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1906.09681
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Deep Instance-Level Hard Negative Mining Model for Histopathology Images
24 June 2019
Meng Li
Lin Wu
Arnold Wiliem
Kun-li Zhao
Teng Zhang
Brian C. Lovell
Re-assign community
ArXiv (abs)
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Papers citing
"Deep Instance-Level Hard Negative Mining Model for Histopathology Images"
9 / 9 papers shown
Title
Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image
Yonghuang Wu
Xuan Xie
Xinyuan Niu
Chengqian Zhao
Jinhua Yu
68
0
0
18 Nov 2024
Hard Negative Sample Mining for Whole Slide Image Classification
Wentao Huang
Xiaoling Hu
Shahira Abousamra
Prateek Prasanna
Chao Chen
VLM
82
6
0
03 Oct 2024
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions
Jun Wang
Yu Mao
Nan Guan
Chun Jason Xue
96
3
0
18 Aug 2024
Towards Robust Plant Disease Diagnosis with Hard-sample Re-mining Strategy
Q. H. Cap
Atsushi Fukuda
S. Kagiwada
H. Uga
Nobusuke Iwasaki
Hitoshi Iyatomi
80
8
0
05 Sep 2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
Wenhao Tang
Sheng Huang
Xiaoxian Zhang
Fengtao Zhou
Yi Zhang
Bo Liu
118
48
0
28 Jul 2023
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification
Conghao Xiong
Hao Chen
Joseph J. Y. Sung
Irwin King
MedIm
88
38
0
19 Jan 2023
Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box Training
Hideaki Okamoto
Takakiyo Nomura
K. Nabeshima
Jun Hashimoto
Hitoshi Iyatomi
Hitoshi Iyatomi
31
0
0
18 Aug 2021
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark
Edson Bollis
Hélio Pedrini
Sandra Avila
38
24
0
22 Apr 2020
Deep neural network models for computational histopathology: A survey
C. Srinidhi
Ozan Ciga
Anne L. Martel
AI4CE
164
584
0
28 Dec 2019
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