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Deep Learning for Patient-Specific Kidney Graft Survival Analysis

Deep Learning for Patient-Specific Kidney Graft Survival Analysis

29 May 2017
Margaux Luck
Tristan Sylvain
H. Cardinal
Andrea Lodi
Yoshua Bengio
    SyDa
ArXiv (abs)PDFHTML

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
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
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
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
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
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis
Patricia A. Apellániz
J. Parras
Santiago Zazo
CMLDRLBDL
10
1
0
22 Dec 2023
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Continuous and Discrete-Time Survival Prediction with Neural Networks
Håvard Kvamme
Ørnulf Borgan
83
132
0
15 Oct 2019
Deep Lifetime Clustering
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Adversarial Time-to-Event Modeling
Paidamoyo Chapfuwa
Chenyang Tao
Chunyuan Li
C. Page
B. Goldstein
Lawrence Carin
Ricardo Henao
AAMLOODCML
105
92
0
09 Apr 2018
Disease-Atlas: Navigating Disease Trajectories with Deep Learning
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
Deep Neural Networks for Survival Analysis Based on a Multi-Task Framework
Stephane Fotso
406
125
0
17 Jan 2018
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