-->PONE-D-25-01126-->-->Verity Plots – A Novel Method of Visualizing Reliability Assessments of Artificial Intelligence Methods in Quantitative Cardiovascular Magnetic Resonance-->-->PLOS ONE

Dear Dr. Hadler

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PLOS ONE

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Reviewer #1: Yes

Reviewer #2: Partly

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-->2. Has the statistical analysis been performed appropriately and rigorously? -->

Reviewer #1: Yes

Reviewer #2: N/A

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Reviewer #1: Yes

Reviewer #2: Yes

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Reviewer #1: Yes

Reviewer #2: Yes

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Reviewer #1: Thank you for submitting your manuscript "Verity Plots – A Novel Method of Visualizing Reliability Assessments of Artificial Intelligence Methods in Quantitative Cardiovascular Magnetic Resonance." I have thoroughly reviewed your work and find it to be an innovative contribution to the field of AI in cardiovascular magnetic resonance imaging. The introduction of Verity Plots as a novel visualization method for assessing AI reliability is both timely and valuable

Reviewer #2: The aim of this paper” Verity Plots – A Novel Method of Visualizing Reliability Assessments of Artificial Intelligence Methods in Quantitative Cardiovascular Magnetic Resonance” is to establish a statistical plot that communicates the reliability of quantitative parameters in CMR by visualizing clear criteria for agreement in addition to descriptive statistical properties. To this end, first, a statistical test is designed to decide evaluation agreement based on bias and variance tolerance ranges. Second, a novel statistical plot is established that combines descriptive statistical properties with agreement criteria, and third, the plot’s utility is demonstrated for AI assessment.

Good work but still need ...

all comments with the editor

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Reviewer #1: Yes:  Luqman Adewale Abass

Reviewer #2: No

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Attachments

Attachment

Submitted filename: Peer Review- AI and Cardiovascular.docx

Verity Plots – A Novel Method of Visualizing Reliability Assessments of Artificial Intelligence Methods in Quantitative Cardiovascular Magnetic Resonance

PONE-D-25-01126R1

Dear Dr. Hadler,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

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Kind regards,

Haipeng Liu

Academic Editor

PLOS ONE

Additional Editor Comments (optional):

Reviewers' comments:

Reviewer's Responses to Questions

-->Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.-->

Reviewer #2: All comments have been addressed

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-->2. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. -->

Reviewer #2: Yes

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-->3. Has the statistical analysis been performed appropriately and rigorously? -->

Reviewer #2: Yes

**********

-->4. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.-->

Reviewer #2: Yes

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-->5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.-->

Reviewer #2: Yes

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-->6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)-->

Reviewer #2: good work keep up

all comments are submitted , no extra comments, excellent efforts , the article worth to be published

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-->7. PLOS authors have the option to publish the peer review history of their article (what does this mean? ). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy .-->

Reviewer #2: No

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