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"

47 / 97 papers shown

Title
Deep conditional transformation models for survival analysis Gabriele Campanella Lucas Kook I. Häggström Torsten Hothorn Thomas J. Fuchs 21 2 0 20 Oct 2022
Universal hidden monotonic trend estimation with contrastive learning Edouard Pineau S. Razakarivony Mauricio Gonzalez A. Schrapffer 23 0 0 18 Oct 2022
EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images Tian-peng Liu R. Su Changming Sun Xiu-Ting Li Leyi Wei 24 20 0 11 Oct 2022
Explainable Censored Learning: Finding Critical Features with Long Term Prognostic Values for Survival Prediction Xinxing Wu Chong Peng R. Charnigo Q. Cheng 25 3 0 30 Sep 2022
Survival Mixture Density Networks Xintian Han Mark Goldstein Rajesh Ranganath 28 5 0 23 Aug 2022
FastCPH: Efficient Survival Analysis for Neural Networks Xuelin Yang L. Abraham Sejin Kim P. Smirnov Feng Ruan B. Haibe-Kains Robert Tibshirani 17 4 0 21 Aug 2022
Stacked Autoencoder Based Multi-Omics Data Integration for Cancer Survival Prediction Xing Wu Qiulian Fang 16 6 0 08 Jul 2022
Hazard Gradient Penalty for Survival Analysis Seungjae Jung KyungHyun Kim 25 0 0 27 May 2022
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis Tim Pearce Jong-Hyeon Jeong Yichen Jia Jun Zhu 21 2 0 26 May 2022
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift Vincent Jeanselme G. Martin Niels Peek M. Sperrin Brian D. M. Tom Jessica Barrett OOD 28 4 0 26 May 2022
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data Chirag Nagpal Willa Potosnak A. Dubrawski CML OOD 33 21 0 15 Apr 2022
Longitudinal Fairness with Censorship Wenbin Zhang Jeremy C. Weiss 17 40 0 30 Mar 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning Weicheng Zhu C. Fernandez‐Granda N. Razavian SSL 16 4 0 23 Mar 2022
Metastatic Cancer Outcome Prediction with Injective Multiple Instance Pooling Jianan Chen Anne L. Martel 22 2 0 09 Mar 2022
Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications Bokun Wang Tianbao Yang 38 31 0 24 Feb 2022
Counterfactual Phenotyping with Censored Time-to-Events Chirag Nagpal Mononito Goswami K. Dufendach A. Dubrawski CML 22 27 0 22 Feb 2022
Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data Shadi Rahimian Raouf Kerkouche I. Kurth Mario Fritz FedML 16 11 0 08 Feb 2022
Brain Cancer Survival Prediction on Treatment-na ive MRI using Deep Anchor Attention Learning with Vision Transformer Xuan Xu Prateek Prasanna ViT MedIm 19 7 0 03 Feb 2022
MPVNN: Mutated Pathway Visible Neural Network Architecture for Interpretable Prediction of Cancer-specific Survival Risk G. Roy N. Geard Karin Verspoor Shan He 26 9 0 02 Feb 2022
BITES: Balanced Individual Treatment Effect for Survival data Stefan Schrod Andreas Schäfer S. Solbrig R. Lohmayer W. Gronwald P. Oefner T. Beissbarth Rainer Spang H. Zacharias Michael Altenbuchinger CML 15 22 0 05 Jan 2022
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network Esther Dietrich Patrick Fuhlert Anne Ernst G. Sauter M. Lennartz H. Stiehl Marina Zimmermann Stefan Bonn 20 4 0 26 Nov 2021
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention Emmanuelle Bourigault Daniel R. McGowan A. Mehranian Bartlomiej W. Papie.z 38 22 0 06 Nov 2021
Towards modelling hazard factors in unstructured data spaces using gradient-based latent interpolation Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer 17 1 0 21 Oct 2021
