Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification

Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:TIA (2. : 2020 : Online) Thoracic image analysis
1. Verfasser: Pooch, Eduardo H. P. (VerfasserIn)
Weitere Verfasser: Ballester, Pedro (VerfasserIn), Barros, Rodrigo C. (VerfasserIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: 2020
Schlagworte:
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Titel Jahr Verfasser
Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN 2020 Moreta-Martínez, Rafael
3D Probabilistic Segmentation and Volumetry from 2D Projection Images 2020 Viontzos, Athanasios
Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification 2020 Pooch, Eduardo H. P.
A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis 2020 Gozes, Ophir
Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting 2020 Pepe, Antonio
Deep Group-Wise Variational Diffeomorphic Image Registration 2020 Ouderaa, Tycho F. A. van der
Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images 2020 Li, Tong
3D Deep Convolutional Neural Network-Based Ventilated Lung Segmentation Using Multi-nuclear Hyperpolarized Gas MRI 2020 Astley, Joshua R.
CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-Rays 2020 Mahajan, Kushagra
Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection 2020 Codari, Marina
Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation 2020 Nardelli, Pietro
Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS 2020 Chaudhary, Muhammad F. A.
Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet 2020 Kamal, Uday
MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data 2020 Stephens, Maialen
Alle Artikel auflisten