PFEMed: Few-shot medical image classification using prior guided feature enhancement

Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification

(2021) Xi Wang et al.   MEDICAL IMAGE ANALYSIS

Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images

(2021) Xiaocong Chen et al.   PATTERN RECOGNITION

Automated cardiac segmentation of cross-modal medical images using unsupervised multi-domain adaptation and spatial neural attention structure

(2021) Jinping Liu et al.   MEDICAL IMAGE ANALYSIS

MetaMed: Few-shot medical image classification using gradient-based meta-learning

(2021) Rishav Singh et al.   PATTERN RECOGNITION

Medical image classification using synergic deep learning

(2019) Jianpeng Zhang et al.   MEDICAL IMAGE ANALYSIS

Deep feature learning for histopathological image classification of canine mammary tumors and human breast cancer

(2019) Abhinav Kumar et al.   INFORMATION SCIENCES

7-Point Checklist and Skin Lesion Classification using Multi-Task Multi-Modal Neural Nets

(2018) Jeremy Kawahara et al.   IEEE Journal of Biomedical and Health Informatics

Optimal Transport for Domain Adaptation

(2017) Nicolas Courty et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Medical image retrieval using deep convolutional neural network

(2017) Adnan Qayyum et al.   NEUROCOMPUTING

A Dataset for Breast Cancer Histopathological Image Classification

(2016) Fabio A. Spanhol et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING