Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1907.00825
Cited By
v1
v2 (latest)
Time-to-Event Prediction with Neural Networks and Cox Regression
1 July 2019
Håvard Kvamme
Ørnulf Borgan
Ida Scheel
Re-assign community
ArXiv (abs)
PDF
HTML
Github (890★)
Papers citing
"Time-to-Event Prediction with Neural Networks and Cox Regression"
50 / 125 papers shown
Title
Survival Analysis as Imprecise Classification with Trainable Kernels
A. Konstantinov
Vlada A. Efremenko
Lev V. Utkin
33
0
0
11 Jun 2025
Stop Chasing the C-index: This Is How We Should Evaluate Our Survival Models
Christian Marius Lillelund
Shi-ang Qi
Russell Greiner
Christian Fischer Pedersen
CML
ELM
20
0
0
02 Jun 2025
Spectral Survival Analysis
Chengzhi Shi
Stratis Ioannidis
21
0
0
28 May 2025
CRISP-NAM: Competing Risks Interpretable Survival Prediction with Neural Additive Models
Dhanesh Ramachandram
Ananya Raval
48
0
0
27 May 2025
Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning
Xavier Martínez-Luaña
M. Fernández-Veiga
R. Redondo
Ana Fernández Vilas
FedML
63
0
0
10 May 2025
Beyond Cox Models: Assessing the Performance of Machine-Learning Methods in Non-Proportional Hazards and Non-Linear Survival Analysis
Ivan Rossi
Flavio Sartori
Cesare Rollo
G. Birolo
P. Fariselli
Tiziana Sanavia
73
0
0
24 Apr 2025
Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports
David Le
Ramon Correa-Medero
Amara Tariq
Bhavik Patel
Motoyo Yano
Imon Banerjee
59
0
0
31 Mar 2025
Survival Analysis with Machine Learning for Predicting Li-ion Battery Remaining Useful Life
Jingyuan Xue
Longfei Wei
Fang Sheng
Yuxin Gao
52
0
0
17 Mar 2025
Self-Consistent Equation-guided Neural Networks for Censored Time-to-Event Data
Sehwan Kim
Rui Wang
Wenbin Lu
74
0
0
13 Mar 2025
Rashomon perspective for measuring uncertainty in the survival predictive maintenance models
Yigitcan Yardimci
Mustafa Cavus
69
2
0
16 Feb 2025
xCG: Explainable Cell Graphs for Survival Prediction in Non-Small Cell Lung Cancer
Marvin Sextro
Gabriel Dernbach
Kai Standvoss
S. Schallenberg
Frederick Klauschen
Klaus-Robert Müller
Maximilian Alber
Lukas Ruff
58
0
0
12 Nov 2024
Toward Conditional Distribution Calibration in Survival Prediction
Shi-ang Qi
Yakun Yu
Russell Greiner
477
0
0
27 Oct 2024
Deep Nonparametric Inference for Conditional Hazard Function
Wen Su
Kin-Yat Liu
Guosheng Yin
Jian Huang
Xingqiu Zhao
CML
108
0
0
23 Oct 2024
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks
Xin Liu
Weijia Zhang
Min-Ling Zhang
188
3
0
19 Oct 2024
Deep End-to-End Survival Analysis with Temporal Consistency
Mariana Vargas Vieyra
Pascal Frossard
49
1
0
09 Oct 2024
FPBoost: Fully Parametric Gradient Boosting for Survival Analysis
Alberto Archetti
Eugenio Lomurno
Diego Piccinotti
Matteo Matteucci
210
2
0
20 Sep 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
141
11
0
06 Sep 2024
Fairness in Survival Analysis with Distributionally Robust Optimization
Shu Hu
George H. Chen
95
7
0
31 Aug 2024
Wave-LSTM: Multi-scale analysis of somatic whole genome copy number profiles
Charles Gadd
Christopher Yau
34
0
0
22 Aug 2024
Optimizing Cox Models with Stochastic Gradient Descent: Theoretical Foundations and Practical Guidances
Lang Zeng
Weijing Tang
Zhao Ren
Ying Ding
62
0
0
05 Aug 2024
Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network
Sukwon Yun
Jie Peng
Alexandro E. Trevino
Chanyoung Park
Tianlong Chen
68
2
0
25 Jul 2024
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks
Xiaotong Sun
Peijie Qiu
Shengfan Zhang
OffRL
100
0
0
19 Jul 2024
Multimodal Prototyping for cancer survival prediction
Andrew H. Song
Richard J. Chen
Guillaume Jaume
Anurag J. Vaidya
Alexander S. Baras
Faisal Mahmood
95
17
0
28 Jun 2024
