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It applied machine learning to EHR and other data to study the characteristics or triggers that presage the need for patients with a type of non-Hodgkin's lymphoma to transition to a later line of therapy.
The engine explored every possible variation of the patient data to see if any variables had a statistically significant correlation with the transition to a later line of therapy.
This article describes how a pharmaceutical company applied machine learning to EHR and other data to study the characteristics or triggers that presage the need for patients with a type of non-Hodgkin's lymphoma to transition to a later line of therapy.
The first dynasty of counts died out in 1119, but Flanders rose to the height of its power and wealth under a later line of counts whose principal members were Thierry of Alsace (1128 68) and his son Philip (1168 91).
This is exemplified by Cinderella's later line of dialogue to Prince Charming, "My father's house was a nightmare; your house was a dream.
Similar(55)
After weeks of iteratively learning and validating, a model was successfully developed to predict progression from initial diagnosis to later lines of therapy.
This article provides a systematic overview of the available phase III trial data, discusses biomarkers predictive of response to treatment, addresses safety concerns associated with specific agents, and provides practical, evidence-based recommendations for the later lines of treatment for patients with unresectable aCRC.
Similar methods were used to identify later lines of therapy.
Thirty-seven patients received third-line and later lines of therapy.
Selection of the later lines of therapy was at the discretion of the treating physician.
Over 50% of those in the overall cohort were receiving second, or later, lines of treatment.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com