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Clinically focused multi-cohort benchmarking as a tool for external validation of artificial intelligence algorithm performance in basic chest radiography analysis.
Rudolph, Jan; Schachtner, Balthasar; Fink, Nicola; Koliogiannis, Vanessa; Schwarze, Vincent; Goller, Sophia; Trappmann, Lena; Hoppe, Boj F; Mansour, Nabeel; Fischer, Maximilian; Ben Khaled, Najib; Jörgens, Maximilian; Dinkel, Julien; Kunz, Wolfgang G; Ricke, Jens; Ingrisch, Michael; Sabel, Bastian O; Rueckel, Johannes.
Affiliation
  • Rudolph J; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany. jan.rudolph@med.uni-muenchen.de.
  • Schachtner B; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Fink N; Comprehensive Pneumology Center, German Center for Lung Research, Munich, Germany.
  • Koliogiannis V; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Schwarze V; Comprehensive Pneumology Center, German Center for Lung Research, Munich, Germany.
  • Goller S; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Trappmann L; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Hoppe BF; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Mansour N; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Fischer M; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Ben Khaled N; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Jörgens M; Department of Medicine I, University Hospital, LMU Munich, Munich, Germany.
  • Dinkel J; Department of Medicine II, University Hospital, LMU Munich, Munich, Germany.
  • Kunz WG; Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), University Hospital, LMU Munich, Munich, Germany.
  • Ricke J; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
  • Ingrisch M; Comprehensive Pneumology Center, German Center for Lung Research, Munich, Germany.
  • Sabel BO; Department of Radiology, Asklepios Fachklinik München, Gauting, Germany.
  • Rueckel J; Department of Radiology, University Hospital, LMU Munich, Marchioninistr. 15, 81377, Munich, Germany.
Sci Rep ; 12(1): 12764, 2022 07 27.
Article in En | MEDLINE | ID: mdl-35896763
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pneumothorax / Artificial Intelligence Type of study: Etiology_studies / Guideline / Observational_studies / Prognostic_studies Limits: Humans Language: En Journal: Sci Rep Year: 2022 Document type: Article Affiliation country: Country of publication:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pneumothorax / Artificial Intelligence Type of study: Etiology_studies / Guideline / Observational_studies / Prognostic_studies Limits: Humans Language: En Journal: Sci Rep Year: 2022 Document type: Article Affiliation country: Country of publication: