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...

Bibliográfalaš dieđut
Váldodahkki:	Shamout, F
Eará dahkkit:	Clifton, DA
Materiálatiipa:	Oahppočájánas
Giella:	English
Almmustuhtton:	2019
Fáttát:	health informatics biomedical engineering machine learning

Geahča maid

Ten quick tips for machine learning in computational biology
Dahkki: Davide Chicco
Almmustuhtton: (2017-12-01)

Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values
Dahkki: Lujain Ibrahim, et al.
Almmustuhtton: (2020-01-01)

Biomedical and Health Informatics /
Dahkki: Ferrari, Erica, author 648245, et al.
Almmustuhtton: (2012)

Exploring Transformer-Based Learning for Negation Detection in Biomedical Texts
Dahkki: Ghadeer Althari, et al.
Almmustuhtton: (2022-01-01)

Mobile Health : A Technology Road Map /
Dahkki: Adibi, Sasan. editor
Almmustuhtton: (2015)

Using Under-Trained Deep Ensembles to Learn Under Extreme Label Noise: A Case Study for Sleep Apnea Detection
Dahkki: Konstantinos Nikolaidis, et al.
Almmustuhtton: (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
Dahkki: Monique Arnold, et al.
Almmustuhtton: (2024-09-01)

Editorial: Smart biomedical signal analysis with machine intelligence
Dahkki: Tilendra Choudhary, et al.
Almmustuhtton: (2025-01-01)

Biomedical informatics in Switzerland: need for action
Dahkki: Christian Lovis, et al.
Almmustuhtton: (2015-06-01)

Biomedical engineering and information systems : technologies, tools and applications /
Dahkki: Shukla, Anupam, 1965-, et al.
Almmustuhtton: (2011)

Health informatics publication trends in Saudi Arabia: a bibliometric analysis over the last twenty-four years
Dahkki: Samar Binkheder, et al.
Almmustuhtton: (2021-07-01)

International Recommendations on Education in Biomedical and Health Informatics – An Overview
Dahkki: John MANTAS
Almmustuhtton: (2023-09-01)

Automated machine learning with interpretation: A systematic review of methodologies and applications in healthcare
Dahkki: Han Yuan, et al.
Almmustuhtton: (2024-09-01)

Biomedical and health informatics teaching in Portugal: Current status
Dahkki: Paulo Dias Costa, et al.
Almmustuhtton: (2023-03-01)

Respiratory quality indices for automated monitoring of respiration from sensor data
Dahkki: Birrenkott, D
Almmustuhtton: (2018)

SBLC: a hybrid model for disease named entity recognition based on semantic bidirectional LSTMs and conditional random fields
Dahkki: Kai Xu, et al.
Almmustuhtton: (2018-12-01)

Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans)
Dahkki: Alfred Ultsch, et al.
Almmustuhtton: (2022-06-01)

Machine learning for healthcare applications /
Dahkki: Mohanty, Sachi Nandan, editor. 636909, et al.
Almmustuhtton: (2021)

Emergent computation : emphasizing bioinformatics /
Dahkki: 262242 Simon, Matthew
Almmustuhtton: (2005)

BIMO: Bootstrap Inter–Intra Modality at Once Unsupervised Learning for Multivariate Time Series
Dahkki: Seongsil Heo, et al.
Almmustuhtton: (2024-04-01)

Detection of epileptic seizures in EEG by using machine learning techniques
Dahkki: Muayed S AL-Huseiny, et al.
Almmustuhtton: (2023-01-01)

Unsupervised Machine Learning to Identify Depressive Subtypes
Dahkki: Benson Kung, et al.
Almmustuhtton: (2022-07-01)

Data fusion models for detection of vital-sign deterioration in acutely ill patients
Dahkki: Khalid, S
Almmustuhtton: (2014)

Machine learning to assess the fetal brain from ultrasound images
Dahkki: Namburete, A
Almmustuhtton: (2015)

How to Make European BMHI Education F.A.I.R.
Dahkki: Alfred WINTER
Almmustuhtton: (2023-09-01)

Comparative assessment of automated algorithms for the separation of one-dimensional Gaussian mixtures
Dahkki: Jörn Lötsch, et al.
Almmustuhtton: (2022-01-01)

Hyperchloremia in critically ill patients: association with outcomes and prediction using electronic health record data
Dahkki: Pete Yeh, et al.
Almmustuhtton: (2020-12-01)

Machine Learning in Smart Health Research: A Bibliometric Analysis
Dahkki: Oladosu Oladimeji
Almmustuhtton: (2023-01-01)

Using Sensors and Deep Learning to Enable On-Demand Balance Evaluation for Effective Physical Therapy
Dahkki: Wenchuan Wei, et al.
Almmustuhtton: (2020-01-01)

Machine Vision based Intelligent Breast Cancer Detection
Dahkki: Nof Yasir, et al.
Almmustuhtton: (2022-03-01)

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis
Dahkki: Kelwin Fernandes, et al.
Almmustuhtton: (2018-05-01)

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics /
Dahkki: Nijalingappa, Pradeep, editor 651015, et al.
Almmustuhtton: (2021)

Biomedical Signal Analysis for Connected Healthcare /
Dahkki: Krishnan, Sri, author 651681, et al.
Almmustuhtton: (2021)

Clinical deployment environments: Five pillars of translational machine learning for health
Dahkki: Steve Harris, et al.
Almmustuhtton: (2022-08-01)

Machine Learning, Big Data, and IoT for Medical Informatics /
Dahkki: Kumar, Pardeep, 1976-, editor 631381, et al.
Almmustuhtton: (2021)

Machine learning descriptors in materials chemistry used in multiple experimentally validated studies: Oliynyk elemental property dataset
Dahkki: Sangjoon Lee, et al.
Almmustuhtton: (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
Dahkki: Mattina A. Davenport, et al.
Almmustuhtton: (2024-02-01)

Social Determinants of Health Data Availability for Patients with Eye Conditions
Dahkki: Terrence C. Lee, BS, et al.
Almmustuhtton: (2022-06-01)

Web-based graphical user interface for automated materials feature engineering for machine learning
Dahkki: Yoshiki Hasukawa, et al.
Almmustuhtton: (2025-12-01)

The Indiana Learning Health System Initiative: Early experience developing a collaborative, regional learning health system
Dahkki: Titus Schleyer, et al.
Almmustuhtton: (2021-07-01)