Author instructions

MELBA seeks to review and publish original work on new machine-learning approaches, new applications of machine-learning approaches to medical data, and invited review articles. MELBA encourages submissions of original research articles that have not been published before in a peer reviewed venue (conference or journal) or are substantially expanded versions thereof.

MELBA is an overlay journal which hosts final accepted versions on arXiv. So, prior submissions of articles on arXiv are encouraged. All manuscripts will be submitted through Scholastica. Submissions must be in LaTeX using the provided template.


Authors of recently published papers at MELBA may be eligible to present their work at MIDl 2024. For more details: please consult the announcement: Journal-to-conference track at MIDL 2024

Current special issues

There are currently no special issue open for submission.

Submission checklist

Before submitting a manuscript to MELBA make sure you have the following prepared:

Review procedure

  1. When a paper is submitted to MELBA, it is scanned by the Editor-in-Chief (EIC). If the EIC finds that the paper is very clearly below the standards of the journal, or not in its scope, then the paper can be rejected without written review.
  2. The EIC assigns the paper to an Associate Editor (AE) who has expertise in the area of the paper. If the AE finds that the paper is very likely to be rejected on full review, the AE will write a single short review explaining that position, and the paper will be rejected.
  3. The AE assigns the paper to three reviewers. The reviewers write detailed technical reviews of the paper. The identity of reviewers will be hidden from authors.
  4. If two reviews come in, and the decision is clear to the AE, the paper may be accepted or rejected. Alternately, the AE may decide to wait for the third review or even commission additional reviews, until the decision is clear.
  5. Possible decisions are Accept, Major Revisions, and Reject. Accepted papers may still require minor revisions, but those are usually checked only by the AE. Major revisions require a full rebuttal addressing all the concerns expressed by the AE and reviewers. These changes should also be highlighted in color in the revised manuscript. Permission for resubmission with a major revision should not be interpreted as any sort of guarantee of acceptance upon resubmission. Paper rejection implies resubmission is not possible in its current form.

Post-processing after Acceptance

An accepted MELBA manuscript will be listed on the MELBA website, but the actual PDF of the manuscript will be hosted on arXiv. Final papers must include a footnote referring back to MELBA, must be formatted with the MELBA LaTeX template, and must indicate (automatic via the MELBA LaTeX template) that this is the final accepted version. This reference information will be provided to the authors upon acceptance. Once the manuscript is uploaded to arXiv, the authors will provide the final arXiv manuscript to MELBA and will then become the final accepted paper that will be linked to from the MELBA webpage. The authors may update the arXiv submissions, but must use the updated template option, which modifies the footnote to clarify the distinction.

Preprints

Preprints can be shared at any time. Once peer-reviewed, we encourage to include the full journal citation as per the final manuscript.

Inclusivity and diversity

Authors should use inclusive language throughout their manuscript that acknowledges diversity, and try to avoid any bias against a person and/or groups of people.

Changes to authorship

To avoid later reviewing conflicts, changes of authorship can only be allowed in exceptional circumstances, and require a full justification to the handling editor. It is at their discretion to allow such changes.

Conference Paper Extensions & Special Issues

If the paper being submitted extends a conference paper, you must specify this in the cover letter. MELBA requires that any manuscript that is submitted based on a conference paper to include significant extensions of the work presented in the conference paper. This can include more details about the methods, additional experiments, a more extensive literature review, etc.. Typically, this substantially increases the paper length. In your cover letter, and in the paper itself, please specify what are the extensions in the submitted version of the work beyond the conference paper.

If the reviews and rebuttals from the conference paper are available online (e.g. via openreview.net), in your cover letter, you are welcome to add in any additional information regarding how you have addressed reviewer comments (or why you did not).

Funding sources and acknowledgements of contributions

The authors must acknowledge any funding sources used for the conduct of the research or manuscript, and the funders’ direct involvement in this research where applicable. They also should include acknowledgments of contributions by others who are not co-authors of the manuscript, and data acknowledgements.

Conflict of interest

Authors must disclose any financial, organizational, commercial, or personal conflicts of interest that might bias their work or the review process. Authors must name all editors that have recently collaborated with the authors of the submission. To simplify this process all authors are required to fill out an online conflict of interest declaration upon submission of their manuscript to MELBA.

