Deep Recurrent Survival Analysis

7 September 2018

Yong Yu

Papers citing "Deep Recurrent Survival Analysis"

50 / 52 papers shown

Title
SurvBETA: Ensemble-Based Survival Models Using Beran Estimators and Several Attention Mechanisms Lev V. Utkin Semen P. Khomets Vlada A. Efremenko A. Konstantinov 71 0 0 10 Dec 2024
DNAMite: Interpretable Calibrated Survival Analysis with Discretized Additive Models Mike Van Ness Billy Block Madeleine Udell 29 1 0 08 Nov 2024
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning Dongjoon Lee Hyeryn Park Changhee Lee 28 0 0 15 Oct 2024
Deep End-to-End Survival Analysis with Temporal Consistency Mariana Vargas Vieyra Pascal Frossard 16 0 0 09 Oct 2024
CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis William Knottenbelt Zeyu Gao Rebecca Wray Woody Zhidong Zhang Jiashuai Liu Mireia Crispin-Ortuzar 34 10 0 06 Sep 2024
Deep State-Space Generative Model For Correlated Time-to-Event Predictions Yuan Xue Denny Zhou Nan Du Andrew M. Dai Zhen Xu Kun Zhang Claire Cui 31 8 0 28 Jul 2024
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks Xiaotong Sun Peijie Qiu Shengfan Zhang OffRL 31 0 0 19 Jul 2024
Confidence Intervals and Simultaneous Confidence Bands Based on Deep Learning Asaf Ben Arie M. Gorfine UQCV 28 0 0 20 Jun 2024
Interpretable Prediction and Feature Selection for Survival Analysis Mike Van Ness Madeleine Udell 39 2 0 23 Apr 2024
TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model Yue Wang Tianfan Fu Yinlong Xu Zihan Ma Hongxia Xu Yingzhou Lu Bang Du Hong-Yan Gao Jian Wu LM&MA 50 27 0 01 Apr 2024
Dynamic Survival Analysis for Early Event Prediction Hugo Yèche Manuel Burger Dinara Veshchezerova Gunnar Rätsch 29 2 0 19 Mar 2024
TripleSurv: Triplet Time-adaptive Coordinate Loss for Survival Analysis Liwen Zhang Lianzhen Zhong Fan Yang D. Dong Hui Hui Jie Tian 15 0 0 05 Jan 2024
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU Munib Mesinovic Peter Watkinson Ting Zhu 20 0 0 28 Oct 2023
Improving Event Time Prediction by Learning to Partition the Event Time Space Jimmy Hickey Ricardo Henao Daniel M. Wojdyla Michael J. Pencina Matthew M. Engelhard 11 0 0 24 Oct 2023
NSOTree: Neural Survival Oblique Tree Xiaotong Sun Peijie Qiu 19 0 0 25 Sep 2023
Contrastive Learning of Temporal Distinctiveness for Survival Analysis in Electronic Health Records Mohsen Nayebi Kerdabadi Arya Hadizadeh Moghaddam Bin Liu Meitian Liu Zijun Yao 11 8 0 24 Aug 2023
Reinterpreting survival analysis in the universal approximator age Sören Dittmer M. Roberts J. Preller AIX-COVNET Collaboration James H. F. Rudd J. Aston Carola-Bibiane Schönlieb 32 0 0 25 Jul 2023
Towards Flexible Time-to-event Modeling: Optimizing Neural Networks via Rank Regression Hyunjun Lee Junhyun Lee Tae-Kil Choi Jaewoo Kang Sangbum Choi OOD CML 16 0 0 16 Jul 2023
Deep Learning for Survival Analysis: A Review S. Wiegrebe Philipp Kopper R. Sonabend Bernd Bischl Andreas Bender 21 64 0 24 May 2023
Learning Survival Distribution with Implicit Survival Function Yu Ling Weimin Tan Bo Yan CML 19 2 0 24 May 2023
Proper Scoring Rules for Survival Analysis H. Yanagisawa 34 6 0 01 May 2023
Modelling customer churn for the retail industry in a deep learning based sequential framework Juan Pablo Equihua Henrik Nordmark Maged Ali B. Lausen 11 0 0 02 Apr 2023
Modeling Events and Interactions through Temporal Processes -- A Survey Angelica Liguori Luciano Caroprese Marco Minici Bruno Veloso Francesco Spinnato M. Nanni Giuseppe Manco João Gama AI4TS 18 2 0 10 Mar 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 36 13 0 09 Jan 2023
