Learning with less data via Weakly Labeled Patch Classification in
Digital Pathology

v1v2v3 (latest)

Learning with less data via Weakly Labeled Patch Classification in Digital Pathology

27 November 2019

Graham W. Taylor

ArXiv (abs)PDF HTML

Papers citing "Learning with less data via Weakly Labeled Patch Classification in Digital Pathology"

12 / 12 papers shown

Title
Using Few-Shot Learning to Classify Primary Lung Cancer and Other Malignancy with Lung Metastasis in Cytological Imaging via Endobronchial Ultrasound Procedures Ching-Kai Lin Di-Chun Wei Yun-Chien Cheng 85 0 0 09 Apr 2024
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 108 60 0 13 Apr 2023
Attention-based Dynamic Subspace Learners for Medical Image Analysis V. SukeshAdiga Jose Dolz H. Lombaert 49 1 0 18 Jun 2022
Understanding the impact of image and input resolution on deep digital pathology patch classifiers Eu Wern Teh Graham W. Taylor 21 0 0 29 Apr 2022
Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning Jiawei Yang Hanbo Chen Jiangpeng Yan Xiaoyu Chen Jianhua Yao VLM 69 22 0 18 Feb 2022
Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley 88 21 0 23 Jan 2022
Learning with Less Labels in Digital Pathology via Scribble Supervision from Natural Images Eu Wern Teh Graham W. Taylor 15 1 0 07 Jan 2022
Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification Irma van den Brandt F. Fok B. Mulders Joaquin Vanschoren Veronika Cheplygina 43 4 0 13 Jul 2021
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem Milad Sikaroudi Benyamin Ghojogh Fakhri Karray Mark Crowley H. R. Tizhoosh 22 3 0 10 Jul 2020
Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches Milad Sikaroudi Benyamin Ghojogh Amir Safarpoor Fakhri Karray Mark Crowley H. R. Tizhoosh 53 17 0 04 Jul 2020
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study Milad Sikaroudi Amir Safarpoor Benyamin Ghojogh Sobhan Shafiei Mark Crowley H. R. Tizhoosh SSL OOD 32 10 0 10 May 2020
Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology Srinath Jayachandran Ashlin Ghosh MedIm 32 8 0 03 Apr 2020