofer T, Lambin P, Blanquer I, Menzel MI, Seymour K, Figueiras S, Krischak K, Martínez R, Mirsky Y, Yang G, Alberich-Bayarri Á. CHAIMELEON Project: Creation of a Pan-European Repository of Health Imaging Data for the Development of AI-Powered Cancer Management Tools. Front Oncol. 2022 Feb 24;12:742701. doi: 10.3389/fonc.2022.742701. PMID: 35280732; PMCID: PMC8913333.
  4. Gabelloni M, Faggioni L, Borgheresi R, Restante G, Shortrede J, Tumminello L, Scapicchio C, Coppola F, Cioni D, Gómez-Rico I, Martí-Bonmatí L, Neri E. Bridging gaps between images and data: a systematic update on imaging biobanks. Eur Radiol. 2022 Jan 10. doi: 10.1007/s00330-021-08431-6. Epub ahead of print. PMID: 35001159.
  5. Scapicchio C, Gabelloni M, Barucci A, Cioni D, Saba L, Neri E. A deep look into radiomics. Radiol Med. 2021 Oct;126(10):1296-1311. doi: 10.1007/s11547-021-01389-x. Epub 2021 Jul 2. PMID: 34213702; PMCID: PMC8520512.
  6. Scapicchio C, Gabelloni M, Forte SM, Alberich LC, Faggioni L, Borgheresi R, Erba P, Paiar F, Marti-Bonmati L, Neri E. DICOM-MIABIS integration model for biobanks: a use case of the EU PRIMAGE project. Eur Radiol Exp. 2021 May 12;5(1):20. doi: 10.1186/s41747-021-00214-4. PMID: 33977357; PMCID: PMC8113005. 
  7. Scott R, Misser SK, Cioni D, Neri E. PI-RADS v2.1: What has changed and how to report. SA J Radiol. 2021 Jun 1;25(1):2062. doi: 10.4102/sajr.v25i1.2062. PMID: 34230862; PMCID: PMC8252188. 
  8. Neri E, Coppola F, Miele V, Bibbolino C, Grassi R. Artificial intelligence: Who is responsible for the diagnosis? Radiol Med. 2020 Jun;125(6):517-521. doi: 10.1007/s11547-020-01135-9. Epub 2020 Jan 31. PMID: 32006241. 
  9. Brady AP, Neri E. Artificial Intelligence in Radiology-Ethical Considerations. Diagnostics (Basel). 2020 Apr 17;10(4):231. doi: 10.3390/diagnostics10040231. PMID: 32316503; PMCID: PMC7235856.
  10. Coppola F, Faggioni L, Neri E, Grassi R, Miele V.Insights Imaging.Impact of the COVID-19 outbreak on the profession and psychological wellbeing of radiologists: a nationwide online survey. 2021 Feb 17;12(1):23. doi: 10.1186/s13244-021-00962-2.PMID: 33595747.
  11. Fusco R, Granata V, Mazzei MA, Meglio ND, Roscio DD, Moroni C, Monti R, Cappabianca C, Picone C, Neri E, Coppola F, Montanino A, Grassi R, Petrillo A, Miele V.Cancer Control.Quantitative imaging decision support (QIDSTM) tool consistency evaluation and radiomic analysis by means of 594 metrics in lung carcinoma on chest CT scan.2021 Jan-Dec;28:1073274820985786. doi: 10.1177/1073274820985786.PMID: 33567876.
  12. Del Re M, Cucchiara F, Rofi E, Fontanelli L, Petrini I, Gri N, Pasquini G, Rizzo M, Gabelloni M, Belluomini L, Crucitta S, Ciampi R, Frassoldati A, Neri E, Porta C, Danesi R. A multiparametric approach to improve the prediction of response to immunotherapy in patients with metastatic NSCLC. Cancer Immunol Immunother. 2020 Dec 14. doi:10.1007/s00262-020-02810-6. Epub ahead of print. PMID: 33315149.
  13. Tan BS, Dunnick NR, Gangi A, Goergen S, Jin ZY, Neri E, Nomura CH, Pitcher RD, Yee J, Mahmood U. RSNA International Trends: A Global Perspective on the COVID-19 Pandemic and Radiology in Late 2020. Radiology. 2020 Dec 8:204267. doi:10.1148/radiol.2020204267. Epub ahead of print. PMID: 33289616; PMCID:PMC7734846.
