SurvTRACE: Transformers for Survival Analysis with Competing Events

2 October 2021

Jimeng Sun

Papers citing "SurvTRACE: Transformers for Survival Analysis with Competing Events"

23 / 23 papers shown

Title
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks Xin Liu Weijia Zhang Min-Ling Zhang 116 2 0 19 Oct 2024
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision Zifeng Wang Jimeng Sun 48 24 0 29 Jun 2022
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang Jimeng Sun LMTD 57 141 0 19 May 2022
Revisiting Deep Learning Models for Tabular Data Yu. V. Gorishniy Ivan Rubachev Valentin Khrulkov Artem Babenko LMTD 85 720 0 22 Jun 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 367 21,175 0 25 Mar 2021
BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients Yun Zhao Qinghang Hong Xinlu Zhang Yu Deng Yuqing Wang Linda R. Petzold 18 17 0 19 Mar 2021
Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback Zifeng Wang Xi Chen Rui Wen Shao-Lun Huang E. Kuruoglu Yefeng Zheng BDL CML OffRL 22 81 0 06 Sep 2020
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates Xiaochen Wang Arash Pakbin B. Mortazavi Hongyu Zhao Donald K. K. Lee 92 9 0 25 Jun 2020
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks Chirag Nagpal Xinyu Li A. Dubrawski OOD 89 121 0 02 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 310 42,038 0 03 Dec 2019
Continuous and Discrete-Time Survival Prediction with Neural Networks Håvard Kvamme Ørnulf Borgan 26 130 0 15 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 435 24,160 0 26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.2K 93,936 0 11 Oct 2018
Deep Recurrent Survival Analysis Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Lin Qiu Yong Yu 151 132 0 07 Sep 2018
Adversarial Time-to-Event Modeling Paidamoyo Chapfuwa Chenyang Tao Chunyuan Li C. Page B. Goldstein Lawrence Carin Ricardo Henao AAML OOD CML 28 92 0 09 Apr 2018
Machine Learning for Survival Analysis: A Survey Ping Wang Yan Li Chandan K. Reddy CML 98 332 0 15 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 514 129,831 0 12 Jun 2017
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 299 2,496 0 08 Jun 2017
Deep Learning for Patient-Specific Kidney Graft Survival Analysis Margaux Luck Tristan Sylvain H. Cardinal Andrea Lodi Yoshua Bengio SyDa 104 115 0 29 May 2017
Deep Survival Analysis Rajesh Ranganath A. Perotte Noémie Elhadad David M. Blei 125 198 0 06 Aug 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 330 1,243 0 02 Jun 2016
Recommendations as Treatments: Debiasing Learning and Evaluation Tobias Schnabel Adith Swaminathan Ashudeep Singh Navin Chandak Thorsten Joachims CML 119 679 0 17 Feb 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014