A clinical decision support system for edge/cloud ICU readmission model based on particle swarm optimization, ensemble machine learning, and explainable artificial …
ICU readmission is usually associated with an increased number of hospital death.
Predicting readmission helps to reduce such risks by avoiding early discharge, providing …
Predicting readmission helps to reduce such risks by avoiding early discharge, providing …
Predictive classification of ICU readmission using weight decay random forest
Intensive care unit (ICU) readmissions of critically ill patients result in significant increases in
mortality rates and costs, but most readmissions could be avoided. Therefore, the medical …
mortality rates and costs, but most readmissions could be avoided. Therefore, the medical …
Improving intensive care unit early readmission prediction using optimized and explainable machine learning
JA González-Nóvoa, S Campanioni, L Busto… - International Journal of …, 2023 - mdpi.com
It is of great interest to develop and introduce new techniques to automatically and efficiently
analyze the enormous amount of data generated in today's hospitals, using state-of-the-art …
analyze the enormous amount of data generated in today's hospitals, using state-of-the-art …
Designing a clinical decision support system to predict readmissions for patients admitted with all-cause conditions
HJ Lai, TH Tan, CS Lin, YF Chen, HH Lin - Journal of Ambient Intelligence …, 2020 - Springer
Readmission of patients is generally caused by inappropriate inpatient care, unexpected
disease deterioration, inadequate health care plans for transition to community care, or …
disease deterioration, inadequate health care plans for transition to community care, or …
Predicting readmission to the cardiovascular intensive care unit using recurrent neural networks
S Kessler, D Schroeder, S Korlakov, V Hettlich… - Digital …, 2023 - journals.sagepub.com
If a patient can be discharged from an intensive care unit (ICU) is usually decided by the
treating physicians based on their clinical experience. However, nowadays limited …
treating physicians based on their clinical experience. However, nowadays limited …
A web-based decision support system for predicting readmission of pneumonia patients after discharge
HJ Lai, PC Chan, HH Lin, YF Chen… - … on Systems, Man …, 2018 - ieeexplore.ieee.org
Patient readmission may be attributed to unsuccessful treatments, new diseases, or
worsening comorbidities, which manifest degraded healthcare quality and increased cost of …
worsening comorbidities, which manifest degraded healthcare quality and increased cost of …
Interpretable deep learning for the prediction of ICU admission likelihood and mortality of COVID-19 patients
A Nazir, HK Ampadu - PeerJ Computer Science, 2022 - peerj.com
The global healthcare system is being overburdened by an increasing number of COVID-19
patients. Physicians are having difficulty allocating resources and focusing their attention on …
patients. Physicians are having difficulty allocating resources and focusing their attention on …
Predictive model for icu readmission based on discharge summaries using machine learning and natural language processing
N Orangi-Fard, A Akhbardeh, H Sagreiya - Informatics, 2022 - mdpi.com
Predicting ICU readmission risk will help physicians make decisions regarding discharge.
We used discharge summaries to predict ICU 30-day readmission risk using text mining and …
We used discharge summaries to predict ICU 30-day readmission risk using text mining and …
Integration of IoT and fog computing in healthcare based the smart intensive units
N Al Mudawi - IEEE Access, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) has enormous capability to revolutionize medical care and enhance
global health indicators in the health sector. The Intensive Care Unit (ICU) is an important …
global health indicators in the health sector. The Intensive Care Unit (ICU) is an important …
HFS‐LightGBM: A machine learning model based on hybrid feature selection for classifying ICU patient readmissions
Compared to patients readmitted to general wards, readmitted patients in the intensive care
unit (ICU) are exposed to higher mortality rates and prolonged hospital stays. Moreover, the …
unit (ICU) are exposed to higher mortality rates and prolonged hospital stays. Moreover, the …