  14. Gabelloni M, Faggioni L, Accogli S, Aringhieri G, Neri E. Pulmonary sequestration: What the radiologist should know. Clin Imaging. 2020 Dec 3;73:61-72. doi:10.1016/j.clinimag.2020.11.040. Epub ahead of print. PMID:33310586.
  15. Barucci A, Neri E. Adversarial radiomics: the rising of potential risks in medical imaging from adversarial learning. Eur J Nucl Med Mol Imaging. 2020 Dec;47(13):2941-2943. doi:10.1007/s00259-020-04879-8. PMID: 32451605.
  16. Gargani L, Bruni C, De Marchi D, Romei C, Guiducci S, Bellando-Randone S, Aquaro GD, Pepe A, Neri E, Colagrande S, Falaschi F, Moggi-Pignone A, Pingitore A, Matucci-Cerinic M. Lung magnetic resonance imaging in systemic sclerosis: a new promising approach to evaluate pulmonary involvement and progression. Clin Rheumatol. 2020 Nov 7. doi:10.1007/s10067-020-05491-9. Epub ahead of print. PMID: 33161470.
  17. Gabelloni M, Faggioni L, Attanasio S, Vani V, Goddi A, Colantonio S, Germanese D, Caudai C, Bruschini L, Scarano M, Seccia V, Neri E. Can Magnetic Resonance Radiomics Analysis Discriminate Parotid Gland Tumors? A Pilot Study. Diagnostics (Basel). 2020 Nov 3;10(11):900. doi:10.3390/diagnostics10110900. PMID: 33153140; PMCID: PMC7692594.
  18. Spada C, Hassan C, Bellini D, Burling D, Cappello G, Carretero C, Dekker E, Eliakim R, de Haan M, Kaminski MF, Koulaouzidis A, Laghi A, Lefere P, Mang T, Milluzzo SM, Morrin M, McNamara D, Neri E, Pecere S, Pioche M, Plumb A, Rondonotti E, Spaander MC, Taylor S, Fernandez-Urien I, van Hooft JE, Stoker J, Regge D. Imaging alternatives to colonoscopy: CT colonography and colon capsule. European Society of Gastrointestinal Endoscopy (ESGE) and European Society of Gastrointestinal and Abdominal Radiology (ESGAR) Guideline – Update 2020. Endoscopy. 2020 Dec;52(12):1127-1141. doi:10.1055/a-1258-4819. Epub 2020 Oct 26. PMID: 33105507.
  19. Spada C, Hassan C, Bellini D, Burling D, Cappello G, Carretero C, Dekker E, Eliakim R, de Haan M, Kaminski MF, Koulaouzidis A, Laghi A, Lefere P, Mang T, Milluzzo SM, Morrin M, McNamara D, Neri E, Pecere S, Pioche M, Plumb A, Rondonotti E, Spaander MC, Taylor S, Fernandez-Urien I, van Hooft JE, Stoker J, Regge D. Imaging alternatives to colonoscopy: CT colonography and colon capsule. European Society of Gastrointestinal Endoscopy (ESGE) and European Society of Gastrointestinal and Abdominal Radiology (ESGAR) Guideline – Update 2020. Eur Radiol. 2020 Oct 26. doi:10.1007/s00330-020-07413-4. Epub ahead of print. PMID: 33104846.
  20. Ursino S, Giuliano A, Martino FD, Cocuzza P, Molinari A, Stefanelli A, Giusti P, Aringhieri G, Morganti R, Neri E, Traino C, Paiar F. Incorporating dose-volume histogram parameters of swallowing organs at risk in a videofluoroscopy-based predictive model of radiation-induced dysphagia after head and neck cancer intensity-modulated radiation therapy. Strahlenther Onkol. 2020 Oct 9. doi:10.1007/s00066-020-01697-7. Epub ahead of print. PMID: 33034672.
