Error Corrective Boosting for Learning Fully Convolutional Networks with
Limited Data

Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data

2 May 2017

Abhijit Guha Roy

Sailesh Conjeti

Nassir Navab

Christian Wachinger

Papers citing "Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data"

18 / 18 papers shown

Title
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 574 0 27 May 2021
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 45 667 0 16 Oct 2019
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 28 387 0 09 Oct 2019
Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans M. Hamghalam Baiying Lei Tianfu Wang MedIm 14 32 0 27 Sep 2019
`Project & Excite' Modules for Segmentation of Volumetric Medical Scans Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Nassir Navab Christian Wachinger 3DPC 29 37 0 11 Jun 2019
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 17 17 0 05 Jun 2019
FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI Santiago Estrada Ran Lu Sailesh Conjeti Ximena Orozco-Ruiz Joana Panos-Willuhn M. Breteler M. Reuter MedIm 21 72 0 03 Apr 2019
3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles Yuankai Huo Zhoubing Xu Yunxi Xiong Katherine Aboud P. Parvathaneni Shunxing Bao Camilo Bermudez Susan M. Resnick L. Cutting Bennett A. Landman 33 247 0 28 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian Dalca John Guttag M. Sabuncu MedIm SSeg 30 146 0 07 Mar 2019
Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data Christina Schwarz-Gsaxner P. Roth J. Wallner Jan Egger OOD SSeg 24 18 0 07 Mar 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 28 181 0 04 Feb 2019
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols Yunxi Xiong Yuankai Huo Jiachen Wang L. Davis M. McHugo Bennett A. Landman 19 12 0 07 Jan 2019
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks Abhijit Guha Roy Nassir Navab Christian Wachinger SSeg 26 377 0 23 Aug 2018
SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis D. Gunashekar Sailesh Conjeti Abhijit Guha Roy Nassir Navab Kuangyu Shi MedIm 11 0 0 29 Jun 2018
Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger UQCV 14 87 0 19 Apr 2018
Btrfly Net: Vertebrae Labelling with Energy-based Adversarial Learning of Local Spine Prior Anjany Sekuboyina Markus Rempfler J. Kukačka Giles Tetteh A. Valentinitsch Jan S. Kirschke Bjoern H. Menze MedIm 18 67 0 04 Apr 2018
QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy Abhijit Guha Roy Sailesh Conjeti Nassir Navab Christian Wachinger 38 223 0 12 Jan 2018
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 42 330 0 27 Feb 2017