Human and Animal Rights, Informed Consent, and Ethical Standards

The work presented must follow appropriate ethical standards in conducting research and writing the manuscript, following all applicable laws and regulations regarding the treatment of animals or human subjects. Authors are required to include a statement confirming the approval by the appropriate institutional review boards or a statement of why such approval was not required for the conducted studies. Authors are further required to include a statement that informed consent was obtained for human studies if deemed necessary based on the institutional review, for example, by an institutional review board, and that the conducted studies followed applicable privacy regulations.

Data Sharing Policy

We recognize the importance of data sharing in advancing biomedical imaging and machine learning research. While we strongly encourage authors to share their data, we understand that there may be legitimate reasons for not doing so. Therefore, we adopt a voluntary data sharing policy that aims to promote openness and collaboration, while respecting confidentiality, ethical concerns, and rights of researchers, study participants, and institutions.

Copyright and licensing

Authors retain copyright of their work, with all articles published under the Creative Commons Attribution (CC BY 4.0) license. They must however adhere to the copyright permissions if they wish to re-use figures from work previously published elsewhere.
Authors should make sure they hold the copyright for all the material in your manuscript or have permission to use material (e.g., figures). All manuscripts need to submitted on arXiv under the Creative Commons Attribution license: https://arxiv.org/help/license.

Formatting and Length

Please use the MELBA provided LaTeX template for formatting. This includes following the template for the manuscript itself as well as for the bibliography. Regular research manuscripts are expected to be approximately 20 pages long, though MELBA does not enforce a strict page limit. Please also follow the suggested manuscript structure of the MELBA manuscript template. Deviations from this structure are permissible, but should be based on a compelling reason.

Cover Letter

Any new submission to Melba should be accompanied by a cover letter. Authors can use the following template as a starting point:

[PLEASE FOLLOW INSTRUCTIONS IN SQUARE BRACKETS. BEFORE SUBMISSION, ERASE ALL INSTRUCTIONS.]

[INSERT DATE]

Dear Editor,

We hereby submit our paper entitled:

[INSERT TITLE]

By following authors:

[INSERT AUTHOR NAMES]

We acknowledge that:

  • All authors have approved the submission for publication and consent to its review by MELBA.
  • Authorship implies taking full responsibility for the accuracy and originality of the content of the submission.
  • The work presented followed all appropriate ethical standards in conducting research and writing the manuscript, following all applicable laws and regulations regarding treatment of animals or human subjects.
  • [OPTIONAL, BUT ENCOURAGED] The code, models, and/or data to replicate the results presented in this paper are made publicly available at: [INSERT LINK]

[PLEASE KEEP ONLY ONE OF THE FOLLOWING TWO STATEMENTS]

This is an original submission and there is no other paper (published or under review) with significant overlapping content.

[OR]

This submission is an extension of a previous conference or workshop paper. [PLEASE PROVIDE REFERENCE TO THE PRIOR PAPER AND INSERT A DESCRIPTION OF THE EXTENSION WORK].

[PLEASE DISCLOSE BELOW AND IN THE MANUSCRIPT ANY FINANCIAL, COMMERCIAL, OR PERSONAL CONFLICTS OF INTEREST THAT MIGHT HAVE BIASED YOUR WORK. IF THERE ARE NONE, PLEASE STATE SO.]

[PLEASE DISCLOSE ANY CONFLICTS THAT MIGHT POTENTIALLY BIAS THE PEER REVIEW - E.G., AN AUTHOR HAS A CLOSE RELATIONSHIP WITH AN EDITOR. FEEL FREE TO SUGGEST EDITOR(S) AND/OR POTENTIAL REVIEWER(S) WHO SHOULD NOT BE INVOLVED IN THE EVALUATION. IF THERE ARE NO CONFLICTS/CONCERNS, PLEASE STATE SO]

Sincerely,

[INSERT CORRESPONDING AUTHOR’S NAME AND SIGNATURE]

Submission procedure

All submissions will be handled via Scholastica. To submit an article to the journal, click on the “Submit a manuscript” button above and you will be taken through the very short submission process. The article can be uploaded or, if it has appeared on the arXiv, you will need to provide a link to the arXiv paper. Supporting documents (see above) should be submitted in a “supporting file”.