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20182023
most citedA review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises

1.1k citations · 1.5k across the 36 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

eess.IV2022★ 1 cited

Flow-based Visual Quality Enhancer for Super-resolution Magnetic Resonance Spectroscopic Imaging

Siyuan Dong, Gilbert Hangel, Eric Z. Chen +7

Magnetic Resonance Spectroscopic Imaging (MRSI) is an essential tool for quantifying metabolites in the body, but the low spatial resolution limits its clinical applications. Deep…

cs.CV2022★ 8 cited

Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation

Chenyu You, Weicheng Dai, Yifei Min +2

Contrastive learning has shown great promise over annotation scarcity problems in the context of medical image segmentation. Existing approaches typically assume a balanced class d…