Machine learning for the detection of clinical deterioration on hospital wards

Machine learning for the detection of clinical deterioration on hospital wards

<p>Assessment of physiological instability preceding adverse events on hospital wards has been previously investigated through clinical early warning score (EWS) systems. Such systems often rely on routinely collected vital-sign data, such as the National Early Warning Score system that is cur...

書誌詳細
第一著者:	Shamout, F
その他の著者:	Clifton, DA
フォーマット:	学位論文
言語:	English
出版事項:	2019
主題:	health informatics biomedical engineering machine learning

類似資料

Ten quick tips for machine learning in computational biology
著者:: Davide Chicco
出版事項: (2017-12-01)

Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values
著者:: Lujain Ibrahim, 等
出版事項: (2020-01-01)

Biomedical and Health Informatics /
著者:: Ferrari, Erica, author 648245, 等
出版事項: (2012)

Exploring Transformer-Based Learning for Negation Detection in Biomedical Texts
著者:: Ghadeer Althari, 等
出版事項: (2022-01-01)

Mobile Health : A Technology Road Map /
著者:: Adibi, Sasan. editor
出版事項: (2015)

Using Under-Trained Deep Ensembles to Learn Under Extreme Label Noise: A Case Study for Sleep Apnea Detection
著者:: Konstantinos Nikolaidis, 等
出版事項: (2021-01-01)

Development, evaluation and comparison of machine learning algorithms for predicting in-hospital patient charges for congestive heart failure exacerbations, chronic obstructive pulmonary disease exacerbations and diabetic ketoacidosis
著者:: Monique Arnold, 等
出版事項: (2024-09-01)

Editorial: Smart biomedical signal analysis with machine intelligence
著者:: Tilendra Choudhary, 等
出版事項: (2025-01-01)

Biomedical informatics in Switzerland: need for action
著者:: Christian Lovis, 等
出版事項: (2015-06-01)

Biomedical engineering and information systems : technologies, tools and applications /
著者:: Shukla, Anupam, 1965-, 等
出版事項: (2011)

Health informatics publication trends in Saudi Arabia: a bibliometric analysis over the last twenty-four years
著者:: Samar Binkheder, 等
出版事項: (2021-07-01)

International Recommendations on Education in Biomedical and Health Informatics – An Overview
著者:: John MANTAS
出版事項: (2023-09-01)

Automated machine learning with interpretation: A systematic review of methodologies and applications in healthcare
著者:: Han Yuan, 等
出版事項: (2024-09-01)

Biomedical and health informatics teaching in Portugal: Current status
著者:: Paulo Dias Costa, 等
出版事項: (2023-03-01)

Respiratory quality indices for automated monitoring of respiration from sensor data
著者:: Birrenkott, D
出版事項: (2018)

SBLC: a hybrid model for disease named entity recognition based on semantic bidirectional LSTMs and conditional random fields
著者:: Kai Xu, 等
出版事項: (2018-12-01)

Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans)
著者:: Alfred Ultsch, 等
出版事項: (2022-06-01)

Machine learning for healthcare applications /
著者:: Mohanty, Sachi Nandan, editor. 636909, 等
出版事項: (2021)

Emergent computation : emphasizing bioinformatics /
著者:: 262242 Simon, Matthew
出版事項: (2005)

BIMO: Bootstrap Inter–Intra Modality at Once Unsupervised Learning for Multivariate Time Series
著者:: Seongsil Heo, 等
出版事項: (2024-04-01)

Detection of epileptic seizures in EEG by using machine learning techniques
著者:: Muayed S AL-Huseiny, 等
出版事項: (2023-01-01)

Unsupervised Machine Learning to Identify Depressive Subtypes
著者:: Benson Kung, 等
出版事項: (2022-07-01)

Data fusion models for detection of vital-sign deterioration in acutely ill patients
著者:: Khalid, S
出版事項: (2014)

Machine learning to assess the fetal brain from ultrasound images
著者:: Namburete, A
出版事項: (2015)

How to Make European BMHI Education F.A.I.R.
著者:: Alfred WINTER
出版事項: (2023-09-01)

Comparative assessment of automated algorithms for the separation of one-dimensional Gaussian mixtures
著者:: Jörn Lötsch, 等
出版事項: (2022-01-01)

Hyperchloremia in critically ill patients: association with outcomes and prediction using electronic health record data
著者:: Pete Yeh, 等
出版事項: (2020-12-01)

Machine Learning in Smart Health Research: A Bibliometric Analysis
著者:: Oladosu Oladimeji
出版事項: (2023-01-01)

Using Sensors and Deep Learning to Enable On-Demand Balance Evaluation for Effective Physical Therapy
著者:: Wenchuan Wei, 等
出版事項: (2020-01-01)

Machine Vision based Intelligent Breast Cancer Detection
著者:: Nof Yasir, 等
出版事項: (2022-03-01)

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis
著者:: Kelwin Fernandes, 等
出版事項: (2018-05-01)

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics /
著者:: Nijalingappa, Pradeep, editor 651015, 等
出版事項: (2021)

Biomedical Signal Analysis for Connected Healthcare /
著者:: Krishnan, Sri, author 651681, 等
出版事項: (2021)

Clinical deployment environments: Five pillars of translational machine learning for health
著者:: Steve Harris, 等
出版事項: (2022-08-01)

Machine Learning, Big Data, and IoT for Medical Informatics /
著者:: Kumar, Pardeep, 1976-, editor 631381, 等
出版事項: (2021)

Machine learning descriptors in materials chemistry used in multiple experimentally validated studies: Oliynyk elemental property dataset
著者:: Sangjoon Lee, 等
出版事項: (2024-04-01)

Machine learning data sources in pediatric sleep research: assessing racial/ethnic differences in electronic health record–based clinical notes prior to model training
著者:: Mattina A. Davenport, 等
出版事項: (2024-02-01)

Social Determinants of Health Data Availability for Patients with Eye Conditions
著者:: Terrence C. Lee, BS, 等
出版事項: (2022-06-01)

Web-based graphical user interface for automated materials feature engineering for machine learning
著者:: Yoshiki Hasukawa, 等
出版事項: (2025-12-01)

The Indiana Learning Health System Initiative: Early experience developing a collaborative, regional learning health system
著者:: Titus Schleyer, 等
出版事項: (2021-07-01)