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1801.05512
Cited By
Deep Neural Networks for Survival Analysis Based on a Multi-Task Framework
17 January 2018
Stephane Fotso
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Papers citing
"Deep Neural Networks for Survival Analysis Based on a Multi-Task Framework"
44 / 44 papers shown
Title
Spectral Survival Analysis
Chengzhi Shi
Stratis Ioannidis
34
0
0
28 May 2025
Toward Conditional Distribution Calibration in Survival Prediction
Shi-ang Qi
Yakun Yu
Russell Greiner
479
0
0
27 Oct 2024
SurvCORN: Survival Analysis with Conditional Ordinal Ranking Neural Network
Muhammad Ridzuan
Numan Saeed
F. Maani
Karthik Nandakumar
Mohammad Yaqub
CML
385
0
0
30 Sep 2024
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration
Shiguang Qi
Yakun Yu
Russell Greiner
380
5
0
12 May 2024
Advancing Head and Neck Cancer Survival Prediction via Multi-Label Learning and Deep Model Interpretation
Meixu Chen
Kai Wang
Jing Wang
82
0
0
09 May 2024
HuLP: Human-in-the-Loop for Prognosis
Muhammad Ridzuan
Mai Kassem
Numan Saeed
I. Sobirov
Mohammad Yaqub
311
1
0
19 Mar 2024
SurvRNC: Learning Ordered Representations for Survival Prediction using Rank-N-Contrast
Numan Saeed
Muhammad Ridzuan
F. Maani
Hussain Alasmawi
Karthik Nandakumar
Mohammad Yaqub
SSL
92
1
0
15 Mar 2024
Advancing Gene Selection in Oncology: A Fusion of Deep Learning and Sparsity for Precision Gene Selection
Akhila Krishna
R. Gupta
Pranav Jeevan
Amit Sethi
18
1
0
04 Mar 2024
Personalised Drug Identifier for Cancer Treatment with Transformers using Auxiliary Information
A. Jayagopal
Hansheng Xue
Ziyang He
R. J. Walsh
K. K. Hariprasannan
D. S. P. Tan
T. Z. Tan
J. J. Pitt
A. D. Jeyasekharan
Vaibhav Rajan
38
1
0
16 Feb 2024
A personalized Uncertainty Quantification framework for patient survival models: estimating individual uncertainty of patients with metastatic brain tumors in the absence of ground truth
Yuqi Wang
Aarzu Gupta
David Carpenter
Trey C Mullikin
Zachary J. Reitman
...
J. Salama
P. Sperduto
Jian-Guo Liu
Mustafa R. Bashir
Kyle J. Lafata
61
0
0
28 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
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
65
13
0
04 Aug 2023
Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data
Maryamalsadat Mahootiha
H. Qadir
Jacob Bergsland
I. Balasingham
60
9
0
07 Jul 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence
I. Sobirov
60
0
0
31 May 2023
Deep Learning for Survival Analysis: A Review
S. Wiegrebe
Philipp Kopper
R. Sonabend
Bernd Bischl
Andreas Bender
90
78
0
24 May 2023
Towards Tumour Graph Learning for Survival Prediction in Head & Neck Cancer Patients
Ángel Víctor Juanco-Müller
João F. C. Mota
K. Goatman
C. Hoogendoorn
56
1
0
17 Apr 2023
Federated Survival Forests
Alberto Archetti
Matteo Matteucci
FedML
88
8
0
06 Feb 2023
Deep conditional transformation models for survival analysis
Gabriele Campanella
Lucas Kook
I. Häggström
Torsten Hothorn
Thomas J. Fuchs
45
2
0
20 Oct 2022
Survival Mixture Density Networks
Xintian Han
Mark Goldstein
Rajesh Ranganath
82
6
0
23 Aug 2022
Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee
George H. Chen
471
3
0
21 Jun 2022
Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI
J. Durso-Finley
Jean-Pierre Falet
Brennan Nichyporuk
Douglas L. Arnold
Tal Arbel
AI4CE
42
9
0
01 Apr 2022
An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data
Numan Saeed
Roba Al Majzoub
I. Sobirov
Mohammad Yaqub
60
25
0
25 Feb 2022
DeepCENT: Prediction of Censored Event Time via Deep Learning
Jong-Hyeon Jeong
Yichen Jia
15
2
0
08 Feb 2022
Inverse-Weighted Survival Games
Xintian Han
Mark Goldstein
A. Puli
Thomas Wies
A. Perotte
Rajesh Ranganath
OffRL
152
12
0
16 Nov 2021
L1-regularized neural ranking for risk stratification and its application to prediction of time to distant metastasis in luminal node negative chemotherapy naïve breast cancer patients
F. Minhas
M. Toss
N. Wahab
E. Rakha
Nasir M. Rajpoot
49
4
0
23 Aug 2021
Lymph Node Graph Neural Networks for Cancer Metastasis Prediction
M. Kazmierski
B. Haibe-Kains
49
6
0
03 Jun 2021
A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data
M. Kazmierski
M. Welch
Sejin Kim
Chris McIntosh
Princess Margaret Head
...
M. Milosevic
Fei-Fei Liu
A. Hope
S. Bratman
B. Haibe-Kains
70
5
0
28 Jan 2021
BDNNSurv: Bayesian deep neural networks for survival analysis using pseudo values
Dai Feng
Lili Zhao
48
32
0
07 Jan 2021
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing Risks
Sejin Kim
M. Kazmierski
B. Haibe-Kains
43
4
0
10 Dec 2020
Optimal Survival Trees
Dimitris Bertsimas
Jack Dunn
Emma Gibson
Agni Orfanoudaki
48
33
0
08 Dec 2020
DeepHazard: neural network for time-varying risks
Denise Rava
Jelena Bradic
47
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
Uncertainty Estimation in Cancer Survival Prediction
H. Loya
P. Poduval
Deepak Anand
Neeraj Kumar
A. Sethi
24
4
0
19 Mar 2020
Variational Learning of Individual Survival Distributions
Zidi Xiu
Chenyang Tao
Benjamin A. Goldstein
Ricardo Henao
OOD
58
16
0
09 Mar 2020
Survival Cluster Analysis
Paidamoyo Chapfuwa
Chunyuan Li
Nikhil Mehta
Lawrence Carin
Ricardo Henao
91
37
0
29 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
24
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
DNNSurv: Deep Neural Networks for Survival Analysis Using Pseudo Values
Lili Zhao
Dai Feng
AAML
34
54
0
06 Aug 2019
Time-to-Event Prediction with Neural Networks and Cox Regression
Håvard Kvamme
Ørnulf Borgan
Ida Scheel
402
337
0
01 Jul 2019
Survival Function Matching for Calibrated Time-to-Event Predictions
Paidamoyo Chapfuwa
Chenyang Tao
Lawrence Carin
Ricardo Henao
OOD
45
4
0
21 May 2019
MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks
Daniel Jarrett
Jinsung Yoon
M. Schaar
38
8
0
26 Nov 2018
Adversarial Time-to-Event Modeling
Paidamoyo Chapfuwa
Chenyang Tao
Chunyuan Li
C. Page
B. Goldstein
Lawrence Carin
Ricardo Henao
AAML
OOD
CML
87
92
0
09 Apr 2018
1