A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:MICCAI Workshop on Domain Adaptation and Representation Transfer (3. : 2021 : Strasbourg) Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health
1. Verfasser: Taher, Mohammad Reza Hosseinzadeh (VerfasserIn)
Weitere Verfasser: Haghighi, Fatemeh (VerfasserIn), Feng, Ruibin (VerfasserIn), Gotway, Michael B. (VerfasserIn), Liang, Jianming (VerfasserIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: 2021
Schlagworte:
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Titel Jahr Verfasser
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation 2021 Zhang, Minghui
Self-supervised Learning of Inter-label Geometric Relationships for Gleason Grade Segmentation 2021 Mahapatra, Dwarikanath
Self-supervised Multimodal Generalized Zero Shot Learning for Gleason Grading 2021 Mahapatra, Dwarikanath
Cohort Brias Adaptation in Aggregated Datasets for Lesion Segmentation 2021 Nichyporuk, Brennan
Unsupervised Domain Adaption via Similarıty-Based Prototypes for Cross-Modality Segmentation 2021 Ye, Ziyu
Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory 2021 Tekin, Alpay
Contrast and Resolution Improvement of POCUS Using Self-consistent CyCleGAN 2021 Khan, Shujaat
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training 2021 Valvano, Gabriele
Adversarial Continual Learning for Multi-domain Hippocampal Segmentation 2021 Memmel, Marius
Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation 2021 Kamnitsas, Konstantinos
Classification and Generation of Microscopy Images with Plasmodium Falciparum via Artificial Neural Networks Using Low Cost Settings 2021 Ramarolahy, RijaTonny Christian
COVID-Net US: A Tailored, Highly Efficient, Self-attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-Care Ultrasound Imaging 2021 MacLean, Alexander
Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks 2021 Sadafı, Ario
Deep Learning Based Automatic Detection of Adequately Positioned Mammograms 2021 Gupta, Vikash
Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities? 2021 Budd, Samuel
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning 2021 Valvano, Gabriele
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis 2021 Taher, Mohammad Reza Hosseinzadeh
Exploring Deep Registration Latent Spaces 2021 Estienne, Theo
Learning from Partially Overlapping Labels: Image Segmentation Under Annotation Shift 2021 Filbrandt, Gregory
Low-Dose Dynamic CT Perfusion Denoising Without Training Data 2021 Sudarshan, Viswanath P.
Alle Artikel auflisten