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT Mingyuan Meng B. Gu Lei Bi Shaoli Song D. Feng Jinman Kim MedIm 16 38 0 16 Sep 2021
A Deep Variational Approach to Clustering Survival Data Laura Manduchi Ricards Marcinkevics M. Massi Thomas Weikert Alexander Sauter ... F. Vasella M. Neidert M. Pfister Bram Stieltjes Julia E. Vogt 19 29 0 10 Jun 2021
T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP Jiaye Teng Zeren Tan Yang Yuan 24 13 0 08 Mar 2021
EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, Featuring Prognostic Stratification Boosting Hassan Muhammad Chen-Wei Xie C. Sigel M. Doukas L. Alpert William R. Jarnagin Amber L. Simpson Thomas J. Fuchs 21 6 0 26 Jan 2021
Dynamic prediction of time to event with survival curves Jie Zhu B. Gallego 25 2 0 26 Jan 2021
X-CAL: Explicit Calibration for Survival Analysis Mark Goldstein Xintian Han A. Puli A. Perotte Rajesh Ranganath 31 37 0 13 Jan 2021
Counterfactual explanation of machine learning survival models M. Kovalev Lev V. Utkin CML OffRL 24 19 0 26 Jun 2020
Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities Shuhan Yuan Xintao Wu AAML 20 156 0 25 May 2020
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance Index Camila Fernandez Chung Shue Chen Pierre Gaillard Alonso Silva 20 1 0 13 Mar 2020
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks Chirag Nagpal Xinyu Li A. Dubrawski OOD 13 119 0 02 Mar 2020
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 9 85 0 04 Jul 2019
Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates George H. Chen 21 15 0 13 May 2019
Explainable AI for Trees: From Local Explanations to Global Understanding Scott M. Lundberg G. Erion Hugh Chen A. DeGrave J. Prutkin B. Nair R. Katz J. Himmelfarb N. Bansal Su-In Lee FAtt 20 286 0 11 May 2019
Deep Landscape Forecasting for Real-time Bidding Advertising Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Yong Yu OOD 22 37 0 07 May 2019
Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models T. Vishnu Diksha Garg Pankaj Malhotra L. Vig Gautam M. Shroff UQCV 27 15 0 23 Mar 2019
Deep Convolutional Neural Networks for Imaging Data Based Survival Analysis of Rectal Cancer Hongming Li P. Boimel James Janopaul-Naylor H. Zhong Ying Xiao E. Ben-Josef Yong-Xian Fan 14 46 0 05 Jan 2019
A weighted random survival forest Lev V. Utkin A. Konstantinov V. Chukanov M. V. Kots M. Ryabinin A. Meldo 9 40 0 01 Jan 2019
Prediction of New Onset Diabetes after Liver Transplant Angeline Yasodhara M. Bhat Anna Goldenberg 20 1 0 03 Dec 2018
Effective Ways to Build and Evaluate Individual Survival Distributions Humza Haider B. Hoehn Sarah Davis Russell Greiner 22 104 0 28 Nov 2018
Deep Recurrent Survival Analysis Kan Ren Jiarui Qin Lei Zheng Zhengyu Yang Weinan Zhang Lin Qiu Yong Yu 17 129 0 07 Sep 2018
Countdown Regression: Sharp and Calibrated Survival Predictions Anand Avati Tony Duan Sharon Zhou Kenneth Jung N. Shah A. Ng 6 54 0 21 Jun 2018
Learning to rank for censored survival data Margaux Luck Tristan Sylvain Joseph Paul Cohen H. Cardinal Andrea Lodi Yoshua Bengio CML 38 5 0 06 Jun 2018
A Scalable Discrete-Time Survival Model for Neural Networks Michael Gensheimer B. Narasimhan 19 189 0 02 May 2018
Disease-Atlas: Navigating Disease Trajectories with Deep Learning Bryan Lim M. Schaar 14 32 0 27 Mar 2018