Observed arrival · 2026-11-12
Suraj Vuduta’s EP-to-claim tool bench
A biomedical engineer’s portfolio of browser-based tools for clinical documentation, cardiac ablation coding, and denial triage.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Clinical documentation, coding, and denial teams
- Worth noticing
- The build method says rules without a checkable primary-source citation ship as “needs review.”
Field notes
The author lays out a four-step build method: frame the user's decision, draft with an LLM, verify rules against primary sources, then test edge cases such as negations and missing-sequence notes. The CDI optimizer description names MIMIC-III and eICU and says it applies each site's policy rather than one national rule set. The homepage also gives an operational boundary for unverified rules: “needs review.”
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
$PaidCommerce or pricing visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
◉HumanPersonal, local, civic, or handmade
One card from the complete issue