Automated Design of Deep Learning Methods for Biomedical Image
Segmentation

Automated Design of Deep Learning Methods for Biomedical Image Segmentation

17 April 2019

Paul F. Jäger

Simon A. A. Kohl

Klaus H. Maier-Hein

Papers citing "Automated Design of Deep Learning Methods for Biomedical Image Segmentation"

15 / 15 papers shown

Title
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation Kate Čevora Ben Glocker Wenjia Bai OOD 26 0 0 08 Aug 2024
4D Myocardium Reconstruction with Decoupled Motion and Shape Model Xiaohan Yuan Cong Liu Yangang Wang 36 3 0 27 Aug 2023
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19 Liansheng Wang Jiacheng Wang Lei Zhu H. Fu Ping Li Gary Cheng Zhipeng Feng Shuo Li Pheng-Ann Heng 28 23 0 10 Nov 2022
Comprehensive study of good model training for prostate segmentation in volumetric MRI Carlos Nácher Collado 3DV 16 0 0 29 Aug 2022
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions Pingping Dai Licong Dong Ruihan Zhang Haiming Zhu Jie Wu Kehong Yuan MedIm 19 4 0 20 Mar 2022
Diffusion Models for Implicit Image Segmentation Ensembles J. Wolleb Robin Sandkühler Florentin Bieder Philippe Valmaggia Philippe C. Cattin DiffM MedIm VLM 10 263 0 06 Dec 2021
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection Qin Liu H. Deng C. Lian Xiaoyang Chen Deqiang Xiao ... Xu Chen Tianshu Kuang J. Gateno P. Yap J. Xia 15 25 0 07 Oct 2021
Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation V. Nath Dong Yang Bennett A. Landman Daguang Xu H. Roth 27 68 0 07 Jan 2021
Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer Yao Zhang Jiawei Yang Feng Hou Yang Liu Yixin Wang Jiang Tian Cheng Zhong Yang Zhang Zhiqiang He 32 27 0 29 Dec 2020
Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods H. Zhang I. Oguz 8 14 0 12 Dec 2020
Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu Mengzhang Li Zhanxing Zhu MedIm 11 72 0 07 Oct 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms S. Amirrajab Samaneh Abbasi-Sureshjani Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 66 25 0 27 Jul 2020
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem J. Hofmanninger F. Prayer Jeanny Pan Sebastian Rohrich H. Prosch Georg Langs 30 46 0 31 Jan 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 21 607 0 17 Jan 2020
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 26 383 0 09 Oct 2019