Glass Health
@GlassHealthHQ
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We empower providers and patients with the best-in-class AI clinical decision support🩺
San Francisco, CA
Joined February 2022
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We're proud to announce the launch of Glass AI 🩺
Glass AI can generate a differential diagnosis or clinical plan based on your problem representation.
Anyone can try Glass AI for free at .
#MedTwitter
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🚨 NEW Version of Glass AI Available 🚨
Glass AI 2.0 combines an LLM with a clinical knowledge database created by our clinician team.
With clinician training, we create better DDx and Clinical Plan outputs than base LLMs.
Try 2.0 now at
#medtwitter
17
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333
We're proud to reveal a new video demo of Glass AI 2.0🚨
#MedTwitter
, we used your >50K Glass AI 1.0 submissions and your feedback to majorly improve Glass AI.
You can anticipate higher accuracy, faster responses, robust and up-to-date clinical plans, and accurate references.
6
51
195
Introducing Glass Notebook 🔖🩺
The first digital notebook designed for doctors
Learn more and join the early release list at
Tap ❤️ and RT for a reminder on launch day 🚀
Follow for new feature updates!
8
36
165
New Feature ✨ Launching now to Glass Notebook 🚀
~Share your favorite pages with friends~
Your share link gives friends a view-only version of your page in their notebook.
Available now at 🔖
#MedTwitter
3
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Glass Health is thrilled to announce our $5M seed round led by
@Initialized
🎉
Our latest funding will further our mission to empower clinicians with generative AI for clinical decision support.
@ycombinator
#medtwitter
7
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The first digital notebook designed for doctors has arrived 🚀🏥
Our mission is to empower doctors to perform at the highest level.
Access Glass Notebook now at 🔖🩺
#MedTwitter
9
22
114
Our Glass AI CDS platform has been upgraded with a new core feature...🥁🎁
Glass Consult is our NEW clinical reference chatbot✨
Consult uses physician-validated context to answer clinical reference questions with in-text references at 🎊🦾
#MedX
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AFib w/ RVR 🫀✨
#MedTwitter
, the
@GlassHealthHQ
team is proud to release our newest rapid response page!
📟 Initial Assessment
💊Acute Management
🩺 Workup
Save page to your Glass Notebook:
1/12 🧵
1
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Approach to MASSIVE Hemoptysis✨
🩸 Definition
🩸 Initial triage
🩸 Narrow DDx
🩸Control bleeding
#MedTwitter
, the
@GlassHealthHQ
team is proud to release our newest page. Let's break down this approach 🧵
Save page to your notebook:
1/11
1
22
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Introducing History & Physical Mode! 📣
#MedTwitter
, we heard your request for better handling of complex cases by Glass AI.
Starting today, you can input a full H&P to draft AI-assisted differential diagnoses and clinical plans 🩺
Try H&P Mode now at
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🦠 Infective Endocarditis (IE)- A Heart-felt Overview 💥
Take your understanding of endocarditis to the next level with a high-yield
@GlassHealthHQ
🧵👇
1/18
1
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Our hearts are A'Flutter♥️ this Valentine's Day as we prepare to launch Glass Consult on 2/19/24
#MedX
#MedTwitter
!
Here's our
@GlassHealthHQ
AI CDS calling physician-validated context by
@AmierHaidar
,
@Dan_Marcusa
, Gurbani Kaur, MD, &
@MaxCollMD
🫀🩺
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How does
@GlassHealthHQ
empower providers with AI clinical decision support?
Lets take a look at a clinical reference question about endocarditis 🦠
#AICDS
#MedX
#MedTwitter
1/4
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Glass Health is thrilled to be 1 of 15 startups in the USA selected for the Google for Startups Accelerator: AI First Program!
#AcceleratedWithGoogle
@googlecloud
@gcloudpartners
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Glass Notebook now supports text coloring and highlighting ✨🎨
We've updated our editor toolbar (on desktop) to move with you while you work.
