Seeing Like Radiologists: Context- and Gaze-Guided Vision-Language Pretraining for Chest X-rays
Compared to this week’s papers
Evidence fresh
Evidence Receipt
Freshness: 2026-04-02T02:30:40.136932+00:00Claims: 12
References: 124
Proof: unverified
Freshness: fresh
Source paper: Seeing Like Radiologists: Context- and Gaze-Guided Vision-Language Pretraining for Chest X-rays
PDF: https://arxiv.org/pdf/2603.26049v1
Repository: https://github.com/mk-runner/CoGaze
Source count: 5
Coverage: 83%
Last proof check: 2026-03-30T20:30:36.891979Z
Signal Canvas
Canonical paper trust state plus paper-specific synthesis and commercialization judgment.
Paper mode stays anchored to the canonical paper kernel before it broadens into citations and next actions.
Paper mode: Seeing Like Radiologists: Context- and Gaze-Guided Vision-Language Pretraining for Chest X-rays
Paper mode stays anchored to the canonical paper kernel before it broadens into citations and next actions.
Shared `source_context` now powers Build Loop, Talent, workspace saves, and browser deep links.
Paper Conversation
Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.
Seeing Like Radiologists: Context- and Gaze-Guided Vision-Language Pretraining for Chest X-rays
Canonical paper receipt
distribution readiness has not been computed yet
distribution_readiness_scores
Expand full evidence receipt
Freshness: fresh
Proof: unverified
Repo: active
Coverage: 83%
References: 124
Sources: 5
Lineage: not recorded
Last verification: 3/30/2026, 8:30:36 PM
Canonical Paper Receipt
distribution readiness has not been computed yet
distribution_readiness_scores
Expand full evidence receipt
Freshness: fresh
Proof: unverified
Repo: active
Coverage: 83%
References: 124
Sources: 5
Lineage: not recorded
Last verification: 3/30/2026, 8:30:36 PM
Starting…
Dimensions overall score 7.0
GitHub Code Pulse
Key claims
Competitive landscape
Competitor map is still being generated for this paper. Enable generation or check back soon.
Startup potential card
Related Resources
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
Lightweight coding agent in your terminal.
Agentic coding tool for terminal workflows.
AI agent mindset installer and workflow scaffolder.
AI-first code editor built on VS Code.
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $9K - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.