An Uncertainty-aware Transfer Learning-based Framework for Covid-19
Diagnosis

An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis

26 July 2020

Hamzeh Asgharnezhad

Shirin Shamsi Jokandan

Papers citing "An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis"

12 / 12 papers shown

Title
Trust-informed Decision-Making Through An Uncertainty-Aware Stacked Neural Networks Framework: Case Study in COVID-19 Classification Hassan Gharoun M. S. Khorshidi Fang Chen Amir H. Gandomi 28 0 0 19 Sep 2024
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation F. Bougourzi C. Distante Fadi Dornaika A. Taleb-Ahmed MedIm ViT 17 5 0 27 Mar 2023
Boosting Automatic COVID-19 Detection Performance with Self-Supervised Learning and Batch Knowledge Ensembling Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 38 8 0 19 Dec 2022
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-ray Images A. Chaddad Lama Hassan Christian Desrosiers 38 24 0 04 Jun 2022
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer Shiye Lei Zhuozhuo Tu Leszek Rutkowski Feng Zhou Li Shen Fengxiang He Dacheng Tao BDL 23 2 0 12 Dec 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
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 21 159 0 09 Nov 2020
RetinaFaceMask: A Single Stage Face Mask Detector for Assisting Control of the COVID-19 Pandemic Xinqi Fan Mingjie Jiang CVBM 17 48 0 08 May 2020
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks A. Narin Ceren Kaya Ziynet Pamuk 80 1,762 0 24 Mar 2020
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods Mücahid Barstuğan U. Ozkaya Ş. Öztürk OOD 67 340 0 20 Mar 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