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Time-to-Event Prediction with Neural Networks and Cox Regression

1 July 2019

Håvard Kvamme

Ørnulf Borgan

Ida Scheel

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Papers citing "Time-to-Event Prediction with Neural Networks and Cox Regression"

25 / 125 papers shown

Title
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality Hyungchul Lee E. Sholle Ashley N. Beecy S. Al’Aref Yifan Peng 98 8 0 03 May 2021
Development of a dynamic type 2 diabetes risk prediction tool: a UK Biobank study N. Dolezalova M. Cairo A. Despotovic A. Booth Angus B. Reed D. Morelli D. Plans 29 3 0 20 Apr 2021
Development of digitally obtainable 10-year risk scores for depression and anxiety in the general population D. Morelli N. Dolezalova S. Ponzo M. Colombo D. Plans 22 1 0 20 Apr 2021
Development of an accessible 10-year Digital CArdioVAscular (DiCAVA) risk assessment: a UK Biobank study N. Dolezalova Angus B. Reed A. Despotovic B. Obika D. Morelli M. Aral D. Plans 19 14 0 20 Apr 2021
The structure of online social networks modulates the rate of lexical change Jian Zhu David Jurgens 34 8 0 11 Apr 2021
Survival Regression with Proper Scoring Rules and Monotonic Neural Networks David Rindt Robert Hu D. Steinsaltz Dino Sejdinovic 188 38 0 26 Mar 2021
T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP Jiaye Teng Zeren Tan Yang Yuan 78 13 0 08 Mar 2021
Simulating time to event prediction with spatiotemporal echocardiography deep learning R. Shad Nicolas Quach R. Fong P. Kasinpila C. Bowles ... Michelle C. Li J. Teuteberg John P. Cunningham C. Langlotz W. Hiesinger 27 0 0 03 Mar 2021
Medical Imaging and Machine Learning R. Shad John P. Cunningham Euan A. Ashley C. Langlotz W. Hiesinger 68 42 0 02 Mar 2021
pcoxtime: Penalized Cox Proportional Hazard Model for Time-dependent Covariates Steve Cygu J. Dushoff B. Bolker 21 5 0 03 Feb 2021
Variational Bayes survival analysis for unemployment modelling P. Boškoski M. Perne M. Ramesa Biljana Mileva-Boshkoska CML 67 10 0 03 Feb 2021
Computing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival Data Sameer Sundrani James Lu 32 21 0 01 Feb 2021
Deep Cox Mixtures for Survival Regression Chirag Nagpal Steve Yadlowsky Negar Rostamzadeh Katherine A. Heller CML 168 62 0 16 Jan 2021
Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach S. Barbieri S. Mehta Billy P Wu C. Bharat K. Poppe Louisa R Jorm R. Jackson 30 25 0 28 Nov 2020
Positive-Unlabelled Survival Data Analysis T. Toyabe Yasuhiro Hasegawa T. Hoshino 15 0 0 26 Nov 2020
WRSE -- a non-parametric weighted-resolution ensemble for predicting individual survival distributions in the ICU Jonathan Heitz Joanna Ficek M. Faltys T. Merz Gunnar Rätsch Matthias Huser 55 1 0 02 Nov 2020
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks Weijing Tang Jiaqi Ma Qiaozhu Mei Ji Zhu 72 31 0 19 Aug 2020
DeepHazard: neural network for time-varying risks Denise Rava Jelena Bradic 45 7 0 26 Jul 2020
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals George H. Chen 96 16 0 25 Jul 2020
Event Prediction in the Big Data Era: A Systematic Survey Liang Zhao AI4TS 102 56 0 19 Jul 2020
A General Framework for Survival Analysis and Multi-State Modelling S. Groha Sebastian M. Schmon A. Gusev CML 105 8 0 08 Jun 2020
Neural Conditional Event Time Models Matthew M. Engelhard S. Berchuck Joshua DÁrcy Ricardo Henao 146 3 0 03 Apr 2020
BigSurvSGD: Big Survival Data Analysis via Stochastic Gradient Descent A. Tarkhan N. Simon 8 11 0 28 Feb 2020
The Brier Score under Administrative Censoring: Problems and Solutions Håvard Kvamme Ørnulf Borgan 67 21 0 18 Dec 2019
Continuous and Discrete-Time Survival Prediction with Neural Networks Håvard Kvamme Ørnulf Borgan 75 132 0 15 Oct 2019