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   Articles with "prediction" as a keyword



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Validation of Prediction Models for Critical Care Outcomes Using Natural Language Processing of Electronic Health Record Data

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recommendations! Published in 2018 at "JAMA Network Open"

DOI: 10.1001/jamanetworkopen.2018.5097

Abstract: Key Points Question Can a prediction model for mortality in the intensive care unit be improved by using more laboratory values, vital signs, and clinical text in electronic health records? Findings In this cohort study… read more here.

Keywords: natural language; electronic health; language processing; care ... See more keywords
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Comparison of Methods to Reduce Bias From Clinical Prediction Models of Postpartum Depression

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recommendations! Published in 2021 at "JAMA Network Open"

DOI: 10.1001/jamanetworkopen.2021.3909

Abstract: Key Points Question How does the performance of different methods to reduce bias for clinical prediction algorithms compare when measured by disparate impact and equal opportunity difference? Findings In a cohort study of 314 903 White… read more here.

Keywords: clinical prediction; reduce bias; methods reduce; prediction models ... See more keywords
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Development and Validation of a Prediction Model for Future Estimated Glomerular Filtration Rate in People With Type 2 Diabetes and Chronic Kidney Disease

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recommendations! Published in 2023 at "JAMA Network Open"

DOI: 10.1001/jamanetworkopen.2023.1870

Abstract: Key Points Question Can routinely available data from primary care visits be used to develop and externally validate a prediction model that reliably predicts estimated glomerular filtration rate (eGFR) for upcoming follow-up visits? Findings In… read more here.

Keywords: glomerular filtration; prediction model; filtration rate; estimated glomerular ... See more keywords
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Prediction Tools for Psychiatric Adverse Effects After Levetiracetam Prescription

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recommendations! Published in 2019 at "JAMA Neurology"

DOI: 10.1001/jamaneurol.2018.4561

Abstract: Importance Levetiracetam is a commonly used antiepileptic drug, yet psychiatric adverse effects are common and may lead to treatment discontinuation. Objective To derive prediction models to estimate the risk of psychiatric adverse effects from levetiracetam… read more here.

Keywords: psychiatric adverse; prescription; adverse effects; effects levetiracetam ... See more keywords
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Establishment of Best Practices for Evidence for Prediction: A Review.

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recommendations! Published in 2019 at "JAMA psychiatry"

DOI: 10.1001/jamapsychiatry.2019.3671

Abstract: Importance Great interest exists in identifying methods to predict neuropsychiatric disease states and treatment outcomes from high-dimensional data, including neuroimaging and genomics data. The goal of this review is to highlight several potential problems that… read more here.

Keywords: evidence prediction; cross validation; evidence; best practices ... See more keywords
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Prediction Tool for Individual Outcome Trajectories Across the Next Year in First-Episode Psychosis in Coordinated Specialty Care.

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recommendations! Published in 2022 at "JAMA psychiatry"

DOI: 10.1001/jamapsychiatry.2022.3571

Abstract: Importance In coordinated specialty care (CSC) settings for people with a first episode of psychosis, the development of reliable, validated individual-level prediction tools for key outcomes may be informative for shared clinician and client decision-making.… read more here.

Keywords: tool; level; prediction; work ... See more keywords
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Deep Learning for Cross-Diagnostic Prediction of Mental Disorder Diagnosis and Prognosis Using Danish Nationwide Register and Genetic Data.

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recommendations! Published in 2022 at "JAMA psychiatry"

DOI: 10.1001/jamapsychiatry.2022.4076

Abstract: Importance Diagnoses and treatment of mental disorders are hampered by the current lack of objective markers needed to provide a more precise diagnosis and treatment strategy. Objective To develop deep learning models to predict mental… read more here.

Keywords: diagnosis; cross diagnostic; prediction; mental disorder ... See more keywords
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CGCM and AGCM Seasonal Climate Predictions – A Study in CCSM4

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recommendations! Published in 2017 at "Journal of Geophysical Research"

DOI: 10.1002/2016jd026391

Abstract: Seasonal climate predictions are formulated from known, present conditions, and simulate the near-term climate for approximately a year in the future. Recent efforts in seasonal climate prediction include coupled general circulation model (CGCM) ensemble predictions,… read more here.

Keywords: climate; seasonal climate; skill predictability; climate predictions ... See more keywords
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Skillful regional prediction of Arctic sea ice on seasonal timescales

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recommendations! Published in 2017 at "Geophysical Research Letters"

DOI: 10.1002/2017gl073155

Abstract: Recent Arctic sea ice seasonal prediction efforts and forecast skill assessments have primarily focused on pan-Arctic sea-ice extent (SIE). In this work, we move towards stakeholder-relevant spatial scales, investigating the regional forecast skill of Arctic… read more here.

Keywords: sea ice; sea; arctic sea; ice seasonal ... See more keywords
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Automatic recognition of complex magnetic regions on the Sun in SDO magnetogram images and prediction of flares: Techniques and results for the revised flare prediction program Flarecast

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recommendations! Published in 2017 at "Social Work"

DOI: 10.1002/2017sw001595

Abstract: In the present paper, solar magnetograms provided by the Helioseismic and Magnetic Imager (HMI) on-board Solar Dynamics Observatory (SDO) spacecraft are used to identify active regions automatically by thresholding the line-of-sight component of the solar… read more here.

Keywords: prediction flares; program flarecast; recognition complex; prediction ... See more keywords
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Real-time prediction of the occurrence of GLE events

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recommendations! Published in 2017 at "Social Work"

DOI: 10.1002/2017sw001605

Abstract: A tool for predicting the occurrence of Ground Level Enhancement (GLE) events using the UMASEP scheme [Nunez, 2011, 2015] is presented. This real-time tool, called HESPERIA UMASEP-500, is based on the detection of the magnetic… read more here.

Keywords: gle; real time; gle events; occurrence ... See more keywords