Performance of AI for preoperative CT assessment of lung metastases: Retrospective analysis of 167 patients.

Journal: European journal of radiology
Published Date:

Abstract

OBJECTIVES: To evaluate the performance of artificial intelligence (AI) in the preoperative detection of lung metastases on CT.

Authors

  • Giorgio Maria Masci
    Radiology Department, Hôpital Cochin, AP-HP, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France; Department of Radiological, Oncological and Pathological Sciences, Policlinico Umberto I, Università degli Studi di Roma La Sapienza, Viale del Policlinico 155, 00161 Rome, Italy.
  • Guillaume Chassagnon
    Department of Radiology, Hopital Cochin, APHP, 75014 Paris, France; Université Paris Cité, 75006 Paris, France.
  • Marco Alifano
    Université de Paris Cité, 85 boulevard Saint-Germain, 75006 Paris, France; Department of Thoracic Surgery, Hôpital Cochin, AP-HP, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France.
  • Camille Tlemsani
    Université de Paris Cité, 85 boulevard Saint-Germain, 75006 Paris, France; Department of Medical Oncology, Hôpital Cochin, AP-HP, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France.
  • Pascaline Boudou-Rouquette
    Department of Medical Oncology, Hôpital Cochin, AP-HP, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France.
  • Giuseppe La Torre
    Department of Public Health and Infectious Diseases, Università degli Studi di Roma La Sapienza, Piazzale Aldo Moro 5, 00185 Rome, Italy.
  • Arvin Calinghen
    Department of Radiology, Caen University Medical Center, 14033 Cedex 9, Caen, France.
  • Emma Canniff
    Radiology Department, Hôpital Cochin, AP-HP, 27 Rue du Faubourg Saint-Jacques, 75014, Paris, France.
  • Ludovic Fournel
    Université de Paris Cité, 85 boulevard Saint-Germain, 75006 Paris, France; Department of Thoracic Surgery, Hôpital Cochin, AP-HP, 27 rue du Faubourg Saint-Jacques, 75014 Paris, France.
  • Marie-Pierre Revel
    Department of Radiology (G.C., S.D., M.P.R.) and Respiratory Medicine and National Cystic Reference Center (P.R.B.), Groupe Hospitalier Cochin-Hotel Dieu, AP-HP, Université Paris Descartes, 27 Rue du Faubourg Saint-Jacques, 75014 Paris, France; Center for Visual Computing, Ecole CentraleSupelec, Grande Voie des Vignes, Chatenay Malabry, France (G.C., E.I.Z., N.P.); U1016 Inserm, Institut Cochin, Paris, France (G.C., P.R.B., C.M., M.P.R.); Radiology Department (S.B.) and Pulmonary Department (R.C.), Hôpital Arnaud de Villeneuve, CHU de Montpellier, Université de Montpellier, Montpellier, France; ERN-Lung CF Network, France (P.R.B., C.M.); and TheraPanacea, Paris-Biotech-Santé, Paris, France (N.P.).