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The CNN-based Coronary Occlusion Site Localization with Effective Preprocessing Method
The Coronary Artery Occlusion (CAO) acutely comes to human, and it highl...
12/18/2019 ∙ by YeongHyeon Park, et al. ∙
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Reinforcement Learning-based Automatic Diagnosis of Acute Appendicitis in Abdominal CT
Acute appendicitis characterized by a painful inflammation of the vermif...
09/02/2019 ∙ by Walid Abdullah Al, et al. ∙
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Automatic Left Atrial Appendage Orifice Detection for Preprocedural Planning of Appendage Closure
In preoperative planning of left atrial appendage closure (LAAC) with CT...
04/02/2019 ∙ by Walid Abdullah Al, et al. ∙
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Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks
Suppressing bones on chest X-rays such as ribs and clavicle is often exp...
11/05/2018 ∙ by Dong Yul Oh, et al. ∙
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Comparison of RNN Encoder-Decoder Models for Anomaly Detection
In this paper, we compare different types of Recurrent Neural Network (R...
07/17/2018 ∙ by YeongHyeon Park, et al. ∙
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Partial Policy-based Reinforcement Learning for Anatomical Landmark Localization in 3D Medical Images
Deploying the idea of long-term cumulative return, reinforcement learnin...
07/09/2018 ∙ by Walid Abdullah Al, et al. ∙
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Deep Vessel Segmentation By Learning Graphical Connectivity
We propose a novel deep-learning-based system for vessel segmentation. E...
06/06/2018 ∙ by Seung Yeon Shin, et al. ∙
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Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images
We propose a framework for localization and classification of masses in ...
10/10/2017 ∙ by Seung Yeon Shin, et al. ∙
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