Uncertainty Quantification for Machine Learning in Healthcare: A Survey

4 May 2025

Papers citing "Uncertainty Quantification for Machine Learning in Healthcare: A Survey"

3 / 3 papers shown

Title
Early Failure Detection in Autonomous Surgical Soft-Tissue Manipulation via Uncertainty Quantification Jordan Thompson Ronald Koe Anthony Le Gabriella Goodman Daniel S. Brown Alan Kuntz 155 2 0 17 Jan 2025
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation JoonHo Lee Jae Oh Woo Juree Seok Parisa Hassanzadeh Wooseok Jang ... Hankyu Moon Wenjun Hu Yeong-Dae Kwon Taehee Lee Seungjai Min 144 2 0 10 May 2024
Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation Volodymyr Kuleshov Shachi Deshpande UQCV BDL 473 34 0 14 Dec 2021