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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 J, Schachtner B, Fink N, Koliogiannis V, Schwarze V, Goller S, Trappmann L, Hoppe BF, Mansour N, Fischer M, Ben Khaled N, Jörgens M, Dinkel J, Kunz WG, Ricke J, Ingrisch M, Sabel BO, Rueckel J. Rudolph J, et al. Among authors: hoppe bf. Sci Rep. 2022 Jul 27;12(1):12764. doi: 10.1038/s41598-022-16514-7. Sci Rep. 2022. PMID: 35896763 Free PMC article.
An Artificial Intelligence-Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study.
Homayounieh F, Digumarthy S, Ebrahimian S, Rueckel J, Hoppe BF, Sabel BO, Conjeti S, Ridder K, Sistermanns M, Wang L, Preuhs A, Ghesu F, Mansoor A, Moghbel M, Botwin A, Singh R, Cartmell S, Patti J, Huemmer C, Fieselmann A, Joerger C, Mirshahzadeh N, Muse V, Kalra M. Homayounieh F, et al. JAMA Netw Open. 2021 Dec 1;4(12):e2141096. doi: 10.1001/jamanetworkopen.2021.41096. JAMA Netw Open. 2021. PMID: 34964851 Free PMC article.
Nonradiology Health-Care Professionals Significantly Benefit From AI Assistance in Emergency-Related Chest Radiography Interpretation.
Rudolph J, Huemmer C, Preuhs A, Buizza G, Hoppe BF, Dinkel J, Koliogiannis V, Fink N, Goller SS, Schwarze V, Mansour N, Schmidt VF, Fischer M, Jörgens M, Ben Khaled N, Liebig T, Ricke J, Rueckel J, Sabel BO. Rudolph J, et al. Among authors: hoppe bf. Chest. 2024 Jan 29:S0012-3692(24)00131-4. doi: 10.1016/j.chest.2024.01.039. Online ahead of print. Chest. 2024. PMID: 38295950 Free article.
Interpretation of Thoracic Radiography Shows Large Discrepancies Depending on the Qualification of the Physician-Quantitative Evaluation of Interobserver Agreement in a Representative Emergency Department Scenario.
Rudolph J, Fink N, Dinkel J, Koliogiannis V, Schwarze V, Goller S, Erber B, Geyer T, Hoppe BF, Fischer M, Ben Khaled N, Jörgens M, Ricke J, Rueckel J, Sabel BO. Rudolph J, et al. Diagnostics (Basel). 2021 Oct 11;11(10):1868. doi: 10.3390/diagnostics11101868. Diagnostics (Basel). 2021. PMID: 34679566 Free PMC article.