Health informatics via machine learning for the clinical management of patients.

Health informatics via machine learning for the clinical management of patients.

<h4>Objectives:</h4> <p> To review how health informatics systems based on machine learning methods have impacted the clinical management of patients, by affecting clinical practice.</p> <h4>Methods:</h4> <p> We reviewed literature from 2010-2015 from databa...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों:	Clifton, D, Niehaus, K, Charlton, P, Colopy, G
स्वरूप:	Journal article
भाषा:	English
प्रकाशित:	Thieme Publishing 2015

समान संसाधन

Machine Learning and Software Engineering in Health Informatics
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2012)

Machine learning and software engineering in health informatics
द्वारा: Clifton, D, और अन्य
प्रकाशित: (2012)

Patient-specific physiological monitoring and prediction using structured Gaussian processes
द्वारा: Zhu, T, और अन्य
प्रकाशित: (2019)

State-space approximations to Gaussian processes for patient vital-sign monitoring in computationally-constrained clinical environments
द्वारा: Colopy, G, और अन्य
प्रकाशित: (2016)

Machine learning and decision support in critical care
द्वारा: Johnson, A, और अन्य
प्रकाशित: (2016)

Health informatics : Canadian experience /
द्वारा: 387359 Brandejs, Jan Flick
प्रकाशित: (1976)

Cognitive Informatics: Towards Cognitive Machine Learning and Autonomous Knowledge Manipulation
द्वारा: Wang, Y, और अन्य
प्रकाशित: (2018)

Phenotypic modelling of Crohn's disease severity: a machine learning approach
द्वारा: Niehaus, K
प्रकाशित: (2016)

Health informatics : transforming healthcare with technology /
द्वारा: 442911 Conrick, Moya
प्रकाशित: (2006)

Informatics
द्वारा: Bengkel Seni dan Senireka UTM, USM, ITM, KPP/ITM (1988 : Sekudai, Johor)
प्रकाशित: (1988)

Likelihood-based artefact detection in continuously-acquired patient vital signs
द्वारा: Colopy, G, और अन्य
प्रकाशित: (2017)

Machine learning for clinical outcome prediction
द्वारा: Shamout, F, और अन्य
प्रकाशित: (2020)

Bayesian Gaussian processes for identifying the deteriorating patient
द्वारा: Colopy, G, और अन्य
प्रकाशित: (2016)

In this issue: innovation in design and implementation in health informatics
द्वारा: de Lusignan, S
प्रकाशित: (2017)

Bayesian optimisation of Gaussian processes for identifying the deteriorating patient
द्वारा: Colopy, G, और अन्य
प्रकाशित: (2017)

Personalised patient monitoring in haemodialysis using hierarchical Gaussian processes
द्वारा: Zhu, T, और अन्य
प्रकाशित: (2017)

Public health informatics in global health surveillance: A review
द्वारा: Puteri Nureylia Amir, और अन्य
प्रकाशित: (2021)

Creating a health informatics data resource for hearing health research
द्वारा: Mehta, N, और अन्य
प्रकाशित: (2024)

Prognostic significance of troponin in patients with malignancy ( NIHR Health Informatics Collaborative TROP-MALIGNANCY study )
द्वारा: Samuel, NA, और अन्य
प्रकाशित: (2024)

Clinical prediction models in epidemiological studies: lessons from the application of QRISK3 to UK Biobank Data
द्वारा: Parsons, RE, और अन्य
प्रकाशित: (2022)

A special section on big data technology and information management in medical and health informatics
द्वारा: Wang, Defeng, और अन्य
प्रकाशित: (2019)

CancerGrid: Developing Open Standards for Clinical Cancer Informatics
द्वारा: Brenton, J, और अन्य
प्रकाशित: (2005)

Bayesian optimisation of personalised models for patient vital-sign monitoring
द्वारा: Colopy, GW, और अन्य
प्रकाशित: (2017)

Healthcare informatics /
द्वारा: Hanson, C. William (Clarence William), 1955-
प्रकाशित: (2006)

CIT563 – Consumer Health Informatics June 2019
द्वारा: PPSKOM, Pusat Pengajian Sains Komputer
प्रकाशित: (2019)

CIT563 – Consumer Health Informatics June 2018
द्वारा: PPSKOM, Pusat Pengajian Sains Komputer
प्रकाशित: (2018)

7th International symposium on health informatics and bioinformatics
द्वारा: Ahmad, Rashidi
प्रकाशित: (2012)

The efficacy and effectiveness of machine learning for weaning in mechanically ventilated patients at the intensive care unit: a systematic review
द्वारा: Kwong, M, और अन्य
प्रकाशित: (2018)

Evolving Health Informatics: Semantic Frameworks and Metadata−Driven Architectures
द्वारा: Davies, J, और अन्य
प्रकाशित: (2008)

The social informatics of knowledge
द्वारा: Meyer, ET, और अन्य
प्रकाशित: (2019)

In this issue: Realising benefits and that informatics is all about the patient
द्वारा: De Lusignan, S
प्रकाशित: (2016)

National Institute for Health Research Health Informatics Collaborative: development of a pipeline to collate electronic clinical data for viral hepatitis research
द्वारा: Smith, DA, और अन्य
प्रकाशित: (2020)

Bayesian Gaussian processes for identifying the deteriorating patient
द्वारा: Colopy, G
प्रकाशित: (2018)

Invasive versus medical management of elderly patients with non-ST elevation myocardial infarction (NIHR Health Informatics Collaborative Senior-NSTEMI study)
द्वारा: Kaura, A, और अन्य
प्रकाशित: (2019)

A special section on computational systems for medical and health informatics
द्वारा: Li, Xiaoli, और अन्य
प्रकाशित: (2015)

Connecting medical informatics and bio-informatics : proceedings of MIE2005 : the XIXth International Congress of the European Federation for Medical Informatics /
द्वारा: International Congress on Medical Informatics (19th : 2005 : Geneva, Switzerland), और अन्य
प्रकाशित: (2005)

Research in medical informatics
द्वारा: Abdul-Kareem, S., और अन्य
प्रकाशित: (2000)

Informatics for development in Malaysia
द्वारा: Anuar Maarof
प्रकाशित: (2008)

Computing in bioInformatics /
द्वारा: 377983 Shuba, Gopal
प्रकाशित: (2009)

Quantum approach to informatics /
द्वारा: 423046 Stenholm, Stig, और अन्य
प्रकाशित: (2005)