About

The HYM Ecosystem

HYM operates through four synergistic platforms, each built to enhance a specific stage of the research and education journey.

Flagship Platform: AIPRA

AIPRA (Artificial Intelligence Powered Research Automation)
AIPRA is an AI-driven, end-to-end research platform that automates and accelerates key stages of scientific research — including idea generation, systematic review, data analysis, and manuscript drafting.
Its performance and output quality were recently evaluated in a published analysis:
🔗 Read the study on medRxiv


📚 HYM Courses

HYM Courses is an interactive learning platform offering comprehensive, high-yield training that guides learners from building a research idea to publishing a final manuscript.
It combines structured educational content with practical exercises to ensure a deep understanding of research methodology and scientific communication.


🌐 HYM Hub

HYM Hub serves as the centralized user management system for all HYM platforms.
Members can create and update profiles, register for courses and events, and receive updates directly from the HYM team — connecting the community across all platforms.


High Yield Medical Reviews (HYMR)

HYMR is a peer-reviewed, open-access medical journal that publishes cutting-edge review articles and original research across healthcare and medical sciences.
Since its launch in 2023, HYMR has released five issues and achieved notable impact, with several articles cited in influential projects worldwide.


Editorial policies

High Yield Medical Reviews aims to supply the medical community with high quality reviews on needed topics, along with research articles related to medical publishing. In addition, we support prospective authors in this journey by by providing assistance throughout the process from protocol submission to final manuscript submission. We aim to ensure that each review published in the journal is performed on an important topic with highly reproducible, leading to high yield reviews for medical readers.

Journal’s editorial board suggest emerging topics that the medical community will benefit if new high quality reviews developed. It will also develop general methodological qualities and guidance that prospective authors can follow to optimize their reviews. Such process ensure that the review done on a needed topic with high methodology standards. I addition, we accept submissions directly to our journals.

All journal's submissions are reviewed by the editor in chief to screen its quality and content. After that, it is handled by the editor in chief or one of the editorial board members to send for external peer reviewers. The final decision to accept or reject submissions is made by the editor in chief.


In submitting an article to a journal published by High Yield Medicine I certify that;

  1. I am authorized by my co-authors to enter into these arrangements.
  2. I warrant, on behalf of myself and my co-authors, that:
  • ​​the article is original, has not been formally published in any other peer-reviewed journal, is not under consideration by any other journal and does not infringe any existing copyright or any other third party rights;
  • I am/we are the sole author(s) of the article and have full authority to enter into this agreement and in granting rights to High Yield Medicine are not in breach of any other obligation;
  • the article contains nothing that is unlawful, libellous, or which would, if published, constitute a breach of contract or of confidence or of commitment given to secrecy;
  • I/we have taken due care to ensure the integrity of the article. To my/our - and currently accepted scientific - knowledge all statements contained in it purporting to be facts are true and any formula or instruction contained in the article will not, if followed accurately, cause any injury, illness or damage to the user.
  1. I, and all co-authors, agree that the article, if editorially accepted for publication, shall be licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0). If the law requires that the article be published in the public domain, I/we will notify High Yield Medicine at the time of submission, and in such cases not only the data but also the article shall be released under the Creative Commons 1.0 Public Domain Dedication waiver. For the avoidance of doubt it is stated that sections 1 and 2 of this license agreement shall apply and prevail regardless of whether the article is published under Creative Commons Attribution 4.0 International (CC BY 4.0).

Attribution means that you must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. No additional restrictions means that you may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.

Published content are licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).


Financial policies

To enable long-term economic and operational sustainability of the teaching mission through its journal and teaching platforms, High Yield Medicine provide the financial support through investments and donations. We will not charge editors or authors for producing the medical knowledge and we will strive to support their roles.


Editorial management

The management of High Yield Medical Reviews is a collaborative process between the Editor-in-Chief, Managing editor, Editorial Board, and editorial staff.

The Editor-in-Chief (EiC) is responsible for all final decision-making related to the journal topics and content, editing, website content, advertising, and relationship building, as well as the future direction of the journal. The EiC position is voluntary and unpaid.

The journal operates under the guidance of an Editorial Board, providing expert advice on content, attracting new authors and encouraging submissions.

The Editorial Board, or (Editorial) Advisory Board, is a team of experts in the journal's field. Editorial Board members: Review submitted manuscripts; Advise on journal policy and scope; Identify topics for special issues, which they may guest edit; Promote the journal to their colleagues and peers; Assist the EiC in decision making over issues such as plagiarism claims and submissions where reviewers can’t agree on a decision.

The duties of the Managing Editor include assisting and reports to the Editor in Chief in supervision of editorial team: assigning articles, overseeing publication schedules.

Editorial Board members are selected by the journal’s editor in chief. Editorial Boar