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2102.09099
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NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation
18 February 2021
M. Amgad
Lamees A. Atteya
Hagar Hussein
K. Mohammed
Ehab Hafiz
Maha A. T. Elsebaie
A. Alhusseiny
Mohamed Atef AlMoslemany
A. M. Elmatboly
P. A. Pappalardo
A. Gadallah
Pooya Mobadersany
Ahmad Rachid
Anas M. Saad
A. Alkashash
Inas A Ruhban
Anas Alrefai
Nada M. Elgazar
A. Abdulkarim
Abo-Alela Farag
Amira Etman
Ahmed G Elsaeed
Yahya Alagha
Yomna A. Amer
Ain Shams University
Menatalla K Nadim
Mai A T. Elsebaie
Ahmed Abi Ayad
Liza E. Hanna
Department of Anaesthesia
Mohamed Elkady
Bradley Drumheller
Critical Care
David Manthey
Atlanta
D. Neurology
Lurie Cancer Center
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Papers citing
"NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation"
21 / 21 papers shown
Title
In-Context Reverse Classification Accuracy: Efficient Estimation of Segmentation Quality without Ground-Truth
Matias Cosarinsky
Ramiro Billot
Lucas Mansilla
Gabriel Gimenez
Nicolás Gaggion
Guanghui Fu
Enzo Ferrante
55
1
0
06 Mar 2025
Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Clinical Pathology Analysis
Shengxuming Zhang
Weihan Li
Tianhong Gao
Jiacong Hu
Haoming Luo
Mingli Song
Xiuming Zhang
Mingli Song
Zunlei Feng
LM&MA
101
0
0
12 Dec 2024
Immunocto: a massive immune cell database auto-generated for histopathology
Mikaël Simard
Zhuoyan Shen
Maria A. Hawkins
C. Collins-Fekete
Maria A. Hawkins
Charles-Antoine Collins-Fekete
21
1
0
03 Jun 2024
Majority Voting of Doctors Improves Appropriateness of AI Reliance in Pathology
H. Gu
Chunxu Yang
S. Magaki
Neda Zarrin-Khameh
N. Lakis
...
Todd M. Stevens
Sara L. Stone
Wenzhong Yan
Mohammad Haeri
Xiang Ánthony' Chen
22
0
0
06 Apr 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning
Junjia Huang
Haofeng Li
Xiang Wan
Guanbin Li
25
0
0
20 Feb 2024
Unsupervised high-throughput segmentation of cells and cell nuclei in quantitative phase images
Julia Sistermanns
Ellen Emken
Gregor Weirich
Oliver Hayden
Wolfgang Utschick
17
0
0
24 Nov 2023
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised Applications
Jiatai Lin
Guoqiang Han
Xuemiao Xu
C. Liang
T. Wong
C. L. P. Chen
Zaiyi Liu
Chu Han
VLM
22
1
0
07 Sep 2023
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning
Ruining Deng
Yanwei Li
Peize Li
Jiacheng Wang
Lucas W. Remedios
...
Yaohong Wang
Yihan Wang
Yucheng Tang
Haichun Yang
Yuankai Huo
14
7
0
31 May 2023
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology
Jeongun Ryu
Aaron Valero Puche
Jaewoong Shin
Seonwook Park
Biagio Brattoli
...
S. Cho
K. Paeng
C-Y. Ock
D. Yoo
Sérgio Pereira
26
23
0
23 Mar 2023
VOLTA: an Environment-Aware Contrastive Cell Representation Learning for Histopathology
Ramin Nakhli
Allen W. Zhang
Katherine Rich
Amirali Darbandsari
Elahe Shenasa
...
K. Milne
J. McAlpine
B. Nelson
C. Gilks
A. Bashashati
9
5
0
08 Mar 2023
Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations
Zipei Zhao
Fengqian Pang
Yao Liu
Zhiwen Liu
Chuyang Ye
6
2
0
16 Feb 2023
Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection
Cholmin Kang
C. Lee
Heon Song
M. Ma
Sérgio Pereira
10
5
0
11 Oct 2022
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review
Esha Sadia Nasir
Arshi Parvaiz
M. Fraz
14
13
0
26 Aug 2022
CCRL: Contrastive Cell Representation Learning
Ramin Nakhli
Amirali Darbandsari
H. Farahani
A. Bashashati
SSL
14
3
0
12 Aug 2022
Scale dependant layer for self-supervised nuclei encoding
Peter Naylor
Yao-Hung Hubert Tsai
Marick Laé
Makoto Yamada
SSL
17
0
0
22 Jul 2022
TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge
A. Shephard
Mostafa Jahanifar
Ruoyu Wang
Muhammad Dawood
S. Graham
K. Sidlauskas
S. Khurram
Nasir M. Rajpoot
S. Raza
11
5
0
23 Jun 2022
Nucleus Segmentation and Analysis in Breast Cancer with the MIScnn Framework
A. Pfleiderer
D.N. Muller
Frank Kramer
15
0
0
16 Jun 2022
Interactive Multi-Class Tiny-Object Detection
C. Lee
Seonwook Park
Heon Song
Jeongun Ryu
Sanghoon Kim
Haejoon Kim
Sérgio Pereira
Donggeun Yoo
8
24
0
29 Mar 2022
Towards Launching AI Algorithms for Cellular Pathology into Clinical & Pharmaceutical Orbits
Amina Asif
K. Rajpoot
David R. J. Snead
F. Minhas
Nasir M. Rajpoot
6
5
0
17 Dec 2021
Teacher-Student chain for efficient semi-supervised histology image classification
Shayne Shaw
Maciej Pajak
Aneta Lisowska
Sotirios A. Tsaftaris
Alison Q. OÑeil
21
25
0
17 Mar 2020
A Survey on Deep Learning in Medical Image Analysis
G. Litjens
Thijs Kooi
B. Bejnordi
A. Setio
F. Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
C. I. Sánchez
OOD
278
10,544
0
19 Feb 2017
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