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Predicting Patient Outcomes

3 papers with code · Medical
Subtask of Patient Outcomes

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Latest papers with code

Attentive State-Space Modeling of Disease Progression

NeurIPS 2019 ahmedmalaa/attentive-state-space-models

Models of disease progression are instrumental for predicting patient outcomes and understanding disease dynamics.

PREDICTING PATIENT OUTCOMES

2
01 Dec 2019

Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward

2 Oct 2019torchgan/torchgan

We present a proxy dataset of vital signs with class labels indicating patient transitions from the ward to intensive care units called Ward2ICU.

PREDICTING PATIENT OUTCOMES

1,013
02 Oct 2019

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

2 Jun 2016jaredleekatzman/DeepSurv

We introduce DeepSurv, a Cox proportional hazards deep neural network and state-of-the-art survival method for modeling interactions between a patient's covariates and treatment effectiveness in order to provide personalized treatment recommendations.

FEATURE ENGINEERING PREDICTING PATIENT OUTCOMES RECOMMENDATION SYSTEMS SURVIVAL ANALYSIS

212
02 Jun 2016