Get started managing medical knowledge in a new way at 📚
#MedTwitter
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Glass Notebook embraces Schemas, Scripts, and Cases as core units of medical knowledge
Reza Manesh
@DxRxEdu
, hospitalist
@UCLA
, author, and cofounder
@CPSolvers
leverages Case Log to accelerate mastery
Join the release list❤️🔖
#MedTwitter
Introducing Glass Notebook 🔖🩺
The first digital notebook designed for doctors
Learn more and join the early release list at
Tap ❤️ and RT for a reminder on launch day 🚀
Follow for new feature updates!
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🎉 New Updates to Glass AI 🎉
#Medtwitter
, we've added new Glass AI 2.0 clinical plan support for AKI, nausea/vomiting, and other high-yield topics!
We've also added new DDx support for topics like HTN and HA 🩺
Check out these updates at !
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Fight or Flight - An Overview of Adrenal Insufficiency 🥊
Learn some unintuitive pearls about Adrenal Insufficiency with a high-yield
@GlassHealthHQ
🧵 👇
#MedTwitter
#MedX
1/21
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🎊🎇Glass Health 2023 Year in Review🎆🎉
@ycombinator
@Initialized
@element119
@dereckwpaul
#MedTwitter
#MedX
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Happy Friday,
#MedX
#MedTwitter
!
Here’s another sneak peek at our AI CDS that the
@GlassHealthHQ
team is excited to release to you on Monday, February 19th, 2024🚀
Glass Consult uses evidence-based physician-validated context and provides in-text citations 🪄✨
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Read about the inaugural cohort of fifteen pioneering AI startups, including , who have joined the Google for Startups Accelerator: AI First North America.✨
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Glass Health has raised a first round of investment from Breyer Capital and Y Combinator🎉
We build AI-powered software for medical knowledge management and clinical decision-making.
Sign up:
Learn more:
#MedTwitter
@ycombinator
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Glass Notebook is the new best way to capture
#MedTwitter
Tweetorials 📒🩺
Easily attach Tweets to their relevant Schemas, Scripts, and Cases.
See a few previews of how beautiful
#medtwitter
Tweetorials render, thanks to
@CPSolvers
,
@UREssien
,
@pascalisid
, and
@_AraujoLaura
.
0
10
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Launching now to Glass Notebook 📒🎉
~ Glass Notebook Cases are newly redesigned ~
Capture your most meaningful learning from cases reviewed in practice, morning-report, noon-conference, podcasts, and journals.
Available now at 🔖
#MedTwitter
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0
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Approach to Palpitations 💙
#MedTwitter
,
@GlassHealthHQ
is proud to release our newest page for a common outpatient concern. 🧵
✨ History
✨ Physical Exam
✨ Initial Workup
✨ Further Workup
✨ Management
Save page to your notebook:
1/10
3
9
30
Our CEO
@dereckpaul
gave opening remarks at the Symposium on Artificial Intelligence for Learning Health Systems (SAIL). Glass Health is proud to sponsor the SAIL conference and support key conversations about the integration of AI in clinical medicine!
#AICDS
#SAIL
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Launching Now to Glass Notebook ✨🚀
Easily attach a friend's shared page to your own Schemas, Scripts, and Cases 🔖
#MedTwitter
#TipsForNewDocs
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3
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Breaking Down Bradycardia 🕰️
Slow heart rate with potential big impact. Dive into this high-yield 🧵 from
@GlassHealthHQ
#MedTwitter
#MedX
#MedED
#Cardiology
#ACC2024
1/16
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It's July 🌞🩺
#medtwitter
!
Thousands of new physicians are beginning residency training.
Many ask how they can grow and organize their medical knowledge during busy clinical service.
Here's how can support your learning!