  21. Neri E, Gabelloni M, Bäuerle T, Beets-Tan R, Caruso D, D’Anastasi M, Dinkel J, Fournier LS, Gourtsoyianni S, Hoffmann RT, Mayerhöfer ME, Regge D, Schlemmer HP, Laghi A. Involvement of radiologists in oncologic multidisciplinary team meetings: an international survey by the European Society of Oncologic Imaging. Eur Radiol. 2020 Aug 24. doi:10.1007/s00330-020-07178-w. Epub ahead of print. PMID: 32833089.
  22. Porcu M, Solinas C, Mannelli L, Micheletti G, Lambertini M, Willard-Gallo K, Neri E, Flanders AE, Saba L. Radiomics and “radi-…omics” in cancer immunotherapy: a guide for clinicians. Crit Rev Oncol Hematol. 2020 Oct;154:103068. doi:10.1016/j.critrevonc.2020.103068. Epub 2020 Aug 7. PMID: 32805498.
  23. Attanasio S, Forte SM, Restante G, Gabelloni M, Guglielmi G, Neri E. Artificial intelligence, radiomics and other horizons in body composition assessment. Quant Imaging Med Surg. 2020 Aug;10(8):1650-1660. doi:10.21037/qims.2020.03.10. PMID: 32742958; PMCID: PMC7378090.
  24. Ninatti G, Kirienko M, Neri E, Sollini M, Chiti A. Imaging-Based Prediction of Molecular Therapy Targets in NSCLC by Radiogenomics and AI Approaches: A Systematic Review. Diagnostics (Basel). 2020 May 30;10(6):359. doi:10.3390/diagnostics10060359. PMID: 32486314; PMCID: PMC7345054.
  25. Coppola F, Faggioni L, Regge D, Giovagnoni A, Golfieri R, Bibbolino C, Miele V, Neri E, Grassi R. Artificial intelligence: radiologists’ expectations and opinions gleaned from a nationwide online survey. Radiol Med. 2020 Apr 29. doi:10.1007/s11547-020-01205-y. Epub ahead of print. PMID: 32350797.
  26. Neri E, Miele V, Coppola F, Grassi R. Use of CT and artificial intelligence in suspected or COVID-19 positive patients: statement of the Italian Society of Medical and Interventional Radiology. Radiol Med. 2020 May;125(5):505-508. doi:10.1007/s11547-020-01197-9. Epub 2020 Apr 29. PMID: 32350794; PMCID: PMC7189175.
  27. Brady AP, Neri E. Artificial Intelligence in Radiology-Ethical Considerations. Diagnostics (Basel). 2020 Apr 17;10(4):231. doi:10.3390/diagnostics10040231. PMID: 32316503; PMCID: PMC7235856.
  28. Vani V, Regge D, Cappello G, Gabelloni M, Neri E. Imaging of Adverse Events Related to Checkpoint Inhibitor Therapy. Diagnostics (Basel). 2020 Apr 13;10(4):216. doi:10.3390/diagnostics10040216. PMID: 32294888; PMCID: PMC7235714.
  29. Martí-Bonmatí L, Alberich-Bayarri Á, Ladenstein R, Blanquer I, Segrelles JD, Cerdá-Alberich L, Gkontra P, Hero B, García-Aznar JM, Keim D, Jentner W, Seymour K, Jiménez-Pastor A, González-Valverde I, Martínez de Las Heras B, Essiaf S, Walker D, Rochette M, Bubak M, Mestres J, Viceconti M, Martí-Besa G, Cañete A, Richmond P, Wertheim KY, Gubala T, Kasztelnik M, Meizner J, Nowakowski P, Gilpérez S, Suárez A, Aznar M, Restante G, Neri E. PRIMAGE project: predictive in silico multiscale analytics to support childhood cancer personalised evaluation empowered by imaging biomarkers. Eur Radiol Exp. 2020 Apr 3;4(1):22. doi:10.1186/s41747-020-00150-9. PMID: 32246291; PMCID: PMC7125275.
  30. Gabelloni M, Di Nasso M, Morganti R, Faggioni L, Masi G, Falcone A, Neri E. Application of the ESR iGuide clinical decision support system to the imaging pathway of patients with hepatocellular carcinoma and cholangiocarcinoma: preliminary findings. Radiol Med. 2020 Jun;125(6):531-537. doi:10.1007/s11547-020-01142-w. Epub 2020 Feb 4. PMID: 32020528.
