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Show HN: We built an AI-powered pathology billing system for EHR platforms

https://www.curemd.com/pathology-billing-services
1•Atif-Shahzad•2h ago
Hi HN,

We’re part of the team at CureMD (YC alum in health tech) and wanted to share a product we’ve been building to tackle a very specific but critical challenge: automating pathology medical billing.

Pathology billing is complex—each specimen may generate multiple CPT codes, modifiers, and payer-specific rules. Errors are costly and denials are frequent. To solve this, we built an AI-assisted module integrated into our EHR and RCM platform that:

Maps LIS data to charge entries in real time via HL7

Auto-generates accurate codes based on structured pathology reports

Flags billing conflicts using rule-based and machine learning systems

Reduces claim rejections and boosts clean claim rates

We’d love feedback on:

How others approach healthcare workflow automation

Tools you use to integrate structured medical data

Pain points you’ve faced in similar domains

Code is closed for now due to compliance, but we're considering a public demo or case study if there's interest. Happy to answer any technical or process questions.

— Atif, Health IT at CureMD

GPT-5 Demo Mistake About Bernoulli Effect

https://bren.blog/gpt-5-demo-mistake-about-bernoulli-effect
1•laudney•1m ago•0 comments

Version Museum: visual history of popular websites and software

https://www.versionmuseum.com/
1•Bogdanp•3m ago•0 comments

Show HN: Student attempt at proving P ≠ NP using geometry and lattices

https://zenodo.org/records/16759468
1•LaghZen•3m ago•0 comments

CQGS, Approved by Robot

https://institute.lot-systems.com
1•vadikmarmeladov•5m ago•0 comments

401(k) Plans Will Get More Fun

https://www.bloomberg.com/opinion/newsletters/2025-08-07/401-k-plans-will-get-more-fun
2•ioblomov•5m ago•1 comments

Ditching the dating apps? How to meet people in real life

https://www.rnz.co.nz/life/relationships/ditching-the-dating-apps-how-to-meet-people-in-real-life
3•colinprince•9m ago•0 comments

Practical Techniques for Enhancing Digital Identity Security During Login

https://guptadeepak.com/staying-secure-when-logging-in-a-practical-guide-to-protecting-your-digital-identity/
1•guptadeepak•10m ago•1 comments

Google and Perplexity give free AI search to win India users

https://restofworld.org/2025/google-perplexity-ai-search-india/
1•donohoe•12m ago•0 comments

Artificial intelligence saves doctors time, but makes mistakes – study

https://www.rnz.co.nz/news/national/569348/artificial-intelligence-saves-doctors-time-but-makes-mistakes-study
5•billybuckwheat•17m ago•1 comments

Building Fast UPDATEs for ClickHouse

https://clickhouse.com/blog/updates-in-clickhouse-2-sql-style-updates
1•sdairs•17m ago•0 comments

Sand Batteries Are a Game Changer for Clean Energy

https://oilprice.com/Energy/Energy-General/Sand-Batteries-Are-a-Game-Changer-for-Clean-Energy.html
1•PaulHoule•18m ago•0 comments

And I thought AI had it hard... White Face and Black Face Optical Illusion

https://www.psy.ritsumei.ac.jp/akitaoka/saishin72e.html
2•zahirbmirza•19m ago•1 comments

Google TV's Uncertain Future

https://www.theverge.com/lowpass-newsletter/724970/google-tv-ads-monetization-problem
2•speckx•21m ago•0 comments

Core – A self-governing AI that modifies its own code via a constitution

https://github.com/DariuszNewecki/CORE
1•d_newecki•22m ago•1 comments

OpenAI's new open-source model is basically Phi-5

https://www.seangoedecke.com/gpt-oss-is-phi-5/
2•emschwartz•22m ago•0 comments

Amazon Web Services gives the Trump admin $1B coupon

https://www.politico.com/news/2025/08/07/amazon-trump-admin-1-billion-coupon-00497009
2•c420•23m ago•0 comments

Ask HN: How did you like GPT-4.5?

1•felipemesquita•23m ago•2 comments

Grok 4 beats GPT-5 on ARC-AGI

https://twitter.com/elonmusk/status/1953512163571904671
1•tosh•24m ago•0 comments

Has the Internet Succumbed to the Tragedy of the Commons?

https://howtosavetheworld.ca/2025/08/05/has-the-internet-succumbed-to-the-tragedy-of-the-commons/
1•freediver•24m ago•0 comments

Show HN: A light GPT-5 vs. Claude Code comparison

https://www.charlielabs.ai/research/gpt-5
2•neom•25m ago•0 comments

Using GitHub as Commenting Platform, 2025 Edition

https://kiko.io/post/Using-GitHub-as-Commenting-Platform-2025-Edition/
1•speckx•26m ago•1 comments

Generation X is officially old

https://johnivison.substack.com/p/generation-x-is-officially-old
3•throw0101a•28m ago•1 comments

Heterogeneous CPU Cores, HDMI AndWork Continues for Enhancing FreeBSD on Laptops

https://www.phoronix.com/news/FreeBSD-Laptops-July-2025
1•losgehts•28m ago•0 comments

Historical Myths That Were Eventually Proven True

https://laughingsquid.com/historical-myths-proven-true/
1•Bluestein•30m ago•0 comments

Measuring AI Ability to Complete Long Tasks – METR

https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/
1•diginova•30m ago•0 comments

How Apple could send democracy to the spam folder

https://www.washingtonpost.com/opinions/2025/08/07/apple-ios-update-spam-polling-democracy/
4•CharlesW•33m ago•4 comments

Lawmakers want to end to HR ghosting during the interview process

https://www.cnbc.com/2025/08/07/lawmakers-want-to-end-to-hr-ghosting-during-the-interview-processheres-how.html
2•rntn•34m ago•0 comments

Community Update #35 Baldur's Gate 3 Turns Two

https://baldursgate3.game/news/community-update-35-baldur-s-gate-3-turns-two_143
2•doener•35m ago•0 comments

A real example of how GPT-5 behaves in Amp

https://twitter.com/beyang/status/1953525665946362180
1•tosh•36m ago•0 comments

Microsoft is cautiously onboarding Grok 4 following Hitler concerns

https://www.theverge.com/notepad-microsoft-newsletter/754647/microsoft-grok-4-roll-out-private-preview-notepad
1•ingve•38m ago•0 comments