Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation

7 March 2019

Papers citing "Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation"

21 / 21 papers shown

Title
Skull stripping with purely synthetic data Jong Sung Park Juhyung Ha Siddhesh P. Thakur Alexandra Badea Spyridon Bakas Eleftherios Garyfallidis 33 0 0 12 May 2025
Leveraging Anatomical Priors for Automated Pancreas Segmentation on Abdominal CT Anisa V. Prasad T. Mathai P. Mukherjee Jianfei Liu Ronald M. Summers SSeg 44 1 0 09 Apr 2025
SynthStrip: Skull-Stripping for Any Brain Image Andrew Hoopes Jocelyn S. Mora Adrian V. Dalca Bruce Fischl Malte Hoffmann 13 210 0 18 Mar 2022
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris TTA 28 8 0 26 Aug 2021
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction A. Saha M. Hosseinzadeh Henkjan Huisman MedIm 40 129 0 08 Jan 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 17 29 0 18 Dec 2020
Bayesian Image Reconstruction using Deep Generative Models Razvan V. Marinescu Daniel Moyer Polina Golland OOD DiffM 21 39 0 08 Dec 2020
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations Joy Hsu Jeffrey Gu Gong-Her Wu Wah Chiu Serena Yeung SSL 28 27 0 03 Dec 2020
w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Bo Wang Lei Wang Junyang Chen Zhenghua Xu Thomas Lukasiewicz Zhigang Fu 30 7 0 15 Nov 2020
Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data Alan Q. Wang Adrian V. Dalca M. Sabuncu 25 26 0 29 Jul 2020
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Ben Glocker Enzo Ferrante 16 65 0 24 Jun 2020
Boundary-aware Context Neural Network for Medical Image Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Jianping Fan Ye Li 11 138 0 03 May 2020
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian V. Dalca Juan Eugenio Iglesias 11 35 0 21 Apr 2020
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning? Sven Koehler A. Tandon T. Hussain H. Latus T. Pickardt S. Sarikouch P. Beerbaum G. Greil Sandy Engelhardt I. Wolf 13 6 0 10 Feb 2020
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images Aleksandar Vakanski Min Xian Phoebe E. Freer 18 142 0 20 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 16 750 0 27 Aug 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang D. Shen 19 26 0 21 May 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation Adrian V. Dalca Evan M. Yu Polina Golland Bruce Fischl M. Sabuncu Juan Eugenio Iglesias OOD 13 65 0 25 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 13 362 0 08 Mar 2019
Unsupervised Data Imputation via Variational Inference of Deep Subspaces Adrian V. Dalca John Guttag M. Sabuncu DRL 18 13 0 08 Mar 2019
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 29 330 0 27 Feb 2017