#TipsForNewDocs
3
10
28
Approach to Back Pain (Outpatient)
✨ History & Risk Stratification
✨ Physical Exam
✨ Imaging
✨ DDX
✨ Management
#MedTwitter
,
@GlassHealthHQ
is proud to release our newest page! Let's break down this approach 🧵
Save page to your notebook:
1/7
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We are thrilled to announce that
@GlasshealthHQ
is 1 of 6 finalists for the Reuters Digital Health's Start Up Challenge 2024. 🎉🌟
@GlassHealthHQ
will present the deep benefits of empowering providers with the best-in-class AI CDS to health system leaders nationwide
#AICDS
0
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Hi
#MedTwitter
! The
@GlassHealthHQ
team is proud to release a new Rapid Response page: Altered Mental Status (AMS)✨
🧠 What history is essential?
🧠 What work-up is high yield?
Let's break down this approach!
Save page to your notebook:
1/13 🧵
1
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Approach to Dyspepsia
#MedTwitter
,
@GlassHealthHQ
is proud to release our newest page for a common outpatient presentation! 🧵
✨ Definition
✨ Pathophysiology
✨ Work-up
✨ DDx
✨ Management & Clinical Plan
Save page to your notebook:
1/7
1
11
28
Approach to Opioid Analgesia in Oncologic Emergencies 💊
#MedTwitter
, the
@GlassHealthHQ
team is proud to release our newest page!
💊 Initiating & escalating pain control
💊 Opioid pharmacokinetics, conversion, & more
Save page to your notebook:
1/15
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Master diagnostician and cofounder of
@CPSolvers
, Reza Manesh MD, on how Glass Notebook is changing the game for medical knowledge management.
Find out how our platform can help you on your journey at 🩺🏥
@DxRxEdu
#MedTwitter
#Tipsfornewdocs
0
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Glass Health was represented by
@dereckwpaul
at
@TheAACE
2024. As part of a joint keynote with empathy in medicine expert
@HelenRiessMD
, he discussed how AI will transform clinical workflows to restore clinican's abilities to truly connect and empathize with our patients.
#AICDS
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🎊 New Updates to Glass AI 🎊
#MedTwitter
, the
@GlassHealthHQ
team has trained Glass AI to draft clinical plans for new topics!
Check out new handling of...
- hypoxemia
- hemoptysis
- community-acquired PNA
Try entering a one-liner now at !
1
11
25
That's a wrap! The connections and opportunities at
#GoogleCloudNext
were incredible!
Thank you
@GoogleStartups
Accelerator: For helping us leverage our cutting-edge AI techniques to help empower healthcare providers with the best-in-class
#AICDS
#AcceleratedWithGoogle
0
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Glass Notebook is a knowledge management system tailored to the way doctors learn, organize, and curate medical knowledge.
Capture pearls, log cases, develop schemas and scripts, and link interconnected concepts.
Our platform is available now at 🩺🚀🏥
1
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Approach to Tumor Lysis Syndrome (TLS) ✨
#MedTwitter
, the
@GlassHealthHQ
team is proud to release our newest page!
🧬 How do you recognize TLS?
🧬 Who is at high risk for TLS?
🧬 What does ppx and tx look like?
Save page to your notebook:
1/13 🧵
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🚨 We're excited to announce that a Community Library is now live in your Glass Notebook at ! 🎉
You can now view and save any page that others in the Glass Notebook community have shared to the library.
#MedTwitter
1
7
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Massive Transfusion Protocol for Upper GI Bleed✨
#MedTwitter
, the
@GlassHealthHQ
team is proud to release our newest Rapid Response page!
🩸 Protocol activation triggers
🩸 Early & late resuscitation considerations
Save page to your notebook:
1/10🧵
1
6
21
Our most saved page, Hypoxemia Rapid Response, just got a makeover ✨
You can save this approach to your own Glass Notebook here:
0
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How can Glass Consult AI clinical decision support help providers interpret important diagnostic tests 🧪 ?
