ROADMAP

Roadmap

The project's stages, what they depend on, and how we mark work as done.

00
SEP – OCT 2026In progress

Lay the foundation

Infrastructure, governance, a clinical lead and the public project website.

01
OCT – NOV 2026Planned

Build the data layer

Public dataset adapters, annotation guidelines and an architecture sandbox.

02
DEC 2026 – FEB 2027Planned

Establish the baselines

Reproducible models, ablations, model cards and evaluation tooling.

03
MAR – MAY 2027Planned

Measure and share

Independent testing, a public benchmark and research manuscripts.

04
JUN – AUG 2027Planned

Grow the community

Publications, conference talks, educational tools and an open challenge.

How to read the roadmap

The dates on the timeline are estimates, not promises. A stage counts as done only when there is a verifiable result: code, data or a report. A section appearing on this website does not by itself mean the work is finished.

Conditions matter more than the calendar

Some steps cannot start just because a month has arrived. Before we annotate our own data we need:

  • a legal and ethics review;
  • a license check of the datasets;
  • a clinical lead and an approved annotation guideline.

Other conditions:

  • data with a verified origin and patient-level splits;
  • compute for the declared experiment;
  • independent reproduction of a result before it enters the benchmark;
  • permission to publish every demonstration material;
  • consent from people and organisations before we name them.

Plans can change

This is a volunteer project, and the order of work depends on people and resources. We would rather ship less than present an unfinished safeguard as working. Courses, hosted tools and an open challenge are future directions.

Where to follow progress

Current status lives in the repository’s issues and milestones. Want to move a stage forward? Start with Contribute.