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

26 July 2020

Afshar Shamsi

Hamzeh Asgharnezhad

Shirin Shamsi Jokandan

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

25 / 25 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 30 0 0 19 Sep 2024
ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance Afshar Shamsi Rejisa Becirovic A. Argha Ehsan Abbasnejad Hamid Alinejad-Rokny Arash Mohammadi TTA OOD 29 0 0 14 Sep 2024
Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspection Luiza Ribeiro Marnet Yury Brodskiy Stella Grasshof Andrzej Wasowski 32 2 0 20 Mar 2024
Post-COVID Highlights: Challenges and Solutions of AI Techniques for Swift Identification of COVID-19 Yingying Fang Xiaodan Xing Shiyi Wang Simon Walsh Guang Yang 26 0 0 24 Sep 2023
Machine Learning for Infectious Disease Risk Prediction: A Survey Mutong Liu Yang Liu Jiming Liu LM&MA AI4CE 24 0 0 06 Aug 2023
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
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Deep Learning Image Classification Han S. Lee Haeil Lee H. Hong Junmo Kim UQCV 25 0 0 01 Dec 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 34 81 0 05 Oct 2022
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-ray Images A. Chaddad Lama Hassan Christian Desrosiers 40 24 0 04 Jun 2022
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification Jianxiong Shen Antonio Agudo Francesc Moreno-Noguer Adria Ruiz AI4CE 14 55 0 18 Mar 2022
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer Shiye Lei Zhuozhuo Tu Leszek Rutkowski Feng Zhou Li Shen Fengxiang He Dacheng Tao BDL 28 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 46 6 0 07 Oct 2021
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image D. Avola Andrea Bacciu Luigi Cinque Alessio Fagioli Marco Raoul Marini Riccardo Taiello 29 9 0 06 Oct 2021
Uncertainty-Aware Credit Card Fraud Detection Using Deep Learning Maryam Habibpour Hassan Gharoun M. Mehdipour AmirReza Tajally Hamzeh Asgharnezhad Afshar Shamsi Jokandan Abbas Khosravi M. Shafie‐khah S. Nahavandi J. Catalão 33 45 0 28 Jul 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 32 13 0 24 Jul 2021
Confidence Aware Neural Networks for Skin Cancer Detection Donya Khaledyan AmirReza Tajally A. Sarkhosh Afshar Shamsi Jokandan Hamzeh Asgharnezhad Abbas Khosravi S. Nahavandi 14 10 0 19 Jul 2021
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion Model with Ensemble Monte Carlo Dropout for COVID-19 Detection Moloud Abdar Soorena Salari Sina Qahremani Fellow Ieee Hak-Keung Lam Fakhri Karray Ieee Sadiq Hussain Fellow Senior Member Ieee Abbas Khosravi S. M. I. U. Rajendra Acharya V. Makarenkov Australia. S. Nahavandi OOD 28 77 0 18 May 2021
Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection Hamzeh Asgharnezhad Afshar Shamsi Jokandan R. Alizadehsani Abbas Khosravi S. Nahavandi Z. Sani D. Srinivasan UQCV 38 70 0 22 Dec 2020
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 26 159 0 09 Nov 2020
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision Changwei Wang Rongtao Xu Shibiao Xu Weiliang Meng Jun Xiao Xiaopeng Zhang 23 7 0 29 Jul 2020
RetinaFaceMask: A Single Stage Face Mask Detector for Assisting Control of the COVID-19 Pandemic Xinqi Fan Mingjie Jiang CVBM 25 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 278 5,695 0 05 Dec 2016