  31. Neri E, Coppola F, Miele V, Bibbolino C, Grassi R. Artificial intelligence: Who is responsible for the diagnosis? Radiol Med. 2020 Jun;125(6):517-521. doi:10.1007/s11547-020-01135-9. Epub 2020 Jan 31. PMID: 32006241.
  32. deSouza NM, Achten E, Alberich-Bayarri A, Bamberg F, Boellaard R, Clément O, Fournier L, Gallagher F, Golay X, Heussel CP, Jackson EF, Manniesing R, Mayerhofer ME, Neri E, O’Connor J, Oguz KK, Persson A, Smits M, van Beek EJR, Zech CJ; European Society of Radiology. Validated imaging biomarkers as decision-making tools in clinical trials and routine practice: current status and recommendations from the EIBALL* subcommittee of the European Society of Radiology (ESR). Insights Imaging. 2019 Aug 29;10(1):87. doi:10.1186/s13244-019-0764-0. PMID: 31468205; PMCID: PMC6715762.
  33. Gabelloni M, Faggioni L, Neri E. Imaging biomarkers in upper gastrointestinal cancers. BJR Open. 2019 Jun 24;1(1):20190001. doi:10.1259/bjro.20190001. PMID: 33178936; PMCID: PMC7592483.
  34. Faggioni L, Gabelloni M, Neri E, Caramella D. Evidence-based Clinical Decision Support Systems for Suspected Pulmonary Embolism: Are We Ready to Go? Acad Radiol. 2019 Aug;26(8):1084-1086. doi:10.1016/j.acra.2019.04.007. Epub 2019 May 22. PMID: 31126810.
  35. Soomro MH, Coppotelli M, Conforto S, Schmid M, Giunta G, Del Secco L, Neri E, Caruso D, Rengo M, Laghi A. Automated Segmentation of Colorectal Tumor in 3D MRI Using 3D Multiscale Densely Connected Convolutional Neural Network. J Healthc Eng. 2019 Jan 31;2019:1075434. doi:10.1155/2019/1075434. PMID: 30838121; PMCID: PMC6374810.
  36. Neri E, Del Re M, Paiar F, Erba P, Cocuzza P, Regge D, Danesi R. Radiomics and liquid biopsy in oncology: the holons of systems medicine. Insights Imaging. 2018 Dec;9(6):915-924. doi:10.1007/s13244-018-0657-7. Epub 2018 Nov 14. PMID:30430428; PMCID: PMC6269342.
  37. Mancini M, Summers P, Faita F, Brunetto MR, Callea F, De Nicola A, Di Lascio N, Farinati F, Gastaldelli A, Gridelli B, Mirabelli P, Neri E, Salvadori PA, Rebelos E, Tiribelli C, Valenti L, Salvatore M, Bonino F. Digital liver biopsy:Bio-imaging of fatty liver for translational and clinical research. World J Hepatol. 2018 Feb 27;10(2):231-245. doi:10.4254/wjh.v10.i2.231. PMID: 29527259; PMCID: PMC5838442.
  38. Caruso D, Zerunian M, Ciolina M, de Santis D, Rengo M, Soomro MH, Giunta G, Conforto S, Schmid M, Neri E, Laghi A. Haralick’s texture features for the prediction of response to therapy in colorectal cancer: a preliminary study. Radiol Med. 2018 Mar;123(3):161-167. doi:10.1007/s11547-017-0833-8. Epub 2017 Nov 8. PMID: 29119525.
  39. Neri E, Regge D. Imaging biobanks in oncology: European perspective. Future Oncol. 2017 Feb;13(5):433-441. doi:10.2217/fon-2016-0239. Epub 2016 Oct 28. PMID: 27788586.
  40. Faggioni L, Coppola F, Ferrari R, Neri E, Regge D. Usage of structured reporting in radiological practice: results from an Italian online survey. Eur Radiol. 2017 May;27(5):1934-1943. doi:10.1007/s00330-016-4553-6. Epub 2016 Aug PMID: 27572812.