15 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.CV2022
Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification
Shafa Balaram, Cuong M. Nguyen, Ashraf Kassim +1
Deep learning approaches achieve state-of-the-art performance for classifying radiology images, but rely on large labelled datasets that require resource-intensive annotation by sp…
cs.CV2021★ 15 cited
Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean
Balagopal Unnikrishnan, Cuong Nguyen, Shafa Balaram +3
Deep learning models achieve strong performance for radiology image classification, but their practical application is bottlenecked by the need for large labeled training datasets.…