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Discover LudwigThe phrase "consolidated based on" is grammatically correct and can be used in written English, but it may be better to rephrase it for clarity and conciseness.
Instead, using "consolidated according to" or "consolidated through" may be a better option. For example: Original: The financial statements were consolidated based on the company's revenue. Revised: The financial statements were consolidated according to the company's revenue. Original: The data was consolidated based on the average scores of the participants. Revised: The data was consolidated through the average scores of the participants.
Exact(3)
Although the dimension reduction algorithms are consolidated based on statistics and are supported well by the underlying mathematical theories, it is usually difficult to reason the selected dimensions in a biological sense.
"A number of [events] have been cancelled or consolidated based on lack of support".
In gene set enrichment analysis using enrichment score [ 31], the expression value of the gene could be denoted by the mean of expression values of multiple probe sets that mapping to the same gene if these multiple probe sets are consolidated based on statistical tests.
Similar(57)
Our second patient had co-existing consolidated pneumonia based on the finding of lung consolidation and air bronchograms visualized by ultrasound[6, 13].
In the focus group meeting, members reviewed the questionnaire item by item and evaluated the consolidated translation, based on their training and expertise.
"Employees who have attained agreed performance levels as part of their performance review may receive an end of year non-consolidated payment based on their grade and end of year performance marking.
Herein, we developed a consolidated bioprocessing (CBP) based on a twin-clostridial consortium composed of Clostridium cellulovorans and Clostridium beijerinckii capable of producing cellulosic butanol from alkali-extracted, deshelled corn cobs (AECC).
The Parties directed the treaty secretariat to prepare a consolidated negotiating text, based on the four pending proposals to control HFCs, as submitted by island states, the first to propose the strategy, North American Parties, the European Union, and India.
(28a) The criteria laid down in Article 5(4b) to define the scope of institutions that are less significant should be applied at the highest level of consolidation within participating Member states based on consolidated data.
In the model of Zhao et al. [24], two social factors, interpersonal rating behavior similarity and interpersonal interest similarity, are fused into a consolidated personalized recommendation model based on probabilistic matrix factorization.
Under the new theory, systems are classified into consolidated, neutrally consolidated or unconsolidated type based on their output fuzziness reaction to combined input and parameters fuzziness action.
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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