Attention-Based Transformers for Instance Segmentation of Cells in Microstructures

19 November 2020

Papers citing "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures"

29 / 29 papers shown

Title
Cell Nuclei Detection and Classification in Whole Slide Images with Transformers Oscar Pina Eduard Dorca Verónica Vilaplana 48 0 0 10 Feb 2025
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 53 1 0 26 Jul 2024
Understanding differences in applying DETR to natural and medical images Yanqi Xu Yiqiu Shen C. Fernandez‐Granda Laura Heacock Krzysztof J. Geras MedIm 64 2 0 27 May 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 38 49 0 15 Mar 2024
Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images Wei Lou Xinyi Yu Chenyu Liu Xiang Wan Guanbin Li Siqi Liu Haofeng Li 33 7 0 22 Oct 2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures Christoph Reich Tim Prangemeier Heinz Koeppl 31 0 0 23 Aug 2023
An Instance Segmentation Dataset of Yeast Cells in Microstructures Christoph Reich Tim Prangemeier André O. Franccani Heinz Koeppl 26 3 0 15 Apr 2023
Towards Accurate Post-Training Quantization for Vision Transformer Yifu Ding Haotong Qin Qing-Yu Yan Z. Chai Junjie Liu Xiaolin K. Wei Xianglong Liu MQ 54 68 0 25 Mar 2023
MultiNet with Transformers: A Model for Cancer Diagnosis Using Images H. Barzekar Yash J. Patel L. Tong Zeyun Yu MedIm 24 6 0 21 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 41 162 0 09 Jan 2023
Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels A. Gul Ozdemir Cetin Christoph Reich Tim Prangemeier Nadine Flinner Heinz Koeppl ViT MedIm 22 10 0 17 Oct 2022
Transformers with Learnable Activation Functions Haishuo Fang Ji-Ung Lee N. Moosavi Iryna Gurevych AI4CE 25 7 0 30 Aug 2022
Focused Decoding Enables 3D Anatomical Detection by Transformers Bastian Wittmann Fernando Navarro Suprosanna Shit Bjoern H. Menze ViT MedIm 13 8 0 21 Jul 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 27 63 0 02 Jun 2022
CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection Royden Wagner K. Rohr ViT MedIm 28 5 0 01 Jun 2022
An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers Gokul Karthik Kumar Sahal Shaji Mullappilly Abhishek Singh Gehlot ViT 31 1 0 11 May 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 29 36 0 26 Apr 2022
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring Royden Wagner K. Rohr MedIm 21 4 0 06 Apr 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang D. Shen ViT MedIm 28 255 0 24 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer Tianyi Zhang Yunlu Feng Yu Zhao Guangda Fan Aiming Yang ... Fan Song Chenbin Ma Yangyang Sun Youdan Feng Guanglei Zhang ViT MedIm 14 10 0 27 Dec 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 77 330 0 11 Nov 2021
Boundary-aware Transformers for Skin Lesion Segmentation Jiacheng Wang Lan Wei Liansheng Wang Qichao Zhou Lei Zhu Jing Qin ViT MedIm 80 129 0 08 Oct 2021
Video Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale Benchmark Haopeng Li Lingbo Liu Kunlin Yang Shinan Liu Junyuan Gao Bin Zhao Rui Zhang Jun Hou 47 14 0 19 Jul 2021
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy Christoph Reich Tim Prangemeier C. Wildner Heinz Koeppl AI4CE 14 7 0 15 Jun 2021
Medical Image Segmentation Using Squeeze-and-Expansion Transformers Shaohua Li Xiuchao Sui Xiangde Luo Xinxing Xu Yong Liu Rick Siow Mong Goh ViT MedIm 14 166 0 20 May 2021
Unknown Object Segmentation from Stereo Images M. Durner W. Boerdijk M. Sundermeyer W. Friedl Zoltán-Csaba Márton Rudolph Triebel 34 34 0 11 Mar 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,431 0 04 Jan 2021
A Survey on Visual Transformer Kai Han Yunhe Wang Hanting Chen Xinghao Chen Jianyuan Guo ... Chunjing Xu Yixing Xu Zhaohui Yang Yiman Zhang Dacheng Tao ViT 18 2,130 0 23 Dec 2020