Automatic Localization of the Left Ventricle in Cardiac MRI Images Using Deep Learning
Abstract 在CMRI圖像中自動定位LV是一項基本的步驟對於自動分割，功能分析，和基於內容的心臟圖像檢索來說。在本文中，我們介紹了一種基於深度卷積神經網絡（CNN）的新方法，用於在短軸視圖中定位心臟MRI中的LV。採用具有不同內核尺寸的六層CNN進行特徵提取，然後使用Softmax完全連接層進行分類。引入尺度分析金字塔以考慮心臟的不同尺寸。一個公開可獲得的包含33個病人的數據集被用於學習和測
相關文章
- 1. Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network.
- 2. 論文閱讀筆記（四十九）：3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Pr..
- 3. Biomedical images dataset findings（3 cardiac page）
- 4. Exploring the teaching of deep learning in neural networks
- 5. 【醫學+深度論文：F05】2018 automatic optic disk and cup segmentation of fundus images using deep learning
- 6. Deep Learning Assessment of Tumor Proliferation in Breast Cancer Histological Images
- 7. Inspirational Applications of Deep Learning
- 8. Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning
- 9. 文章閱讀：GridNet with automatic shape prior registration for automatic MRI cardiac segmentation
- 10. 論文閱讀《Deep Learning Assessment of Tumor Proliferation in Breast Cancer Histological Images》
- 更多相關文章...
- • Docker images 命令 - Docker命令大全
- • SQL IN 操作符 - SQL 教程
- • Java Agent入門實戰（一）-Instrumentation介紹與使用
- • 爲了進字節跳動，我精選了29道Java經典算法題，帶詳細講解
相關標籤/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network.
- 2. 論文閱讀筆記（四十九）：3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Pr..
- 3. Biomedical images dataset findings（3 cardiac page）
- 4. Exploring the teaching of deep learning in neural networks
- 5. 【醫學+深度論文：F05】2018 automatic optic disk and cup segmentation of fundus images using deep learning
- 6. Deep Learning Assessment of Tumor Proliferation in Breast Cancer Histological Images
- 7. Inspirational Applications of Deep Learning
- 8. Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning
- 9. 文章閱讀：GridNet with automatic shape prior registration for automatic MRI cardiac segmentation
- 10. 論文閱讀《Deep Learning Assessment of Tumor Proliferation in Breast Cancer Histological Images》