@thekaransinghal This is one of the ways I hope we can utilize AI in medicine. Every doc knows the pain of a chart that takes 100 clicks just to read. 📋
An LLM that reads the whole thing and surfaces the lab trend, or the line buried in a scanned attachment, in seconds delivers real time back. 🔍⏱️
How much of oncology documentation time is actually chart-finding time, not clinical judgment?
#AIinMedicine #HealthTech
Today, we’re bringing ChatGPT closer to the systems, information, and workflows healthcare teams already rely on. ♥️
We’re introducing a new EHR integration to connect supported Epic environments to ChatGPT and a plugin connecting to nine additional industry data sources.
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ChatGPT、ついに病院のカルテとつながる😳
検査結果・薬・過去の診察記録をまとめて、医師の診察準備をお手伝いするように🏥💊
詳細はリプ欄チェック⬇️🩵
We’ve been running EHR-connected AI in outpatient primary care for about a year. A few things that actually matter in practice:
- Completeness: records from a single institution aren’t enough after hospital or specialty care. Missing context is how you get incomplete decisions.
- Citations: providers trust the answer a lot more when they can click back to the source note or lab.
- Prompts: people search “A1C.” The system has to infer the visit context, last values, meds, and what the clinician is actually deciding.
- Chat alone is table stakes. Pairing it with high-value models (HCC / diagnosis identification, care gaps) is what changes the workflow.
- Unstructured inbound records (fax, OCR) are still a large, expensive part of the problem.
If you want to see a version built for outpatient primary care rather than hospital Epic workflows, DM me.
OpenAI is connecting ChatGPT for Healthcare to supported Epic systems, letting authorized clinicians review chart history and changes before visits.
Access stays read-only. It cannot write to records, place orders, message patients, or override chart permissions.
OpenAI is going after OpenEvidence... let the games begin!
Today, we’re bringing ChatGPT closer to the systems, information, and workflows healthcare teams already rely on. ♥️
We’re introducing a new EHR integration to connect supported Epic environments to ChatGPT and a plugin connecting to nine additional industry data sources.
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これは大きなニュース。
ChatGPTが米国で最大シェアの電子カルテEpicとの連携を発表。ChatGPTから電子カルテにアクセスして、外来であれば前回の受診時からのアップデートを要約してくれるなど、業務効率化と診療の質向上に繋がる機能が利用可能になるそうです。
米国の診療の景色がまた１つ変わって行きそうですね。
Made using freely available FHIR APIs from open.epic.com.
ChatGPT’s integration with @HeyEpic is a big deal.
I spent part of my early career in health tech working on deals with EHR companies, including Epic, and saw firsthand how difficult these systems are to change. Like a lot of healthcare infrastructure, they are old, complicated and deeply embedded in how hospitals operate. Changes that would clearly help doctors and patients can take years.
That's why this feels important. @ChatGPT (or another AI platform) will be able to help doctors quickly make sense of years of notes, lab results, medications, etc. That information was technically already there, but it's not easy to find or digest during short visit times we have these days.
If this works, doctors could spend less time digging through charts and more time thinking about the patient in front of them. Over time, that could lead to better visits, fewer things being missed and hopefully better diagnoses.
It is still early, but we have a real opportunity to use AI to improve healthcare and save lives. I hope we do not waste it.
Today, we’re bringing ChatGPT closer to the systems, information, and workflows healthcare teams already rely on. ♥️
We’re introducing a new EHR integration to connect supported Epic environments to ChatGPT and a plugin connecting to nine additional industry data sources.
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🤔Is Epic THE AI-EHR ecosytem, sure looks like it?
In previous posts I have commented on the @HeyEpic biz model and brought up the Blackberry vs iPhone history.
Blackberry built a better and more secure messaging device. Apple's iPhone, at first, was an inferior device vis-a-vis E2E encryption and a strange (no physical keyboard) screen interface that BBs installed-user base said, 🤬 that! Blackberry was the shiny mansion on the hill with a two-acre plot outside of town.
Meanwhile, iPhone was the condo in a sketchy, but gentrifying part of town with a vibe of neighbours (read: developers and API partners). And almost 20 years later, it's clear the Apple play won the day.
