Spatial Aggregation of Holistically-Nested Convolutional Neural Networks
for Automated Pancreas Localization and Segmentation

Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation

31 January 2017

Adam P. Harrison

Ronald M. Summers

Papers citing "Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation"

17 / 17 papers shown

Title
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework Jun Li Hongzhang Zhu Tao Chen Xiaohua Qian 24 4 0 12 May 2025
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 33 83 0 19 Aug 2021
Inter-slice Context Residual Learning for 3D Medical Image Segmentation Jianpeng Zhang Yutong Xie Yan Wang Yong-quan Xia SSeg MedIm 13 87 0 28 Nov 2020
Automatic Brain Tumor Segmentation with Scale Attention Network Yading Yuan 8 30 0 06 Nov 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 14 324 0 28 Oct 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 26 616 0 02 Aug 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 14 29 0 22 Feb 2020
Weakly supervised segmentation from extreme points H. Roth Ling Zhang Dong Yang Fausto Milletari Ziyue Xu Xiaosong Wang Daguang Xu 17 21 0 02 Oct 2019
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis Yueming Jin Huaxia Li Qi Dou Hao Chen J. Qin Chi-Wing Fu Pheng-Ann Heng 11 171 0 13 Jul 2019
Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks Ningning Zhao Nuo Tong Dan Ruan K. Sheng SSeg MedIm 8 52 0 05 Jun 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 6 388 0 22 Apr 2019
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net Yunze Man Yangsibo Huang Junyi Feng Xi Li Fei Wu SSeg 6 122 0 19 Apr 2019
Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet Jun Li Xiaozhu Lin Hui Che Hao Li Xiaohua Qian SSeg 11 39 0 03 Mar 2019
Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez Hyeonsoo Moon ... T. Moyo M. Savona A. Assad R. Abramson Bennett A. Landman 21 46 0 09 Nov 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao A. Assad T. Moyo M. Savona R. Abramson Bennett A. Landman MedIm 18 225 0 15 Oct 2018
Deep learning and its application to medical image segmentation H. Roth Chen Shen H. Oda M. Oda Y. Hayashi K. Misawa K. Mori MedIm SSeg 24 112 0 23 Mar 2018
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing L. Yang MedIm SSeg 14 132 0 16 Jul 2017