An evidential time-to-event prediction model based on Gaussian random fuzzy numbers
Ling Huang
Yucheng Xing
Thierry Denoeux
Mengling Feng
27
1
0
19 Jun 2024
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration
Shiguang Qi
Yakun Yu
Russell Greiner
376
5
0
12 May 2024
Region-specific Risk Quantification for Interpretable Prognosis of COVID-19
Zhusi Zhong
Jie Li
Zhuoqi Ma
Scott Collins
Harrison X. Bai
Paul J Zhang
Terrance Healey
Xinbo Gao
Michael Atalay
Zhicheng Jiao
42
0
0
05 May 2024
TorchSurv: A Lightweight Package for Deep Survival Analysis
M. Monod
Peter Krusche
Qian Cao
B. Sahiner
N. Petrick
D. Ohlssen
T. Coroller
TPM
57
1
0
16 Apr 2024
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure
Zhiyue Zhang
Yao Zhao
Yan Xu
37
0
0
04 Apr 2024
Dynamic Survival Analysis for Early Event Prediction
Hugo Yèche
Manuel Burger
Dinara Veshchezerova
Gunnar Rätsch
54
3
0
19 Mar 2024
Survival modeling using deep learning, machine learning and statistical methods: A comparative analysis for predicting mortality after hospital admission
Ziwen Wang
Jin Wee Lee
Tanujit Chakraborty
Yilin Ning
Mingxuan Liu
F. Xie
M. Ong
Nan Liu
96
2
0
04 Mar 2024
Multi-modal Heart Failure Risk Estimation based on Short ECG and Sampled Long-Term HRV
Sergio González
Abel Ko-Chun Yi
Wan-Ting Hsieh
Wei-Chao Chen
Chun-Li Wang
V. C. Wu
Shang-Hung Chang
110
5
0
01 Mar 2024
SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation
Yifan Xiong
Yuting Jiang
Ziyue Yang
L. Qu
Guoshuai Zhao
...
Luke Melton
Joe Chau
Peng Cheng
Yongqiang Xiong
Lidong Zhou
111
9
0
09 Feb 2024
Dynamical Survival Analysis with Controlled Latent States
Linus Bleistein
Van-Tuan Nguyen
Adeline Fermanian
Agathe Guilloux
65
1
0
30 Jan 2024
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees
Weijia Zhang
Chun Kai Ling
Xuanhui Zhang
CML
OOD
72
10
0
24 Dec 2023
SAVAE: Leveraging the variational Bayes autoencoder for survival analysis
Patricia A. Apellániz
J. Parras
Santiago Zazo
CML
DRL
BDL
8
1
0
22 Dec 2023
Composite Survival Analysis: Learning with Auxiliary Aggregated Baselines and Survival Scores
Chris Solomou
AI4TS
8
0
0
10 Dec 2023
ICTSurF: Implicit Continuous-Time Survival Functions with Neural Networks
Chanon Puttanawarut
Panu Looareesuwan
Romen Samuel Wabina
Prut Saowaprut
51
1
0
10 Dec 2023
MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features
Mingxin Liu
Yunzan Liu
Hui Cui
Chunquan Li
Jiquan Ma
64
9
0
20 Nov 2023
Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling
Mert Ketenci
Shreyas Bhave
Noémie Elhadad
A. Perotte
68
0
0
03 Nov 2023
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU
Munib Mesinovic
Peter Watkinson
Ting Zhu
58
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
116
0
0
24 Oct 2023
NSOTree: Neural Survival Oblique Tree
Xiaotong Sun
Peijie Qiu
123
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
103
8
0
24 Aug 2023
Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics
Alberto Archetti
F. Ieva
Matteo Matteucci
FedML
60
13
0
04 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
50
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
43
1
0
16 Jul 2023
Deep Neural Networks for Semiparametric Frailty Models via H-likelihood
Hangbin Lee
I. Ha
Youngjo Lee
46
0
0
13 Jul 2023
tdCoxSNN: Time-Dependent Cox Survival Neural Network for Continuous-time Dynamic Prediction
Lang Zeng
Jipeng Zhang
Wei Chen
Ying Ding
24
2
0
12 Jul 2023
Deep Learning for Survival Analysis: A Review
S. Wiegrebe
Philipp Kopper
R. Sonabend
Bernd Bischl
Andreas Bender
79
78
0
24 May 2023
A General Framework for Visualizing Embedding Spaces of Neural Survival Analysis Models Based on Angular Information
George H. Chen
49
1
0
11 May 2023
1
2
3
Next