H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes
Abstract 肝癌是導致癌症死亡的主要原因之一。爲了輔助醫生進行肝細胞癌的診斷和治療規劃，在臨牀實踐中迫切需要一種準確、自動化的肝腫瘤分割方法。近年來，全卷積神經網絡(FCNs)，包括二維和三維的FCNs，成爲許多體積圖像分割的主幹。**然而，二維卷積不能充分利用三維空間信息，而三維卷積計算成本高，GPU內存消耗大。**爲了解決這些問題，我們提出了一種新的混合密集連接的UNet (H-Dens
相關文章
- 1. 3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes-筆記
- 2. 《UNet++: A Nested U-Net Architecture for Medical Image Segmentation》論文翻譯
- 3. LEARNING VOLUMETRIC SEGMENTATION FOR LUNG TUMOR
- 4. Learning Contextual and Attentive Information for Brain Tumor Segmentation
- 5. [MICCAI2019]Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT Using Two-Stream Chained
- 6. 論文翻譯-LSTM Multi-modal UNet for Brain Tumor Segmentation
- 7. [論文翻譯]UNet++: A Nested U-Net Architecture for Medical Image Segmentation
- 8. 【論文閱讀筆記】Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Net
- 9. Automatic Tumor Segmentation from MRI scans 閱讀筆記
- 10. 醫學分割論文:Automatic Liver and Lesion Segmentation in CT Using Cascaded FCNN and 3D-CRF
- 更多相關文章...
- • Swift for 循環 - Swift 教程
- • Scala for循環 - Scala教程
- • RxJava操作符（七）Conditional and Boolean
- • 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。
最新文章
- 1. CVPR 2020 論文大盤點-光流篇
- 2. Photoshop教程_ps中怎麼載入圖案？PS圖案如何導入？
- 3. org.pentaho.di.core.exception.KettleDatabaseException:Error occurred while trying to connect to the
- 4. SonarQube Scanner execution execution Error --- Failed to upload report - 500: An error has occurred
- 5. idea 導入源碼包
- 6. python學習 day2——基礎學習
- 7. 3D將是頁遊市場新賽道？
- 8. osg--交互
- 9. OSG-交互
- 10. Idea、spring boot 圖片(pgn顯示、jpg不顯示)解決方案
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. 3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes-筆記
- 2. 《UNet++: A Nested U-Net Architecture for Medical Image Segmentation》論文翻譯
- 3. LEARNING VOLUMETRIC SEGMENTATION FOR LUNG TUMOR
- 4. Learning Contextual and Attentive Information for Brain Tumor Segmentation
- 5. [MICCAI2019]Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT Using Two-Stream Chained
- 6. 論文翻譯-LSTM Multi-modal UNet for Brain Tumor Segmentation
- 7. [論文翻譯]UNet++: A Nested U-Net Architecture for Medical Image Segmentation
- 8. 【論文閱讀筆記】Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Net
- 9. Automatic Tumor Segmentation from MRI scans 閱讀筆記
- 10. 醫學分割論文:Automatic Liver and Lesion Segmentation in CT Using Cascaded FCNN and 3D-CRF