Radiology U-shaped GAN for Semi-Supervised Learning and Unsupervised Domain Adaptation in High Resolution Chest Radiograph Segmentation. January 31, 2022
Medical Imaging | Ophthalmology Semi-MsST-GAN: A Semi-Supervised Segmentation Method for Corneal Ulcer Segmentation in Slit-Lamp Images. January 21, 2022
Environmental Monitoring | Remote Sensing Guiding Labelling Effort for Efficient Learning With Georeferenced Images. January 4, 2022
Radiology Inception-GAN for Semi-supervised Detection of Pneumonia in Chest X-rays. December 11, 2021
Dentistry | Oral and Maxillofacial Surgery | Radiology Deep semi-supervised learning for automatic segmentation of inferior alveolar nerve using a convolutional neural network. December 8, 2021
Chemical Toxicology | Drug Discovery Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network. November 28, 2021
Bioinformatics | Computational Biology | Microbiology Predicting the hosts of prokaryotic viruses using GCN-based semi-supervised learning. November 25, 2021
Gastroenterology | Medical Imaging Improving the Classification Performance of Esophageal Disease on Small Dataset by Semi-supervised Efficient Contrastive Learning. November 22, 2021
Medical Image Analysis | Radiology 3D spatial priors for semi-supervised organ segmentation with deep convolutional neural networks. November 9, 2021
Pathology Accurate recognition of colorectal cancer with semi-supervised deep learning on pathological images. November 3, 2021
Pulmonology | Radiology Semi-supervised CycleGAN for domain transformation of chest CT images and its application to opacity classification of diffuse lung diseases. October 18, 2021