Supervised machine learning for the prediction of infection on admission to hospital: a prospective observational cohort study

Journal of Antimicrobial Chemotherapy ◽

10.1093/jac/dky514 ◽

2018 ◽

Vol 74 (4) ◽

pp. 1108-1115 ◽

Author(s):

T M Rawson ◽

B Hernandez ◽

L S P Moore ◽

O Blandy ◽

P Herrero ◽

...

Keyword(s):

Machine Learning ◽

Cohort Study ◽

Observational Cohort Study ◽

Supervised Machine Learning ◽

Prospective Observational Cohort Study ◽

Observational Cohort

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Supervised machine learning-based prediction for in-hospital pressure injury development using electronic health records: A retrospective observational cohort study in a university hospital in Japan

International Journal of Nursing Studies ◽

10.1016/j.ijnurstu.2021.103932 ◽

2021 ◽

pp. 103932

Author(s):

Gojiro Nakagami ◽

Shinichiroh Yokota ◽

Aya Kitamura ◽

Toshiaki Takahashi ◽

Kojiro Morita ◽

...

Keyword(s):

Machine Learning ◽

Cohort Study ◽

Electronic Health Records ◽

Observational Cohort Study ◽

University Hospital ◽

Supervised Machine Learning ◽

Health Records ◽

Pressure Injury ◽

Observational Cohort ◽

Retrospective Observational Cohort Study

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Addendum to the Acknowledgements: Mood prediction of patients with mood disorder by machine learning using passive digital phenotypes based on circadian rhythm: a prospective observational cohort study (Preprint)

10.2196/preprints.15966 ◽

2019 ◽

Author(s):

Heon-Jeong Lee

Keyword(s):

Machine Learning ◽

Cohort Study ◽

Circadian Rhythm ◽

Mood Disorder ◽

Observational Cohort Study ◽

Prospective Observational Cohort Study ◽

Observational Cohort

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Addendum to the Acknowledgements: Mood prediction of patients with mood disorder by machine learning using passive digital phenotypes based on circadian rhythm: a prospective observational cohort study (Preprint)

Journal of Medical Internet Research ◽

10.2196/15966 ◽

2019 ◽

Author(s):

Heon-Jeong Lee

Keyword(s):

Machine Learning ◽

Cohort Study ◽

Circadian Rhythm ◽

Mood Disorder ◽

Observational Cohort Study ◽

Prospective Observational Cohort Study ◽

Observational Cohort

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Mood Prediction of Patients With Mood Disorders by Machine Learning Using Passive Digital Phenotypes Based on the Circadian Rhythm: Prospective Observational Cohort Study

Journal of Medical Internet Research ◽

10.2196/11029 ◽

2019 ◽

Vol 21 (4) ◽

pp. e11029 ◽

Author(s):

Chul-Hyun Cho ◽

Taek Lee ◽

Min-Gwan Kim ◽

Hoh Peter In ◽

Leen Kim ◽

...

Keyword(s):

Machine Learning ◽

Cohort Study ◽

Circadian Rhythm ◽

Mood Disorders ◽

Observational Cohort Study ◽

Prospective Observational Cohort Study ◽

Observational Cohort

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Pulmonary Arterial Hypertension in Patients With Direct-Acting Antiviral Medications for Hepatitis C Virus Infection - a Prospective Observational Cohort Study

Case Medical Research ◽

10.31525/ct1-nct04094272 ◽

2019 ◽

Author(s):

Keyword(s):

Cohort Study ◽

Hepatitis C ◽

Observational Cohort Study ◽

Prospective Observational Cohort Study ◽

Hepatitis C Virus Infection ◽

Direct Acting Antiviral ◽

Observational Cohort ◽

Pulmonary Arterial ◽

Direct Acting ◽

Antiviral Medications

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Faculty Opinions recommendation of A prospective observational cohort study to identify the causes of anaemia and association with outcome in cardiac surgical patients.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.726826950.793524131 ◽

2016 ◽

Author(s):

Jean-François Hardy

Keyword(s):

Cohort Study ◽

Observational Cohort Study ◽

Surgical Patients ◽

Prospective Observational Cohort Study ◽

Observational Cohort

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Neurological Outcome and Quality of Life Three Months after COVID-19: A Prospective Observational Cohort Study

SSRN Electronic Journal ◽

10.2139/ssrn.3733679 ◽

2020 ◽

Author(s):

Verena Rass ◽

Ronny Beer ◽

Alois Josef Schiefecker ◽

Mario Kofler ◽

Anna Lindner ◽

...

Keyword(s):

Quality Of Life ◽

Cohort Study ◽

Neurological Outcome ◽

Observational Cohort Study ◽

Prospective Observational Cohort Study ◽

Observational Cohort

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Selective Serotonin Reuptake Inhibitors and Serotonin and Noradrenaline Reuptake Inhibitors Improve Cognitive Function in Partial Responders Depressed Patients: Results from a Prospective Observational Cohort Study

CNS & Neurological Disorders - Drug Targets ◽

10.2174/1871527315666161003170312 ◽

2016 ◽

Vol 15 (10) ◽

pp. 1290-1298 ◽

Author(s):

Sabrina Castellano ◽

Andrea Ventimiglia ◽

Salvatore Salomone ◽

Andrea Ventimiglia ◽

Simona Vivo ◽

...

Keyword(s):

Cohort Study ◽

Cognitive Function ◽

Serotonin Reuptake ◽

Selective Serotonin Reuptake Inhibitors ◽

Observational Cohort Study ◽

Serotonin Reuptake Inhibitors ◽

Selective Serotonin ◽

Prospective Observational Cohort Study ◽

Noradrenaline Reuptake ◽

Observational Cohort

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Psychological burden in patients with COVID-19 and their relatives 90 days after hospitalization: A prospective observational cohort study

Journal of Psychosomatic Research ◽

10.1016/j.jpsychores.2021.110526 ◽

2021 ◽

pp. 110526

Author(s):

Alessia Vincent ◽

Katharina Beck ◽

Christoph Becker ◽

Samuel Zumbrunn ◽

Maja Ramin-Wright ◽

...

Keyword(s):

Cohort Study ◽

Observational Cohort Study ◽

Prospective Observational Cohort Study ◽

Psychological Burden ◽

Observational Cohort

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Participation in school sports among children and adolescents with juvenile idiopathic arthritis in the German National Paediatric Rheumatologic Database, 2000–2015: results from a prospective observational cohort study

Pediatric Rheumatology ◽

10.1186/s12969-019-0306-9 ◽

2019 ◽

Vol 17 (1) ◽

Author(s):

Florian Milatz ◽

Jens Klotsche ◽

Martina Niewerth ◽

Nils Geisemeyer ◽

Ralf Trauzeddel ◽

...

Keyword(s):

Cohort Study ◽

Juvenile Idiopathic Arthritis ◽

Children And Adolescents ◽

Observational Cohort Study ◽

Prospective Observational Cohort Study ◽

School Sports ◽

Observational Cohort

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