PDF) Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls

Artificial neural network - Wikipedia

A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications, Journal of Big Data

Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls

Healthcare, Free Full-Text

Modelling patient trajectories using multimodal information - ScienceDirect

An interpretable RL framework for pre-deployment modeling in ICU hypotension management

Healthcare, Free Full-Text

Healthcare, Free Full-Text

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

Predicting risk for trauma patients using static and dynamic information from the MIMIC III database

Applied Sciences, Free Full-Text

Full article: Comparison of machine learning algorithms to SAPS II in predicting in-hospital mortality of fractures of the pelvis and acetabulum: analyzes based on MIMIC-III database

MIMIC-III Benchmark (Length-of-Stay prediction)

Critical Correlation of Predictors for an Efficient Risk Prediction Framework of ICU Patient Using Correlation and Transformation of MIMIC-III Dataset

Postures anomaly tracking and prediction learning model over crowd data analytics [PeerJ]