Let's look at a clinical reference question about laboratory testing for adrenal insufficiency 🤒
#AICDS
#MedX
#MedTwitter
1/4
1
7
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Don't forget to save these powerful and high-yield
@GlassHealthHQ
Schemas by
@MadellenaC
(
@ZuckerSoM
, research
@UCSF_HIVIDGM
, Team Member
@CPSolvers
)!
Mediastinal Widening + Masses:
#MedTwitter
#MedEd
#TipsForNewDocs
1
4
19
By popular demand - the Glass Notebook sidebar is now collapsible!
Click the sidebar icon or use the keyboard shortcut (Ctrl + /) to toggle your sidebar. ⌨️
Keep telling us how we can make Glass Notebook better for you,
#MedTwitter
!
🩺🏥
0
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We can’t wait to show you what Glass Health has been working on at
#AcceleratedWithGoogle
! Tune in June 13th and check out how we are empowering healthcare providers with the best-in-class AI clinical decision support.
@GoogleStartups
0
9
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Approach to Angioedema 👅
#MedTwitter
, check out this newest page from the
@GlassHealthHQ
team!
⭐ Definition
⭐ Initial Assessment
⭐ Treatment/Stabilization
⭐ Diagnosis
⭐ Management
Save to your notebook:
1/13 🧵
2
11
18
Check out Glass Consult in action above, featuring physician-validated context on Acute Appendicitis by Glass Health AI Clinical Fellows & Editors
@Marianne_Ruelle
@DevenPatelMD
and Gurbani Kaur, MD 🩺✨
0
2
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The decision to pursue invasive but life-saving medical interventions, such as pacemaker implantation, can be challenging 💉
Watch Glass Consult provide information on pacemaker indications in bradycardia using physician-validated AI context.
#AICDS
#MedX
#MedTwitter
1/4
1
10
18
The
@GoogleStartups
Accelerator: AI First Demo Day is almost here! Register to hear how Glass Health has been leveraging AI to solve some of healthcare’s most complex challenges on June 13, 2024.
#AcceleratedWithGoogle
Join us on June 13 for the Google for Startups Accelerator: AI First Demo Day!
You'll hear from 15 startups leveraging AI across healthcare, cybersecurity, fintech, and more. Register to get a deeper look into these startups →
#AcceleratedWithGoogle
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0
10
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Hi Glass Notebook users - check out this fantastic primer on likelihood ratios by
@SatyaPatelMD
in the platform.
Save to your notebook:
#medtwitter
#tipsfornewdocs
1
3
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✨New from 🩺
Page linking now works in Shared & Saved pages!
To link a Glass Notebook page, simply type “.” into the editor.
This will open up a search for your existing pages. You can also create and link an entirely new page on the spot!
#medtwitter
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In case you missed them, here are a few high-yield pages created by the community ✨🩺
First up, an approach to the hypotension RRT.
Save link:
@badarpat
@prihatha
@KannuBansalMD
@MaxCollMD
1
5
16
Clinicians have trained Glass AI 2.0 for this first release on a select group of high-yield medical topics.
Training is ongoing and you can view the full list of medical topics included in this release at .
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Glass Notebook helps clinicians build and maintain sophisticated webs of medical knowledge.
Preview Linking of interrelated Schemas, Scripts, and Cases below.
Sign up for our release at .
The First Digital Notebook Designed for Doctors 🔖🚀
#MedTwitter
1
4
15
"Glass Health is another company that is reimagining medical knowledge management for healthcare professionals akin to what Notion has done for technology workers." -
@morgancheatham
@BessemerVP
#MedTwitter
1
3
14
A most loved feature of Glass Notebook is now even better ✨
Check out the new and improved Pearls feature at 🦪
Effortlessly capture gems of knowledge during the clinical day and sort them into your personal medical knowledge system later ⏳
#MedTwitter
0
2
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Pearl quick drop is a much-loved feature of the platform!