Now, as a range of cool AI and Ambient developers have come tp the EHR space to trry and out EHR Epic, Epic itself has deliberately built out its ecosystem with make AND buy/partner integrations.
They have adapted the Apple model for their own evolution and survival, IMO.
#HealthcareAI
من حوالي سنتين، وأنا أشارك ChatGPT نتائج تحاليلي وتحاليل أفراد عائلتي الصحية،
والتي نجريها كل ثلاثة أو أربعة أشهر تقريبًا بسبب تأسيسي لتطبيق متخصص في العناية المنزلية منذ سنوات وقربي من هذا القطاع والحصول على أسعار جدا منافسة
وبصراحة، القراءات والاستنتاجات الي يقدمها الذكاء الاصطناعي أكثر من رائعة؛
فهي أوضح وأكثر تفصيلًا وترابطًا من شروحات كثير من الأطباء.
تبقى المعضلة الأساسية في خصوصية البيانات،
ويمكن معالجتها عبر تقنيات مثل RAG،
أو من خلال مزود محلي موثوق مثل @HUMAIN عند جاهزيته.
تصدقوا و تامنوا بالله
لسه مخلصها من ٥ دقايق مع كلود و بقالي يومين شغال علي البروجكت عشان يطلع علي مزاجي
مهم اوي الحوار ده و ال ai مفيد بشكل غير عادى و ربط ال history بتاع اامريض بالامور الجديدة واحدة من أكبر المشاكل في القطاع الطبى
Today, we’re bringing ChatGPT closer to the systems, information, and workflows healthcare teams already rely on. ♥️
We’re introducing a new EHR integration to connect supported Epic environments to ChatGPT and a plugin connecting to nine additional industry data sources.
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هذا اللي كنا ننتظره 😍🤖🩺💊
يقترب (ChatGPT) أكثر من بيئة العمل الصحي الفعلية، وصار ماهو بس أداة نفتحها ونقفلها بعيد عن الأنظمة اللي نستخدمها يوميًا 😍 تم الإعلان عن تكامل جديد مع أنظمة السجلات الصحية الإلكترونية (EHR)، بحيث يمكن ربط بيئات (Epic) المدعومة مع (ChatGPT)، بالإضافة إلى (Plugin) جديد يربطه بـ9 مصادر إضافية للبيانات في القطاع الصحي. 🔥
يعني الفكرة تتجه من مجرد استخدام الذكاء الاصطناعي بشكل منفصل، إلى دمجه مع الأنظمة والمعلومات (والـworkflows) اللي تعتمد عليها الفرق الصحية أصلًا. 🩺💊 وهنا تبدأ الأشياء الممتعة فعلًا 😍♥️🤖 متحمسة جدًا أشوف إلى وين ممكن يوصل استخدام الـAI في الرعاية الصحية خلال السنوات القادمة!
openai.com/index/chatgpt-con…
Super do not want the hallucination machine providing "efficient" healthcare
Today, we’re bringing ChatGPT closer to the systems, information, and workflows healthcare teams already rely on. ♥️
We’re introducing a new EHR integration to connect supported Epic environments to ChatGPT and a plugin connecting to nine additional industry data sources.
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We submitted an NSF proposal on almost this exact topic, but it was rejected. Seeing the idea now starting to make its way into practice still feels pretty good, at least - a little validation that we were thinking in the right direction.
Today, we’re bringing ChatGPT closer to the systems, information, and workflows healthcare teams already rely on. ♥️
We’re introducing a new EHR integration to connect supported Epic environments to ChatGPT and a plugin connecting to nine additional industry data sources.
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AI discharge summaries here we come! Win!
Today, we’re bringing ChatGPT closer to the systems, information, and workflows healthcare teams already rely on. ♥️
We’re introducing a new EHR integration to connect supported Epic environments to ChatGPT and a plugin connecting to nine additional industry data sources.
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ニュース❗️
ChatGPTが、世界最大の電子カルテEpicと直結すると。検査・薬剤・経過まとめ、さらにPubMedやClinicalTrials.govまで直結！
ついに医療AIの本番開始。AIは日常を超えて、常識になる、、、
医療現場が完全に切り替わる波がきますね
This might replace many startup ideas….