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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
according to the indication
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to the indication" is correct and usable in written English.
You can use it when you are referring to a source, such as a survey, that provides an indication or direction in a particular matter. For example, "According to the indication from the survey, a majority of people prefer a larger living space."
✓ Grammatically correct
Science
Alternative expressions(20)
based on the advice
in accordance with the guideline
following the protocol
in line with the recommendation
as directed by the manual
according to the suggestion
according to the madman
according to the audience
according to the law
according to the calendar
according to the news
according to the itinerary
according to the government
according to the writer
according to the study
according to the police
according to the cornerstone
according to the aide
according to the newspaper
according to the article
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
16 human-written examples
Hospital survival rate according to the indication (%, 95 % CI) One hundred and thirty-one patients were listed and 86 underwent LTx.
Science
Without interrupting the work flow, aspects of severe patient care are recalled and their definitive inclusion into treatment is left to the discretion of the senior physician responsible of the patient, according to the indication:risk ratio.
Science
All these patients underwent a dedicated MDCT of the chest with 100 mAs, 120 kV, slice thickness of 1 and 3 or 5 mm, and table feed of 12 mm per rotation, with or without intravenous contrast administration, according to the indication of chest CT.
Science
Two groups were defined according to the indication of NIV: NIV for hypoxemic or hypercapnic ARF (ARF-NIV), and NIV used in the post-extubation period for weaning, prevention or treatment of post-extubation ARF (post-extubation NIV .The main evaluation criteria were the incidence of NIV use, success/failure rate of NIV and risk factors for NIV failure in each group.
Science
6a and 6b, Ey and Ez are the electric field components inferred from the runs with no modification in the variables provided by the MSIS, IRI, and IGRF models, while the Ey U/O and Ez U/O are the electric field components inferred from the runs with the variables provided by the models underestimated (U) or overestimated (O) by 10%% according to the indication in the first column.
Science
We classified the patients according to the indication for the examination and not for the outcome.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
44 human-written examples
To compare the clinical outcomes of cryopreservation according to the indications for freezing and the outcomes of the fresh cycle from which the embryos were derived.
Science
According to the indications contained in many guidelines finalized to the preliminary design of composite structures, a simplified design model of BVID has been considered in this work, in particular a hole 1/4 in. in diameter has been used to simulate this damage.
Science
The restriction endonucleases used and T4 DNA ligase were purchased from New England Biolabs (Ipswich, MA, USA) and used according to the indications of the supplier.
Science
According to the indications for MV, some of the subgroups influenced the IAP values, as can be seen in Figures 5 and 6.
Science
Length of incision and need for transfusions (according to the indications defined above) were significantly different between the two groups (Table 2).
Expert writing Tips
Best practice
In technical writing, ensure that the 'indication' is measurable or observable, avoiding ambiguity. For example, "The dosage was adjusted according to the indication on the equipment's display."
Common error
Avoid using "according to the indication" without clearly stating what the indication refers to. Ambiguous statements like "The procedure was followed according to the indication" lack clarity. Be specific about the source or nature of the indication to ensure clear understanding.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to the indication" functions as a prepositional phrase that modifies a verb or clause. It specifies the basis or justification for an action or decision, indicating that it is guided by a particular signal, symptom, or recommendation, which Ludwig AI confirms.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, the phrase "according to the indication" is a grammatically sound and commonly used prepositional phrase, predominantly within scientific and medical contexts. It functions to specify the rationale behind an action, signaling that it is driven by a particular piece of advice, guideline, or set of instruction. As Ludwig AI also confirms, the phrase typically appears in formal settings, requiring clarity in specifying what the 'indication' refers to. When writing, avoid vagueness and ensure that the basis for the indication is clearly stated to prevent ambiguity.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
per the requirements
Highlights compliance with mandatory conditions or specifications.
in accordance with the guideline
Emphasizes adherence to a formal rule or recommendation.
in line with the recommendation
Focuses on aligning actions with expert advice.
following the protocol
Highlights adherence to a specific, often scientific or medical, procedure.
subject to the specification
Implies compliance with details that are defined by parameters.
based on the advice
Focuses on guidance received, suggesting reliance on counsel rather than inherent signals.
dependent on the symptom
Highlights a conditional response driven by presenting signs or indications.
as directed by the manual
Specifies a set of instructions or directions for use.
as the data suggests
Shifts the focus to empirical findings as the basis for action.
guided by the signal
Implies direction from a clear, often external, cue.
FAQs
How can I use "according to the indication" in a sentence?
You can use "according to the indication" when you are referring to a source that provides guidance. For example, "The medication was administered according to the indication on the prescription label."
What are some alternatives to using "according to the indication"?
Alternatives to "according to the indication" include phrases like "based on the advice", "in accordance with the guideline", or "following the protocol", depending on the context.
Is it better to say "according to the indication" or "as indicated by"?
Both "according to the indication" and "as indicated by" are acceptable, but "according to the indication" is more suitable when referring to a specific guideline or instruction, while "as indicated by" is better for empirical observations or data.
What does "according to the indication" mean in a medical context?
In a medical context, "according to the indication" typically means following the recommended treatment or procedure based on the patient's symptoms, diagnosis, or established medical guidelines. The phrase implies that decisions are driven by established and validated criteria.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested