INDoS COST Action WG3 · Automated Preprocessing Pipelines

Federated Journal Club

236 papers. 10 imaging modalities.
A crowdsourced endeavor to map the neuroimaging literature on preprocessing.

open in review partly reviewed complete — hover a tile for the paper, click to find it in the list

What is this?

The Federated Journal Club is an initiative of INDoS (COST Action CA24161, Improving Neuroimaging Data for Sharing) and its Working Group 3 — Automated Preprocessing Pipelines. Summer is when labs quieten, supervisors travel, and trainee projects stall. So we spend it reading: participants collectively read and critically annotate a curated pool of 236 preprocessing papers spanning nine imaging modalities plus a cross-modality methods category. Between us we build a critically-read map of the field that no single lab could assemble alone.

Who runs it. The club is organized by the WG3 co-chairs Oscar Esteban (HES-SO Valais-Wallis) and Guiomar Niso (Cajal Institute, CSIC), with Task Force 3 lead Başak Esin Köktürk Güzel (İzmir Demokrasi University). It is open to everyone — any career stage, any country, INDoS membership not required. We especially encourage trainees, early-career researchers, and participants from Inclusiveness Target Countries.

Where it leads. Every review is scored against a transparent rubric that drives the live leaderboard, and your standing is a major input to invitations to the INDoS Training School, whose first block is built on the annotations gathered here. The annotations themselves become an open meta-review publication, with participating reviewers credited as co-authors. Reading closely for a summer turns into a paper with your name on it.

How it works

  1. Claim

    Pick up to three open papers from the pool below — one GitHub issue does it.

  2. Read & annotate

    Twelve days per paper. Typed inline PDF comments, and no AI. How to read a paper →

  3. Upload & sign off

    Drop the annotated PDF on that paper's upload link — it's in your claim thread, one per paper. When the bot says it landed, reply /confirm: your signature on the review, and on the no-AI rule. The rules →

  4. Climb the board

    We extract your annotations and score them against a transparent rubric; points land on the live leaderboard — a major input to Training School invitations. Timing and eligibility →

Paper pool & leaderboard

Claim papers on GitHub

IDModalityPaper Claims Reviews Status

Generated data refreshes daily. Source of truth is this repo's claims/ + ledger/. Original PDFs are never hosted — obtain them via your institution.