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2201.09042
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Uncertainty-aware deep learning methods for robust diabetic retinopathy classification
IEEE Access (IEEE Access), 2022
22 January 2022
J. Jaskari
J. Sahlsten
Theodoros Damoulas
Jeremias Knoblauch
Simo Särkkä
L. Kärkkäinen
K. Hietala
K. Kaski
BDL
UQCV
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Papers citing
"Uncertainty-aware deep learning methods for robust diabetic retinopathy classification"
6 / 6 papers shown
Enhancing Safety in Diabetic Retinopathy Detection: Uncertainty-Aware Deep Learning Models with Rejection Capabilities
Madhushan Ramalingam
Yaish Riaz
Priyanthi Rajamanoharan
Piyumi Dasanayaka
159
0
0
26 Sep 2025
Beyond Uncertainty Quantification: Learning Uncertainty for Trust-Informed Neural Network Decisions - A Case Study in COVID-19 Classification
Hassan Gharoun
M. S. Khorshidi
Fang Chen
Amir H. Gandomi
197
0
0
19 Sep 2024
On the meaning of uncertainty for ethical AI: philosophy and practice
Cassandra Bird
Daniel Williamson
Sabina Leonelli
226
1
0
11 Sep 2023
UATTA-EB: Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for Classifying Common Mental Illnesses on Social Media Posts
Pratinav Seth
Mihir Agarwal
AI4MH
193
2
0
10 Apr 2023
A Review of Uncertainty Estimation and its Application in Medical Imaging
K. Zou
Zhihao Chen
Xuedong Yuan
Xiaojing Shen
Meng Wang
Huazhu Fu
UQCV
371
144
0
16 Feb 2023
UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection
Pratinav Seth
Adil Mehmood Khan
Ananya Gupta
Saurabh Mishra
Akshat Bhandhari
192
0
0
06 Nov 2022
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