Sparse Autoencoder for Unsupervised Nucleus Detection and Representation
in Histopathology Images

Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images

3 April 2017

Dimitris Samaras

Papers citing "Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images"

10 / 10 papers shown

Title
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images Hao Wang E. Ahn Jinman Kim 28 7 0 20 Mar 2023
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 17 56 0 18 Aug 2022
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data A. Dmitrenko M. M. Masiero N. Zamboni MedIm 11 8 0 07 Mar 2022
Machine Learning Applications in Lung Cancer Diagnosis, Treatment and Prognosis Yawei Li Xin Wu P. Yang Guoqian Jiang Yuan Luo AI4CE 13 2 0 05 Mar 2022
Resolving label uncertainty with implicit posterior models Esther Rolf Nikolay Malkin Alexandros Graikos A. Jojic Caleb Robinson Nebojsa Jojic UQCV 26 10 0 28 Feb 2022
Self supervised contrastive learning for digital histopathology Ozan Ciga Tony Xu Anne L. Martel SSL 103 305 0 27 Nov 2020
Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention M. Sahasrabudhe Stergios Christodoulidis R. Salgado S. Michiels S. Loi Fabrice André Nikos Paragios Maria Vakalopoulou 8 64 0 16 Jul 2020
Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types L. Hou Rajarsi R. Gupta John S. Van Arnam Yuwei Zhang Kaustubh Sivalenka Dimitris Samaras Tahsin M. Kurc Joel H. Saltz 19 45 0 18 Feb 2020
Learning to segment images with classification labels Ozan Ciga Anne L. Martel VLM 19 25 0 28 Dec 2019
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 4 84 0 04 Jul 2019