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Among routinely collected data-driven ML models in the ICU (https://t.co/VqcrJ8iqID), about 93% of ML models are NOT externally validated, 5% retrospectively validated, with only 2% prospectively validated (https://t.co/ZfR6LSiNbP).
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Methodological and reporting guidelines are needed, particularly with regard to the choice of method and validation of predictions, to increase confidence in reported findings and aid in translating findings towards routine use in clinical practice. https:
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it seems that a key component for successfully handling #corona is the availability of intensive care units (ICUs) and the #healthcare staff required to operate them https://t.co/9QLvRNAeVj
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@SaudenoBR @MaartenvSmeden @flavioclesio Other reviews have also concluded that ML studies are often poorly done, poorly reported and inconclusive (https://t.co/TdDcGMIzwn, https://t.co/NaI3yKYLZB), as are statistical models (https://t.co/hZTKuT51la, http
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Traditional clinical trials and therapeutics weild out the heavy statistical arm to validate results..however, statistics and outcomes per se might often mask useful really invaluable data - that of a... https://t.co/jUE83CLspv
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Use of machine learning to analyse routinely collected #IntensiveCareUnit data @Crit_Care | #ECM https://t.co/SrexrEypUU
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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@kdpsinghlab @dinga92 @MaartenvSmeden @AndrewLBeam @ivivek87 @ADAlthousePhD @IAmSamFin @signormirko and this more recent paper https://t.co/crwPuUnktx
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RT @machinelearnflx: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/8b8x…
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RT @machinelearnflx: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/8b8x…
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RT @machinelearnflx: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/8b8x…
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Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/8b8xCGyTMd #MachineLearning
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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Use of machine learning to analyse routinely collected #IntensiveCareUnit data @Crit_Care | #ECM https://t.co/SrexrEypUU
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Use of machine learning to analyse routinely collected #IntensiveCareUnit data @Crit_Care | #ECM https://t.co/CLvfYcXVs4
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RT @DrXiaoLiu: More recognition that better reporting for machine learning is needed. This is why guidelines under development for CONSORT-…
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More recognition that better reporting for machine learning is needed. This is why guidelines under development for CONSORT-AI and SPIRIT-AI are so important for the next stage: clinical trials for AI interventions. @CONSORTing @EQUATORNetwork
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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RT @Crit_Care: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https:/…
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Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #FOAMed #FOAMcc https://t.co/qdzEkOPfr2
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @BristolBRC: Interesting paper from one of our PhD students https://t.co/Fhgx17hO5B
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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Awesone
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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Brilliant work from our brilliant PhD colleague Duncan Shillan! 🥳✨
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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@Chart_DataSci
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @BristolBRC: Interesting paper from one of our PhD students https://t.co/Fhgx17hO5B
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Interesting paper from one of our PhD students
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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RT @jonathanasterne: We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes oft…
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We systematically reviewed applications of #machinelearning in critical care https://t.co/MWR2KFjp5G. Sample sizes often too small, external validation rare. Methodological and reporting #guidelines are needed! @bengibbison @Al_prof https://t.co/0YbsiYB6sa
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RT @ventilacionmeca: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #SoMe4MV El futu…
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RT @ventilacionmeca: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #SoMe4MV El futu…
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RT @some4mv: RT @ventilacionmeca: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #SoM…
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RT @ventilacionmeca: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #SoMe4MV El futu…
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RT @ventilacionmeca: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #SoMe4MV El futuro está claro en la predicción, veremos en la intervención, sin duda es necesaria la validación de los modelos de p…
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Use of machine learning to analyse routinely collected intensive care unit data: a systematic review #SoMe4MV El futuro está claro en la predicción, veremos en la intervención, sin duda es necesaria la validación de los modelos de predicción obtenidos. h
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RT @ICU_Management: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/79uGr…
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RT @ICU_Management: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/79uGr…
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RT @ICU_Management: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/79uGr…
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RT @ICU_Management: Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/79uGr…
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Use of machine learning to analyse routinely collected intensive care unit data: a systematic review https://t.co/79uGrQ0KOY