ML in Health Science
45 subscribers
38 photos
4 videos
67 links
Medical Publisher and Journal for Web-Based ML Applications in Healthcare and Research (ISSN 2942-8726)
$MLHS
Download Telegram
The deeper we audit the literature while building ☸️SAIMSARA, the clearer one simple truth becomes: journal prestige is a poor proxy for evidentiary integrity. High-impact platforms provide visibility, speed, and citations, but they do not reliably protect against duplicate publications, abstract inflation, recycled datasets, or the artificial expansion of the evidence base.

That is why the future should not belong to blind trust in journal labels, but to systems that can inspect the actual architecture of evidence: what is truly independent, what is only a preliminary abstract, what is duplicated, and what merely creates the illusion of scientific weight.
#SAIMSARA #MLHS #EvidenceMapping #ScopingReview #MedicalResearch #ScientificIntegrity #ResearchAudit #EvidenceBasedMedicine #AcademicPublishing #MetaResearch #DigitalHealth #MachineGeneratedScience #ReferenceCheck #LiteratureReview #OpenScience