Bayesian Neural Networks for Uncertainty Estimation of Imaging
Biomarkers

v1v2 (latest)

Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers

28 August 2020

Abhijit Guha Roy

Sebastian Polsterl

Christian Wachinger

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Papers citing "Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers"

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Title
PF-DAformer: Proximal Femur Segmentation via Domain Adaptive Transformer for Dual-Center QCT Rochak Dhakal Chen Zhao Zixin Shi Joyce H. Keyak T. Kaneko Kuan-Jui Su Hui Shen Hong-Wen Deng Weihua Zhou OOD MedIm 48 0 0 30 Oct 2025
Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer LesionsInternational Conference on Machine Learning and Applications (ICMLA), 2024 Elhoucine Elfatimi Pratik Shah UQCV 192 0 0 31 Dec 2024
From Pointwise to Powerhouse: Initialising Neural Networks with Generative Models Christian Harder Moritz Fuchs Yuri Tolkach Anirban Mukhopadhyay 178 0 0 25 Oct 2023
A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods Ling Huang S. Ruan Yucheng Xing Mengling Feng 259 42 0 09 Oct 2023