MLHS supports institutions, researchers, and developers with clinical evaluation, web-based AI/ML deployment, biomedical review services, publishing infrastructure, and Web3/DeSci consulting.
Choose a service from the menu below.
MLHS provides individualized, priority evaluation of digital health solutions, research proposals, and projects by our editorial team.
The outcome of this review is published in our Journal as an Editor Interview (Opinion Piece). Each accepted project is enhanced for clinical usability, safety, privacy, and ethical alignment.
What it provides:
Looking to have your digital health project reviewed and registered for scholarly visibility?
MLHS provides tailored scientific and editorial support for the development and deployment of medical machine learning models in secure web environments.
We help transform medical data — whether numerical, imaging, video, or audio — into research-ready WebAI applications with verifiable transparency and usability.
Where appropriate, we advise on the integration of state-of-the-art LLMs (Gemma, Gemini, DeepSeek, ChatGPT, and more) to enable natural user interaction.
Our support covers the full individualized research pipeline:
Completed projects may be published in our Journal with DOI assignment and peer review, and preserved via blockchain-based repositories for long-term integrity.
Looking to explore WebAI in a medical research context?
MLHS provides tailored editorial and scientific support for AI-assisted search, extraction, and synthesis of biomedical information, leveraging state-of-the-art scientific repositories such as PubMed, Crossref, and others. This support is designed for research groups, medical institutions, and students.
Each engagement is carried out in accordance with PRISMA and PROSPERO standards (with registration where required), under the supervision of experienced medical researchers to ensure methodological rigor.
Looking for AI-assisted support for your biomedical systematic review?
As an official member of Crossref, MLHS provides DOI registration and comprehensive editorial publishing support for medical institutions and professional societies.
Our expertise covers the full publishing process:
Technical components such as design and WebAI/WebML integration are provided only as part of the editorial framework, ensuring scientific independence.
Whether establishing a new medical journal or enhancing an existing one, MLHS helps institutions create impactful, future-ready publishing platforms with visibility through indexing, blockchain-based preservation, and professional outreach.
Looking to establish or upgrade your medical society’s journal?
MLHS explores the application of blockchain and decentralized science (DeSci) in healthcare publishing and research integrity. In addition to our Science 3.0 repository, we provide editorial and scientific consulting for institutions and innovators interested in transparent data management and scholarly preservation.
Our support includes:
Looking to explore blockchain or DeSci for healthcare research and publishing?
MLHS welcomes sponsorship support — from healthcare innovators, institutions, and organizations who wish to contribute to the advancement of digital health research, peer review, and open-access publication.
Ways to support our activities include:
Interested in becoming a sponsor or partner of MLHS and supporting independent science?