Examining properness in the external validation of survival models with squared and logarithmic losses R. Sonabend John Zobolas Philipp Kopper Lukas Burk Andreas Bender 26 3 0 10 Dec 2022
Variable selection for nonlinear Cox regression model via deep learning Kexuan Li 33 6 0 17 Nov 2022
EDEN : An Event DEtection Network for the annotation of Breast Cancer recurrences in administrative claims data Elise Dumas A. Hamy S. Houzard Eva Hernandez A. Toussaint ... M. Saint-Ghislain B. Grandal Eric Daoud F. Reyal Chloé-Agathe Azencott OOD 13 2 0 15 Nov 2022
Temporal Label Smoothing for Early Event Prediction Hugo Yèche Alizée Pace Gunnar Rätsch Rita Kuznetsova 29 4 0 29 Aug 2022
Deep Learning-Based Discrete Calibrated Survival Prediction Patrick Fuhlert Anne Ernst Esther Dietrich Fabian Westhaeusser K. Kloiber Stefan Bonn OOD 19 2 0 17 Aug 2022
SurvLatent ODE : A Neural ODE based time-to-event model with competing risks for longitudinal data improves cancer-associated Venous Thromboembolism (VTE) prediction I. Moon S. Groha A. Gusev BDL 20 10 0 20 Apr 2022
Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture Ebrahim Pourjafari Navid Ziaei Mohammadreza Rezaei Amir Sameizadeh M. Shafiee M. Alavinia M. Abolghasemian Nick Sajadi BDL 9 4 0 09 Apr 2022
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network Esther Dietrich Patrick Fuhlert Anne Ernst G. Sauter M. Lennartz H. Stiehl Marina Zimmermann Stefan Bonn 25 4 0 26 Nov 2021
Towards Generating Real-World Time Series Data Hengzhi Pei Kan Ren Yuqing Yang Chang-Shu Liu Tao Qin Dongsheng Li AI4TS 25 32 0 16 Nov 2021
Inverse-Weighted Survival Games Xintian Han Mark Goldstein A. Puli Thomas Wies A. Perotte Rajesh Ranganath OffRL 11 11 0 16 Nov 2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Alicia Curth Changhee Lee M. Schaar CML 22 29 0 26 Oct 2021
Towards modelling hazard factors in unstructured data spaces using gradient-based latent interpolation Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer 17 1 0 21 Oct 2021
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards Z. Nowroozilarki Arash Pakbin J. Royalty Donald K. K. Lee B. Mortazavi 11 8 0 17 Oct 2021
Metaparametric Neural Networks for Survival Analysis F. D. De Mello J. Wilkinson V. Kadirkamanathan 17 2 0 13 Oct 2021
SurvTRACE: Transformers for Survival Analysis with Competing Events Zifeng Wang Jimeng Sun 33 67 0 02 Oct 2021
Deep survival analysis with longitudinal X-rays for COVID-19 Michelle Shu Richard Strong Bowen Charles Herrmann Gengmo Qi Michele Santacatterina Ramin Zabih 14 8 0 22 Aug 2021
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 15 7 0 03 May 2021
X-CAL: Explicit Calibration for Survival Analysis Mark Goldstein Xintian Han A. Puli A. Perotte Rajesh Ranganath 33 37 0 13 Jan 2021
DeepHazard: neural network for time-varying risks Denise Rava Jelena Bradic 11 7 0 26 Jul 2020
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates Xiaochen Wang Arash Pakbin B. Mortazavi Hongyu Zhao Donald K. K. Lee 11 9 0 25 Jun 2020
A General Framework for Survival Analysis and Multi-State Modelling S. Groha Sebastian M. Schmon A. Gusev CML 14 8 0 08 Jun 2020
An RNN-Survival Model to Decide Email Send Times Harvineet Singh Moumita Sinha Atanu R. Sinha S. Garg Neha Banerjee AI4TS 17 5 0 21 Apr 2020
Neural Conditional Event Time Models Matthew M. Engelhard S. Berchuck Joshua DÁrcy Ricardo Henao 11 3 0 03 Apr 2020
Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis Jie Zhu B. Gallego CML 14 26 0 20 Oct 2019
Deep Lifetime Clustering S Chandra Mouli Leonardo Teixeira Jennifer Neville Bruno Ribeiro 17 7 0 01 Oct 2019
Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes Xubo Yue Raed Al Kontar 27 16 0 09 Mar 2019