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Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction

Title:	Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction
Authors:	Ghoshal, Biraja^{Aff13, Aff14}; Woof, William^{Aff13, Aff14}; Mendes, Bernardo^{Aff13, Aff14}; Al-Khuzaei, Saoud^Aff15; De Guimaraes, Thales Antonio Cabral^{Aff13, Aff14}; Varela, Malena Daich^{Aff13, Aff14}; Liu, Yichen^Aff13; Sen, Sagnik^{Aff13, Aff14}; Lin, Siying^{Aff13, Aff14}; Shah, Mital^{Aff13, Aff14}; Fujinami-Yokokawa, Yu^Aff16; Webster, Andrew R.^{Aff13, Aff14}; Mahroo, Omar A.^{Aff13, Aff14}; Fujinami, Kaoru^Aff16; Holz, Frank^Aff19; Herrmann, Philipp^Aff19; Sallum, Juliana^Aff18; Balaskas, Konstantinos^{Aff13, Aff14}; Madhusudhan, Savita^Aff17; Downes, Susan M^Aff15; Michaelides, Michel^{Aff13, Aff14}; Pontikos, Nikolas^{Aff13, Aff14}
Contributors:	Goos, Gerhard, Series Editor^Aff1; Hartmanis, Juris, Founding Editor^Aff2; Bertino, Elisa, Editorial Board Member^Aff3; Gao, Wen, Editorial Board Member^Aff4; Steffen, Bernhard, Editorial Board Member^Aff5; Yung, Moti, Editorial Board Member^Aff6; Sudre, Carole H., editor^Aff7; Mehta, Raghav, editor^Aff8; Ouyang, Cheng, editor^Aff9; Qin, Chen, editor^Aff10; Rakic, Marianne, editor^Aff11; Wells, William M., editor^Aff12
Source:	Uncertainty for Safe Utilization of Machine Learning in Medical Imaging : 6th International Workshop, UNSURE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings. 15167:47-58
Database:	Springer Nature eBooks