40 citations · 119 across the 19 of their papers we have counts for
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cs.CL2020★ 25 cited
Improved Biomedical Word Embeddings in the Transformer Era
Jiho Noh, Ramakanth Kavuluru
Biomedical word embeddings are usually pre-trained on free text corpora with neural methods that capture local and global distributional properties. They are leveraged in downstrea…
cs.LG2020★ 20 cited
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging
Gongbo Liang, Connor Greenwell, Yu Zhang +3
A key challenge in training neural networks for a given medical imaging task is often the difficulty of obtaining a sufficient number of manually labeled examples. In contrast, tex…