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Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images
Near- and duplicate image detection is a critical concern in the field of medical imaging.
Medical Image Retrieval Using Pretrained Embeddings
A wide range of imaging techniques and data formats available for medical images make accurate retrieval from image databases challenging.
AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound
On the measured data, the predictions of the proposed method are close to the expected values with MAPE of 1. 1%.
Deep Learning for Ultrasound Speed-of-Sound Reconstruction: Impacts of Training Data Diversity on Stability and Robustness
Ultrasound b-mode imaging is a qualitative approach and diagnostic quality strongly depends on operators' training and experience.
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