NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification

3 August 2024

Papers citing "NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification"

11 / 11 papers shown

Title
HoVer-UNet: Accelerating HoVerNet with UNet-based multi-class nuclei segmentation via knowledge distillation C. Tommasino Cristiano Russo A. M. Rinaldi Francesco Ciompi 25 7 0 21 Nov 2023
CellViT: Vision Transformers for Precise Cell Segmentation and Classification Fabian Horst Moritz Rempe Lukas Heine C. Seibold J. Keyl ... S. Ugurel J. Siveke Barbara Grünwald Jan Egger Jens Kleesiek MedIm ViT 53 100 0 27 Jun 2023
Nuclei instance segmentation and classification in histopathology images with StarDist Martin Weigert Uwe Schmidt 54 54 0 03 Mar 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 668 6,066 0 29 Apr 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 170 1,606 0 18 Mar 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 194 2,897 0 31 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 632 41,003 0 22 Oct 2020
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework Navid Alemi Koohbanani Mostafa Jahanifar A. Gooya Nasir M. Rajpoot SSeg 29 37 0 27 Aug 2019
Micro-Net: A unified model for segmentation of various objects in microscopy images S. Raza Linda Cheung Muhammad Shaban S. Graham David B. A. Epstein S. Pelengaris Michael Khan Nasir M. Rajpoot SSeg 44 241 0 22 Apr 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015