Deep Instance-Level Hard Negative Mining Model for Histopathology Images

v1v2v3 (latest)

Deep Instance-Level Hard Negative Mining Model for Histopathology Images

24 June 2019

Lin Wu

Brian C. Lovell

ArXiv (abs)PDF HTML

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 80 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