Objective Evaluation of Deep Uncertainty Predictions for COVID-19
Detection

Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection

22 December 2020

Hamzeh Asgharnezhad

Afshar Shamsi Jokandan

R. Alizadehsani

Papers citing "Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection"

11 / 11 papers shown

Title
Relationship between Uncertainty in DNNs and Adversarial Attacks Abigail Adeniran Adewale Adeyemo Adewale Adeyemo AAML 20 0 0 20 Sep 2024
Data-Driven Prediction and Uncertainty Quantification of PWR Crud-Induced Power Shift Using Convolutional Neural Networks Aidan Furlong Farah Alsafadi S. Palmtag Andrew Godfrey Xu Wu 57 1 0 27 Jun 2024
A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods Ling Huang S. Ruan Yucheng Xing Mengling Feng 41 20 0 09 Oct 2023
SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks Giuseppina Carannante Dimah Dera Nidhal C.Bouaynaya Hassan M. Fathallah-Shaykh Ghulam Rasool UQCV AAML OOD 27 6 0 10 Nov 2021
An Uncertainty-aware Loss Function for Training Neural Networks with Calibrated Predictions Afshar Shamsi Hamzeh Asgharnezhad AmirReza Tajally Saeid Nahavandi Henry Leung UQCV 44 6 0 07 Oct 2021
An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products Maryam Habibpour Hassan Gharoun AmirReza Tajally Afshar Shamsi Jokandan Hamzeh Asgharnezhad Abbas Khosravi S. Nahavandi UQCV 26 13 0 24 Jul 2021
Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods Nooshin Ayoobi Danial Sharifrazi R. Alizadehsani A. Shoeibi Juan M Gorriz ... S. Nahavandi A. G. Chofreh Feybi Ariani Goni J. Klemeš Amir H. Mosavi AI4TS 26 101 0 28 Apr 2021
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data R. Alizadehsani Danial Sharifrazi N. H. Izadi Javad Hassannataj Joloudari A. Shoeibi ... F. Khozeimeh Abbas Khosravi S. Nahavandi Sheikh Mohammed Shariful Islam U. Acharya 24 59 0 12 Feb 2021
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars M. Jafari Navid Ghassemi Delaram Sadeghi ... Z. Sani F. Khozeimeh S. Nahavandi U. Acharya Juan M Gorriz 51 178 0 16 Jul 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015