Mecha Research
Foundation models for radiology.
Technical reports, evaluations, and research notes.
Latest publication
20 min read
Qualitative Case Studies for Assessing Foundation Models
Most metrics used to evaluate machine learning models are quantitative, but qualitative assessment is crucial.
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Archive
20 min read
Maps, Misconceptions, and the Making of Modern Foundation Models
A deep dive into foundation models, their training, and blindsides.
3 min read
Mecha Health Raises $4.1M Seed Round
We're building next-generation foundation models to enable superhuman radiologists.
10 min read
Mecha Net v0.2 — Reaching Human Performance
Performance update for our Chest X-ray report generation model.
15 min read
Why radiologists make mistakes
On the reasons radiologists make mistakes and how to improve report quality.
15 min read
Interpreting a radiological foundation model
Exploring human-interpretable features within a radiological foundation model.
5 min read
Mecha Net v0.1
Our first performance update for Chest X-ray report generation.
15 min read
Evaluating automated radiology reports
On assessing the quality and accuracy of automatically generated radiology reports.