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Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation
Recent automated medical image analysis methods have attained state-of-the-art performance but have relied on memory and compute-intensive deep learning models. Reducing model size without significant loss in performance metrics is crucial for time and memory-efficient automated image-based decision...
שמור ב:
| הוצא לאור ב: | Med Image Comput Comput Assist Interv |
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| Main Authors: | , , , , , , |
| פורמט: | Artigo |
| שפה: | Inglês |
| יצא לאור: |
2019
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| נושאים: | |
| גישה מקוונת: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6962054/ https://ncbi.nlm.nih.gov/pubmed/31942569 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32251-9_43 |
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