e-ISSN: Pending
Methods Dead-EndMedicine

Automation in the IVF laboratory in 2026: four technology domains, an asymmetric evidence base, and the case for parallel development with clinician-side automation.

Dirican EK · 2026 · Journal of assisted reproduction and genetics

WASTE classifies this as Methods Dead-End · AI classification, approximate

A method or design hit a limitation — check whether the same constraint applies to your setup.

Abstract (excerpt)

Background Operator-dependent laboratory tasks-embryo selection, vitrification and warming, and intracytoplasmic sperm injection (ICSI)-have been the principal targets of IVF laboratory automation, and a fourth strand of work, integrated…

Excerpt shown for reference under fair use — read the full paper at the publisher.

Read full paper at publisher

Hosted by the publisher — may require access.

About to run something similar?

Run an AI Precheck on your own design to catch failure modes like this one before you spend the time. Your first desk check is free.

WASTE indexes this work — it does not host or republish it. Failure-type classification is automated and approximate.

Metadata source: Europe PMC · DOI 10.1007/s10815-026-03946-7