Combining Datasets with Different Label Sets for Improved Nucleus
Segmentation and Classification

Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification

5 October 2023

Amruta Parulekar

Papers citing "Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification"

12 / 12 papers shown

Title
A Lightweight and Extensible Cell Segmentation and Classification Model for Whole Slide Images N. Shvetsov T. Kilvaer M. Tafavvoghi Anders Sildnes Kajsa Møllersen Lill-ToveRasmussen Busund L. A. Bongo VLM 91 1 0 26 Feb 2025
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 39 30 0 25 Jun 2023
GradMix for nuclei segmentation and classification in imbalanced pathology image datasets Tan N. N. Doan Kyungeun Kim Boram Song J. T. Kwak 32 9 0 24 Oct 2022
Nuclei instance segmentation and classification in histopathology images with StarDist Martin Weigert Uwe Schmidt 52 54 0 03 Mar 2022
CoNIC: Colon Nuclei Identification and Counting Challenge 2022 S. Graham Mostafa Jahanifar Q. Vu G. Hadjigeorghiou Thomas Leech David R. J. Snead S. Raza F. Minhas Nasir M. Rajpoot 48 67 0 29 Nov 2021
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 131 18,106 0 28 May 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification Zheng Li Ying Wei Yu Zhang Xiang Zhang Xin Li Qiang Yang 40 99 0 16 Nov 2018
Cell Detection with Star-convex Polygons Uwe Schmidt Martin Weigert Coleman Broaddus E. Myers 65 1,105 0 09 Jun 2018
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 117 2,145 0 11 Jul 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 223 8,468 0 17 Jun 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 655 12,003 0 04 Dec 2016
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 216 8,330 0 06 Nov 2014