patient data analysis

USAGE SUMMARY

The phrase "patient data analysis" is correct and usable in written English.
It can be used in contexts related to healthcare, research, or data management where the analysis of data pertaining to patients is discussed. Example: "The research team conducted a thorough patient data analysis to identify trends in treatment outcomes."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

23 human-written examples

To systematically investigate our findings of the patient data analysis, we used a contrast-detail phantom.

EJNMMI Research

In vivo patient data analysis was carried out with permission from the Ethical Committee of the University of Erlangen-Nuremberg.

EJNMMI Research

Methods: Individual patient data analysis of observational studies in adult ARDS patients receiving ECMO for refractory hypoxemia.

Intensive Care Medicine Experimental

Currently, visualization support for patient data analysis is mostly limited to the representation of directly measured data.

Artificial Intelligence in Medicine

We will systematically examine these factors within the trials of SMBG to enable further investigation of the data through an individual patient data analysis (IPD).

Primary Care Diabetes

We would like to point out that the patient data analysis was based on a single SPECT/CT model and customized imaging protocol and segmentation by a single physician using data from our institution.

EJNMMI Physics

Human-verified similar examples from authoritative sources

Similar Expressions

37 human-written examples

AT participated in acquisition of patients' data, analysis and interpretation of statistical analysis.

Health and Quality of Life Outcomes

FC participated in acquisition of patients' data, analysis of data and supervision of the manuscript.

Health and Quality of Life Outcomes

MARI participated in acquisition of patients' data, analysis of data and supervision of the manuscript.

Health and Quality of Life Outcomes

UV: Study design, clinical evaluation of patients, data analysis, writing the manuscript.

BMC Gastroenterology

JGH: Participated in research design, information of the patients, data analysis and writing of the paper.

BMC Nephrology

Expert writing Tips

Best practice

When writing about "patient data analysis", be specific about the types of data being analyzed (e.g. demographic, clinical, genomic) and the analytical methods used (e.g. regression, machine learning). This enhances clarity and reproducibility.

Common error

Avoid using "patient data analysis" as a catch-all phrase. Instead, specify the particular aspect or purpose of the analysis to provide more context and meaning.

Linguistic Context

The phrase "patient data analysis" primarily functions as a noun phrase. It identifies the action or process of analyzing data related to patients. Ludwig AI confirms its correct usage in various scientific and medical contexts.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "patient data analysis" is a grammatically sound and frequently employed noun phrase, particularly within scientific and medical domains. As Ludwig AI indicates, its primary function is to denote the examination and interpretation of patient-related data, aimed at generating insights and informing decisions. While alternative phrases such as "analysis of patient information" or "medical data analysis" exist, the core concept remains consistent. When using this phrase, precision in specifying the type of data and analytical methods is crucial to avoid overgeneralization and ensure clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

analysis of patient information

Replaces "data" with "information", focusing on the informational aspect of patient records.

medical data analysis

Adds "medical" to specify the type of data being analyzed.

healthcare data analysis

Uses "healthcare" to broaden the scope to all data related to patient care.

clinical data analysis

Emphasizes the clinical aspect of the data.

patient record analysis

Focuses on the analysis of patient records rather than just data.

analysis of patient datasets

Specifies that the analysis involves datasets.

patient data mining

Uses "data mining" to indicate a more in-depth analytical process.

assessment of patient data

Replaces "analysis" with "assessment", implying an evaluation.

evaluation of patient data

Uses "evaluation" to suggest a judgment or appraisal of the data.

review of patient data

Implies a systematic examination or overview of the data.

FAQs

How is "patient data analysis" used in research?

In research, "patient data analysis" is used to identify trends, assess treatment effectiveness, and improve patient outcomes. It often involves statistical methods and data mining techniques to extract meaningful insights from large datasets.

What are some alternatives to "patient data analysis"?

You can use alternatives like "analysis of patient information", "medical data analysis", or "clinical data analysis", depending on the context.

Why is "patient data analysis" important in healthcare?

"Patient data analysis" is crucial for improving the quality of care, personalizing treatments, and making informed decisions about resource allocation. It helps healthcare professionals understand disease patterns and optimize interventions.

What ethical considerations are involved in "patient data analysis"?

Ethical considerations include ensuring patient privacy, obtaining informed consent, and maintaining data security. It's important to de-identify data whenever possible and adhere to regulations like HIPAA to protect patient rights.