Nature - USA (2020-01-02)
Nature | Vol 577 | 2 January 2020 | 93 In the USA, the AI system exhibited specificity and sensitivity superior to that of radio ...
94 | Nature | Vol 577 | 2 January 2020 Article Lehman, C. D. et al. National performance benchmarks for modern screening digita ...
Methods Ethical approval Use of the UK dataset for research collaborations by both commercial and non-commercial organizations r ...
Article biopsy by a factor of 19.04. Further sampling occurred when selecting one case per patient: to enrich for difficult case ...
screening exams that were acquired between 1 and 4 years earlier, accompanied by de-identified radiologist reports. If prior ima ...
Article the reader study. For comparisons with the clinical reads, the choice of superiority or non-inferiority was based on wha ...
Breast cancer in 2 years (USA) Extended Data Fig. 1 | Unweighted evaluation of breast cancer prediction on the US test set. In c ...
Article Breast cancer in 1 year (USA) Extended Data Fig. 2 | Performance of the AI system in breast cancer prediction compared t ...
Extended Data Fig. 3 | Localization (mLROC) analysis. Similar to Extended Data Fig. 2, but true positives require localization o ...
Article abReader sensitivity (UK) Reader sensitivity (USA) Extended Data Fig. 4 | Evidence for the gatekeeper effect in retrospe ...
a c b Breast cancer in 12 months (UK) Breast cancer in 12 months (USA) n Extended Data Fig. 5 | Quantitative evaluation of reade ...
Article Extended Data Table 1 | Characteristics of the UK and US test sets a UK test set CI at 95% NHS BSP Years 2012 to 2015 - ...
Extended Data Table 2 | Detailed comparison between human clinical decisions and AI predictions a test dataset human benchmark m ...
Article Extended Data Table 3 | Detailed description of the case composition for the reader study Row Description No. cancer cas ...
Extended Data Table 4 | Potential use of the AI system in two clinical applications a Sensitivity (%) (n = 41 4) Specificity (%) ...
Article Extended Data Table 5 | Discrepancies between the AI system and human readers Dataset Cancer type (^) readerAI cau mighs ...
Extended Data Table 6 | Performance breakdown a Cancer type (UK first reader) AI system Reader Delta (95% CI) No. examples Sensi ...
Article Extended Data Table 7 | Reader experience a b UK Reads per year No. readers 3,000-4,000 3 4,000-5,000 6 5,000-6,000 3 6, ...
1 nature research | reporting summary October 2018 Corresponding author(s): Shravya Shetty Last updated by author(s):Oct 23, 201 ...
2 nature research | reporting summary October 2018 Field-specific reporting Please select the one below that is the best fit for ...
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