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08/17/2023
How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?
Pruning has emerged as a powerful technique for compressing deep neural ...
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07/11/2023
Improving Segmentation and Detection of Lesions in CT Scans Using Intensity Distribution Supervision
We propose a method to incorporate the intensity information of a target...
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08/29/2022
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study
Imaging exams, such as chest radiography, will yield a small set of comm...
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07/29/2022
Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor
Finding small lesions is very challenging due to lack of noticeable feat...
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03/31/2022
Universal Lymph Node Detection in T2 MRI using Neural Networks
Purpose: Identification of abdominal Lymph Nodes (LN) that are suspiciou...
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11/09/2021