DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network

2 June 2016

Papers citing "DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network"

50 / 99 papers shown

Title
Learning Survival Distributions with the Asymmetric Laplace Distribution Deming Sheng Ricardo Henao 43 0 0 06 May 2025
RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction Aiman Farooq Azad Singh Deepak Mishra S. Chaudhury 32 0 0 05 May 2025
TV-SurvCaus: Dynamic Representation Balancing for Causal Survival Analysis Ayoub Abraich CML 35 0 0 03 May 2025
Extending Cox Proportional Hazards Model with Symbolic Non-Linear Log-Risk Functions for Survival Analysis Jiaxiang Cheng Guoqiang Hu 31 0 0 06 Apr 2025
Overcoming Dependent Censoring in the Evaluation of Survival Models Christian Marius Lillelund Shi-ang Qi Russell Greiner 62 0 0 26 Feb 2025
Deep Partially Linear Transformation Model for Right-Censored Survival Data Junkai Yin Yue Zhang Zhangsheng Yu 72 0 0 10 Dec 2024
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 26 0 0 27 Oct 2024
FPBoost: Fully Parametric Gradient Boosting for Survival Analysis Alberto Archetti Eugenio Lomurno Diego Piccinotti Matteo Matteucci 42 2 0 20 Sep 2024
SeqRisk: Transformer-augmented latent variable model for improved survival prediction with longitudinal data Mine Ögretir Miika Koskinen Juha Sinisalo Risto Renkonen Harri Lähdesmäki 16 0 0 19 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 34 10 0 06 Sep 2024
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks Xiaotong Sun Peijie Qiu Shengfan Zhang OffRL 31 0 0 19 Jul 2024
A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data Lukas Burk John Zobolas Bernd Bischl Andreas Bender Marvin N. Wright R. Sonabend 47 2 0 06 Jun 2024
Clustering Survival Data using a Mixture of Non-parametric Experts Gabriel C. Buginga Edmundo de Souza e Silva 34 0 0 24 May 2024
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration Shiguang Qi Yakun Yu Russell Greiner 35 4 0 12 May 2024
ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks Wankang Zhai OOD 30 0 0 11 May 2024
Cycling into the workshop: predictive maintenance for Barcelona's bike-sharing system Jordi Grau-Escolano Aleix Bassolas Julian Vicens 29 2 0 26 Apr 2024
Interpretable Prediction and Feature Selection for Survival Analysis Mike Van Ness Madeleine Udell 39 2 0 23 Apr 2024
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure Zhiyue Zhang Yao Zhao Yan Xu 19 0 0 04 Apr 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 27 3 0 01 Mar 2024
Robust Survival Analysis with Adversarial Regularization Michael Potter Stefano Maxenti Michael Everett AAML 24 0 0 26 Dec 2023
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction Mohamed El Amine Elforaici E. Montagnon Francisco Perdigon Romero W. Le F. Azzi Dominique Trudel Bich Nguyen Simon Turcotte An Tang Samuel Kadoury MedIm 33 2 0 17 Nov 2023
GRU-D-Weibull: A Novel Real-Time Individualized Endpoint Prediction Xiaoyang Ruan Liwei Wang C. Thongprayoon W. Cheungpasitporn Hongfang Liu OOD 15 2 0 14 Aug 2023
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator Lev V. Utkin Danila Eremenko A. Konstantinov 30 4 0 07 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 19 10 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 32 0 0 25 Jul 2023
An empirical study of using radiology reports and images to improve ICU mortality prediction Ming-Yen Lin Song Wang Ying Ding Lihui Zhao Fei-Yue Wang Yifan Peng 33 10 0 20 Jun 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence I. Sobirov 21 0 0 31 May 2023
The Deep Promotion Time Cure Model Victor Medina-Olivares Stefan Lessmann Nadja Klein 16 0 0 19 May 2023
Neural Fine-Gray: Monotonic neural networks for competing risks Vincent Jeanselme Changwon Yoon Brian D. M. Tom Jessica Barrett 16 7 0 11 May 2023
Diffsurv: Differentiable sorting for censored time-to-event data A. Vauvelle Benjamin Wild A. Cakiroglu R. Eils Spiros C. Denaxas 6 0 0 26 Apr 2023
Using Geographic Location-based Public Health Features in Survival Analysis Navid Seidi Ardhendu Shekhar Tripathy Sajal Kumar Das 16 4 0 16 Apr 2023
Enhancing Breast Cancer Risk Prediction by Incorporating Prior Images Hyeonsoo Lee Junha Kim Eunkyung Park Minjeong Kim Taesoo Kim Thijs Kooi MedIm 33 14 0 28 Mar 2023
Knowledge Graphs: Opportunities and Challenges Ciyuan Peng Feng Xia Mehdi Naseriparsa Francesco Osborne 22 240 0 24 Mar 2023
CLSA: Contrastive Learning-based Survival Analysis for Popularity Prediction in MEC Networks Zohreh Hajiakhondi-Meybodi Arash Mohammadi J. Abouei Konstantinos N. Plataniotis 27 2 0 21 Mar 2023
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study Yaozhi Lu S. Aslani A. Zhao Ahmed H. Shahin D. Barber M. Emberton Daniel C. Alexander Joseph Jacob 45 6 0 19 Mar 2023
A Statistical Learning Take on the Concordance Index for Survival Analysis Alex Nowak-Vila K. Elgui Geneviève Robin 18 1 0 23 Feb 2023
Individual Fairness under Uncertainty Wenbin Zhang Zichong Wang Juyong Kim Cheng Cheng Thomas Oommen Pradeep Ravikumar Jeremy C. Weiss FaML 40 12 0 16 Feb 2023
Fair Decision-making Under Uncertainty Wenbin Zhang Jeremy C. Weiss 40 37 0 29 Jan 2023
Deep Clustering Survival Machines with Interpretable Expert Distributions Bo-Jian Hou Hongming Li Zhicheng Jiao Zhen Zhou Hao Zheng Yong-Xian Fan 36 3 0 27 Jan 2023
From Risk Prediction to Risk Factors Interpretation. Comparison of Neural Networks and Classical Statistics for Dementia Prediction C. Huber 31 0 0 17 Jan 2023
Case-Base Neural Networks: survival analysis with time-varying, higher-order interactions Jesse Islam M. Turgeon R. Sladek S. Bhatnagar CML 21 0 0 16 Jan 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 33 13 0 09 Jan 2023
Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction Lin Qiu Aminollah Khormali Kai Liu 15 9 0 06 Jan 2023
Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays Jonas Ammeling L. Schmidt J. Ganz T. Niedermair Christoph Brochhausen-Delius C. Schulz Katharina Breininger Marc Aubreville 23 1 0 15 Dec 2022
Distributionally Robust Survival Analysis: A Novel Fairness Loss Without Demographics Shu Hu George H. Chen 22 13 0 18 Nov 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
Extending the Neural Additive Model for Survival Analysis with EHR Data M. Peroni Marharyta Kurban Sun-Young Yang Young Sun Kim H. Kang J. Song 17 6 0 15 Nov 2022
Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer Mingyuan Meng Lei Bi D. Feng Jinman Kim 36 14 0 10 Nov 2022
Reverse Survival Model (RSM): A Pipeline for Explaining Predictions of Deep Survival Models Mohammadreza Rezaei Reza Saadati Fard Ebrahim Pourjafari Navid Ziaei Amir Sameizadeh M. Shafiee M. Alavinia M. Abolghasemian Nick Sajadi 30 1 0 27 Oct 2022