Factorizer: A Scalable Interpretable Approach to Context Modeling for
Medical Image Segmentation

Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation

24 February 2022

L. De Lathauwer

D. Sappey-Marinier

Sabine Van Huffel

Papers citing "Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation"

11 / 11 papers shown

Title
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation Maregu Assefa Muzammal Naseer I. I. Ganapathi Syed Sadaf Ali Mohamed L Seghier N. Werghi 22 0 0 06 Apr 2025
Deep Learning-Driven Segmentation of Ischemic Stroke Lesions Using Multi-Channel MRI Ashiqur Rahman M. Chowdhury Md Sharjis Ibne Wadud Rusab Sarmun Adam Mushtak S. Zoghoul Israa Al-Hashimi 26 3 0 04 Jan 2025
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing Jitesh Joshi Sos S. Agaian Youngjun Cho AI4TS 41 1 0 03 Nov 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 54 5 0 02 May 2024
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge Ezequiel de la Rosa Mauricio Reyes S. Liew Alexandre Hutton Roland Wiest ... Suprosanna Shit M. H. Petzsche Bjoern H. Menze Jan S. Kirschke Benedikt Wiestler 42 7 0 28 Mar 2024
Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps Florian Kofler Hendrik Möller Josef A. Buchner Ezequiel de la Rosa Ivan Ezhov ... Stefan K. Ehrlich Annika Reinke Bjoern H. Menze Benedikt Wiestler Marie Piraud ISeg 20 7 0 05 Dec 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 19 8 0 14 Aug 2023
Improving Autoregressive NLP Tasks via Modular Linearized Attention Victor Agostinelli Lizhong Chen 22 1 0 17 Apr 2023
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 54 137 0 09 Sep 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 274 3,622 0 24 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 203 891 0 16 Feb 2021