Deep Learning for Patient-Specific Kidney Graft Survival Analysis

29 May 2017

Papers citing "Deep Learning for Patient-Specific Kidney Graft Survival Analysis"

44 / 44 papers shown

Title
Ensemble-Based Survival Models with the Self-Attended Beran Estimator Predictions Lev V. Utkin Semen P. Khomets Vlada A. Efremenko A. Konstantinov Natalya M. Verbova 15 0 0 09 Jun 2025
SurvBETA: Ensemble-Based Survival Models Using Beran Estimators and Several Attention Mechanisms Lev V. Utkin Semen P. Khomets Vlada A. Efremenko A. Konstantinov 164 0 0 10 Dec 2024
Adaptive Transformer Modelling of Density Function for Nonparametric Survival Analysis Xin Zhang Deval Mehta Yanan Hu Chao Zhu David Darby ... Daniel Merlo M. Gresle A. Walt H. Butzkueven Zongyuan Ge 53 3 0 10 Sep 2024
OPSurv: Orthogonal Polynomials Quadrature Algorithm for Survival Analysis Lilian W. Bialokozowicz Hoang M. Le Tristan Sylvain Peter A. I. Forsyth Vineel Nagisetty Greg Mori 70 0 0 02 Feb 2024
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis Patricia A. Apellániz J. Parras Santiago Zazo CML DRL BDL 10 1 0 22 Dec 2023
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU Munib Mesinovic Peter Watkinson Ting Zhu 58 0 0 28 Oct 2023
Variable selection for nonlinear Cox regression model via deep learning Kexuan Li 60 6 0 17 Nov 2022
A Latent Space Model for HLA Compatibility Networks in Kidney Transplantation Zhipeng Huang Kevin S. Xu 49 2 0 04 Nov 2022
A Federated Cox Model with Non-Proportional Hazards Dekai Zhang Francesca Toni Matthew Williams FedML 126 9 0 11 Jul 2022
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data Alicia Curth Changhee Lee M. Schaar CML 79 30 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 98 1 0 21 Oct 2021
Survival-oriented embeddings for improving accessibility to complex data structures T. Weber Michael Ingrisch M. Fabritius Bernd Bischl David Rügamer 36 0 0 21 Oct 2021
SurvTRACE: Transformers for Survival Analysis with Competing Events Zifeng Wang Jimeng Sun 90 71 0 02 Oct 2021
Predicting Kidney Transplant Survival using Multiple Feature Representations for HLAs Mohammadreza Nemati Haonan Zhang Michael Sloma D. Bekbolsynov Hong Wang S. Stepkowski Kevin S. Xu 102 9 0 04 Mar 2021
BDNNSurv: Bayesian deep neural networks for survival analysis using pseudo values Dai Feng Lili Zhao 48 32 0 07 Jan 2021
DeepHazard: neural network for time-varying risks Denise Rava Jelena Bradic 52 7 0 26 Jul 2020
Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities Shuhan Yuan Xintao Wu AAML 64 164 0 25 May 2020
An RNN-Survival Model to Decide Email Send Times Harvineet Singh Moumita Sinha Atanu R. Sinha S. Garg Neha Banerjee AI4TS 85 5 0 21 Apr 2020
Variational Learning of Individual Survival Distributions Zidi Xiu Chenyang Tao Benjamin A. Goldstein Ricardo Henao OOD 76 16 0 09 Mar 2020
Estimation of conditional mixture Weibull distribution with right-censored data using neural network for time-to-event analysis A.-C. Bennis S. Mouysset M. Serrurier CML 13 17 0 21 Feb 2020
Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning Arash Kalatian Bilal Farooq 56 39 0 18 Feb 2020
An evaluation of machine learning techniques to predict the outcome of children treated for Hodgkin-Lymphoma on the AHOD0031 trial: A report from the Children's Oncology Group Cédric Beaulac Jeffrey S. Rosenthal Q. Pei D. Friedman S. Wolden D. Hodgson 36 9 0 15 Jan 2020
The Brier Score under Administrative Censoring: Problems and Solutions Håvard Kvamme Ørnulf Borgan 75 21 0 18 Dec 2019
Continuous and Discrete-Time Survival Prediction with Neural Networks Håvard Kvamme Ørnulf Borgan 83 132 0 15 Oct 2019
Deep Lifetime Clustering S Chandra Mouli Leonardo Teixeira Jennifer Neville Bruno Ribeiro 129 8 0 01 Oct 2019
DNNSurv: Deep Neural Networks for Survival Analysis Using Pseudo Values Lili Zhao Dai Feng AAML 55 54 0 06 Aug 2019
Time-to-Event Prediction with Neural Networks and Cox Regression Håvard Kvamme Ørnulf Borgan Ida Scheel 402 338 0 01 Jul 2019
Simultaneous Prediction Intervals for Patient-Specific Survival Curves Samuel Sokota Ryan DÓrazio Khurram Javed Humza Haider Russell Greiner 29 7 0 25 Jun 2019
Deep Landscape Forecasting for Real-time Bidding Advertising Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Yong Yu OOD 81 38 0 07 May 2019
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models T. Vishnu Diksha Garg Pankaj Malhotra Lovekesh Vig Gautam M. Shroff UQCV 69 16 0 23 Mar 2019
A weighted random survival forest Lev V. Utkin A. Konstantinov V. Chukanov M. V. Kots M. Ryabinin A. Meldo 93 41 0 01 Jan 2019
Effective Ways to Build and Evaluate Individual Survival Distributions Humza Haider B. Hoehn Sarah Davis Russell Greiner 446 112 0 28 Nov 2018
MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks Daniel Jarrett Jinsung Yoon M. Schaar 55 8 0 26 Nov 2018
Feature Selection for Survival Analysis with Competing Risks using Deep Learning Carl Rietschel Jinsung Yoon M. Schaar OOD 59 8 0 22 Nov 2018
Nonparametric Bayesian Lomax delegate racing for survival analysis with competing risks Quan Zhang Mingyuan Zhou 48 17 0 19 Oct 2018
SAFE: A Neural Survival Analysis Model for Fraud Early Detection Panpan Zheng Shuhan Yuan Xintao Wu 78 40 0 12 Sep 2018
Deep Recurrent Survival Analysis Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Lin Qiu Yong Yu 228 136 0 07 Sep 2018
Image-based Survival Analysis for Lung Cancer Patients using CNNs Christoph Haarburger Philippe Weitz Oliver Rippel Dorit Merhof 78 33 0 29 Aug 2018
Siamese Survival Analysis with Competing Risks Anton Nemchenko T. Kyono M. Schaar 41 5 0 16 Jul 2018
Learning to rank for censored survival data Margaux Luck Tristan Sylvain Joseph Paul Cohen H. Cardinal Andrea Lodi Yoshua Bengio CML 65 5 0 06 Jun 2018
A Deep Active Survival Analysis Approach for Precision Treatment Recommendations: Application of Prostate Cancer Milad Zafar Nezhad Najibesadat Sadati Kai Yang D. Zhu 58 65 0 10 Apr 2018
Adversarial Time-to-Event Modeling Paidamoyo Chapfuwa Chenyang Tao Chunyuan Li C. Page B. Goldstein Lawrence Carin Ricardo Henao AAML OOD CML 105 92 0 09 Apr 2018
Disease-Atlas: Navigating Disease Trajectories with Deep Learning Bryan Lim M. Schaar 63 34 0 27 Mar 2018
Deep Neural Networks for Survival Analysis Based on a Multi-Task Framework Stephane Fotso 406 125 0 17 Jan 2018