A review of uncertainty quantification in medical image analysis: Probabilistic and non-probabilistic methods

Ling Huang, Su Ruan, Yucheng Xing, Mengling Feng

Abstract: Highlights•The first review regarding probabilistic and non-probabilistic uncertainty analysis.•Uncertainty evaluation criteria applied for medical image analysis are studied.•Clinical applications of uncertainty quantification methods are discussed.•The advantages, limitations and potential future work are pointed out.