3 citations · 3 across the 3 of their papers we have counts for
3 papers
Virtual embeddings and self-consistency for self-supervised learning
Tariq Bdair, Hossam Abdelhamid, Nassir Navab +1
Self-supervised Learning (SSL) has recently gained much attention due to the high cost and data limitation in the training of supervised learning models. The current paradigm in th…
Semi-Supervised Federated Peer Learning for Skin Lesion Classification
Tariq Bdair, Nassir Navab, Shadi Albarqouni
Globally, Skin carcinoma is among the most lethal diseases. Millions of people are diagnosed with this cancer every year. Sill, early detection can decrease the medication cost and…
ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging
Tariq Bdair, Benedikt Wiestler, Nassir Navab +1
Medical image segmentation is one of the major challenges addressed by machine learning methods. Yet, deep learning methods profoundly depend on a large amount of annotated data, w…