CheXmask: a large-scale dataset of anatomical segmentation masks for
multi-center chest x-ray images

CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images

6 July 2023

Nicolás Gaggion

Candelaria Mosquera

Julia Mariel Saidman

Diego H. Milone

Papers citing "CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images"

19 / 19 papers shown

Title
Mask of truth: model sensitivity to unexpected regions of medical images Théo Sourget Michelle Hestbek-Møller Amelia Jiménez-Sánchez Jack Junchi Xu Veronika Cheplygina AAML 135 0 0 05 Dec 2024
Augmenting Chest X-ray Datasets with Non-Expert Annotations Veronika Cheplygina Cathrine Damgaard Dovile Juodelyte Veronika Cheplygina Amelia Jiménez-Sánchez 92 4 0 05 Sep 2023
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling C. Seibold A. Jaus M. Fink Moon S. Kim Simon Reiß Ken Herrmann Jens Kleesiek Rainer Stiefelhagen 50 9 0 06 Jun 2023
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models Nicolás Gaggion Maria Vakalopoulou Diego H. Milone Enzo Ferrante 44 5 0 14 Nov 2022
How precise are performance estimates for typical medical image segmentation tasks? Rosana El Jurdi O. Colliot UQCV 44 6 0 26 Oct 2022
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding C. Seibold Simon Reiß Saquib Sarfraz M. Fink Victoria L. Mayer Jan Sellner Moon S. Kim Klaus H. Maier-Hein Jens Kleesiek Rainer Stiefelhagen 60 19 0 07 Oct 2022
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis Nicolás Gaggion Lucas Mansilla Candelaria Mosquera Diego H. Milone Enzo Ferrante MedIm 35 39 0 21 Mar 2022
Hybrid graph convolutional neural networks for landmark-based anatomical segmentation Nicolás Gaggion Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 20 8 0 17 Jun 2021
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Ben Glocker Enzo Ferrante 63 65 0 24 Jun 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 44 81 0 20 Jan 2020
Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets Nicolas Roulet D. Slezak Enzo Ferrante 36 11 0 08 Mar 2019
PadChest: A large chest x-ray image dataset with multi-label annotated reports A. Bustos A. Pertusa J. M. Salinas M. Iglesia-Vayá LM&MA 64 612 0 22 Jan 2019
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs Alistair E. W. Johnson Tom Pollard Nathaniel R. Greenbaum M. Lungren Chih-ying Deng Yifan Peng Zhiyong Lu R. Mark Seth Berkowitz Steven Horng MedIm 89 809 0 21 Jan 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison Jeremy Irvin Pranav Rajpurkar M. Ko Yifan Yu Silviana Ciurea-Ilcus ... D. Larson C. Langlotz Bhavik Patel M. Lungren A. Ng 110 2,583 0 21 Jan 2019
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 78 2,696 0 14 Nov 2017
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu M. Bagheri Ronald M. Summers LM&MA 135 2,522 0 05 May 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 584 10,741 0 19 Feb 2017
Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth V. Valindria I. Lavdas Wenjia Bai Konstantinos Kamnitsas E. Aboagye A. Rockall Daniel Rueckert Ben Glocker 55 127 0 11 Feb 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.5K 76,894 0 18 May 2015