Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning

23 March 2022

Papers citing "Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning"

26 / 26 papers shown

Title
ScaleNet: An Unsupervised Representation Learning Method for Limited Information Huili Huang M. M. Roozbahani SSL 93 804 0 03 Oct 2023
Deep Probability Estimation Sheng Liu Aakash Kaku Weicheng Zhu M. Leibovich S. Mohan ... Haoxiang Huang L. Zanna N. Razavian Jonathan Niles-Weed C. Fernandez‐Granda UQCV OOD 59 14 0 21 Nov 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning Aakash Kaku Sahana Upadhya N. Razavian SSL 71 29 0 27 Oct 2021
Can contrastive learning avoid shortcut solutions? Joshua Robinson Li Sun Ke Yu Kayhan Batmanghelich Stefanie Jegelka S. Sra SSL 74 145 0 21 Jun 2021
MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering Tsung Wei Tsai Chongxuan Li Jun Zhu 51 61 0 05 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 688 6,079 0 29 Apr 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 307 2,347 0 04 Mar 2021
Self supervised contrastive learning for digital histopathology Ozan Ciga Tony Xu Anne L. Martel SSL 148 317 0 27 Nov 2020
Interpretable Survival Prediction for Colorectal Cancer using Deep Learning Ellery Wulczyn David F. Steiner M. Moran M. Plass Robert Reihs ... Zhaoyang Xu Yun-Hui Liu Martin C. Stumpe K. Zatloukal C. Mermel 130 158 0 17 Nov 2020
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning Bin Li Yin Li K. Eliceiri 82 618 0 17 Nov 2020
MoCo-CXR: MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models Hari Sowrirajan Jingbo Yang A. Ng Pranav Rajpurkar 89 86 0 11 Oct 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 233 4,083 0 17 Jun 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 371 6,806 0 13 Jun 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 481 3,433 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 369 18,778 0 13 Feb 2020
Deep learning-based survival prediction for multiple cancer types using histopathology images Ellery Wulczyn David F. Steiner Zhaoyang Xu Apaar Sadhwani Hongwu Wang I. Flament C. Mermel Po-Hsuan Cameron Chen Yun-Hui Liu Martin C. Stumpe 35 213 0 16 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 201 12,085 0 13 Nov 2019
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding Ming Y. Lu Richard J. Chen Jingwen Wang Debora Dillon Faisal Mahmood SSL 71 99 0 23 Oct 2019
Similar Image Search for Histopathology: SMILY Narayan Hegde J. Hipp Yun-Hui Liu M. Emmert-Buck Emily Reif ... C. Mermel Phil Q. Nelson L. Peng G. Corrado Martin C. Stumpe 130 139 0 30 Jan 2019
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 320 10,302 0 10 Jul 2018
A Scalable Discrete-Time Survival Model for Neural Networks Michael Gensheimer B. Narasimhan 78 191 0 02 May 2018
Attention-based Deep Multiple Instance Learning Maximilian Ilse Jakub M. Tomczak Max Welling 175 1,816 0 13 Feb 2018
Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images B. Bejnordi Jimmy Lin B. Glass M. Mullooly Gretchen L. Gierach M. Sherman N. Karssemeijer Jeroen van der Laak Andrew H. Beck 38 76 0 19 Feb 2017
Deep Learning for Identifying Metastatic Breast Cancer Dayong Wang A. Khosla Rishab Gargeya H. Irshad Andrew H. Beck MedIm 75 941 0 18 Jun 2016
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 482 1,255 0 02 Jun 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 377 14,253 0 23 Feb 2016