Towards Robust General Medical Image Segmentation

Towards Robust General Medical Image Segmentation

9 July 2021

Laura Alexandra Daza

Papers citing "Towards Robust General Medical Image Segmentation"

13 / 13 papers shown

Title
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation Niloufar Eghbali H. Bagher-Ebadian Tuka Alhanai M. Ghassemi MedIm ViT 38 0 0 06 Jan 2025
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models H. Malik Numan Saeed Asif Hanif Muzammal Naseer Mohammad Yaqub Salman Khan F. Khan 48 0 0 12 Jun 2024
Mitigating False Predictions In Unreasonable Body Regions Constantin Ulrich Catherine Knobloch Julius Holzschuh Tassilo Wald Maximilian R. Rokuss M. Zenk Maximilian Fischer Michael Baumgartner Fabian Isensee Klaus H. Maier-Hein AI4CE 38 0 0 24 Apr 2024
The Limits of Perception: Analyzing Inconsistencies in Saliency Maps in XAI Anna Stubbin Thompson Chyrikov Jim Zhao Christina Chajo 23 0 0 23 Mar 2024
Certification of Deep Learning Models for Medical Image Segmentation Othmane Laousy Alexandre Araujo G. Chassagnon Nikos Paragios M. Revel Maria Vakalopoulou MedIm 18 2 0 05 Oct 2023
Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation Asif Hanif Muzammal Naseer Salman Khan M. Shah F. Khan AAML OOD 33 3 0 14 Jul 2023
JoB-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images Natalia Valderrama Ioannis Pitsiorlas Luisa Vargas Pablo Arbelaez Maria A. Zuluaga 18 2 0 16 Apr 2023
Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications Junhao Dong Junxi Chen Xiaohua Xie Jianhuang Lai H. Chen AAML MedIm 25 16 0 24 Mar 2023
Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs Prashant Pandey Mustafa Chasmai Tanuj Sur Brejesh Lall 6 11 0 26 Aug 2022
SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness Jindong Gu Hengshuang Zhao Volker Tresp Philip H. S. Torr AAML 11 73 0 25 Jul 2022
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection Linhai Ma Liang Liang OOD 16 6 0 02 Jun 2022
Medical Aegis: Robust adversarial protectors for medical images Qingsong Yao Zecheng He S. Kevin Zhou AAML MedIm 19 2 0 22 Nov 2021
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks Linhai Ma Liang Liang AAML 18 18 0 19 May 2020