Incorporating algorithmic uncertainty into a clinical machine deep learning algorithm for urgent head CTs.
Yoon BC, Pomerantz SR, Mercaldo ND, Goyal S, L'Italien EM, Lev MH, Buch KA, Buchbinder BR, Chen JW, Conklin J, Gupta R, Hunter GJ, Kamalian SC, Kelly HR, Rapalino O, Rincon SP, Romero JM, He J, Schaefer PW, Do S, González RG.
Yoon BC, et al.
PLoS One. 2023 Mar 13;18(3):e0281900. doi: 10.1371/journal.pone.0281900. eCollection 2023.
PLoS One. 2023.
PMID: 36913348
Free PMC article.
All other cases were designated as No Prediction (NP) by the algorithm. The positive predictive value for IC+ cases (N = 103) was 0.91 (CI: 0.84-0.96), and the negative predictive value for IC- cases (N = 729) was 0.94 (0.91-0.96). ...
All other cases were designated as No Prediction (NP) by the algorithm. The positive predictive value for IC+ cases (N = 103) was 0.9 …