When you encounter a pearl on rounds, just add it to the dashboard.
Later, send that pearl to right page so you can use that knowledge the next time you need it🩺
#MedTwitter
#TipsForNewDocs
0
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✨
#Medtwitter
, check out this new behind-the-scenes look at the origins and design of Glass Notebook!✨
2
2
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Glass Notebook users can now add pages to multiple collections (including saved pages!) 🥳🎉
Also, check out the newly redesigned Saved & Shared pages tab inside your account!
#MedTwitter
#TipsforNewDocs
0
6
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Glass Health is proud to sponsor this latest episode of
@COREIMpodcast
!
The incredible Hoofbeats series challenges you to solve real-world cases alongside expert clinicians.
You'll also hear a bit from our cofounder
@dereckwpaul
about why we created !
1/ 🚨 A 80F admitted with melena and AKI and also an unresolved PNA:
#Hoofbeats
Episode 🚨
Listen along and be humbled by the diagnosis 🤯
🎧:
🗒️:
Sponsor:
@GlassHealthHQ
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0
2
13
@emefahloccoh
@JakeKirkpatric1
@CatherineWangMD
@MaxCollMD
@BraydonDymm
@pri_athavale
@nsrosenberg
@AlexLupiMed
and many others...
Full Glass AI 2.0 credits available at
@dereckwpaul
@element119
#medtwitter
0
3
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“A quick tour of my new favorite notebook and how I use it, I hope you all try it out.”
~ Michael Jones, MD, IM Resident
@EmoryMedicine
Glass Notebook - the first digital notebook designed for doctors
Available now at
@Jonesy_MA
#MedTwitter
0
4
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Today's release of Glass AI 2.0 is the collective effort of the incredible Glass AI Clinical Contributor team.
Here are a few of our team members who are on
#medtwitter
:
@Gurleen_Kaur96
@ASanchez_PS
@MadellenaC
@_Nick_Arp
@EvonneMcArthur
@AlexSpacht
@catweneboah
1
3
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✨New Feature Release✨
You can now access this AMS Rapid Response page and all other featured Glass Health pages on the Glass Notebook dashboard!
Current Featured Pages include approaches to Hypotension, Hypoxemia, and ADHF 🩺🏥
Hi
#MedTwitter
! The
@GlassHealthHQ
team is proud to release a new Rapid Response page: Altered Mental Status (AMS)✨
🧠 What history is essential?
🧠 What work-up is high yield?
Let's break down this approach!
Save page to your notebook:
1/13 🧵
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2
2
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Glass Health is proud to sponsor this latest episode of
@CPSolvers
.
RLR provides the highest level of reasoning education from master clinicians
@DxRxEdu
and
@rabihmgeha
.
Take notes in the platform to consolidate and enhance your learning🩺
#MedTwitter
#MedTwitter
, we're excited to share a new
#RLR
episode, available to all on RLRCPSolvers! Tune in to hear
@DxRxEdu
&
@rabihmgeha
reflect and recap the journey of the most recent RLR - "My left leg is so swollen"!
Listen to the recap here:
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"Glass Notebook has been a total gamechanger."
Pooja Chandrashekar, MD-MBA student
@HarvardMed
@HarvardHBS
and Founder
@ProjectCSGIRLS
Learn more about the first digital notebook designed for doctors at 🩺✨
@poojac99
#MedTwitter
#tipsfornewdocs
0
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Please remember, Glass AI is a reference tool and assistant, like a smart textbook. It does not replace clinician judgment and should always be supervised.
Notably, Glass AI was not created for the general public and does not generate general advice medical advice.
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Add your email to this list to be alerted when Glass AI 2.0 is publicly released:
And, sign up for Glass Pro today at for early access to Glass AI 2.0 in March.
1
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We’re proud to count prominent healthcare founders as mentors and investors in this seed round, including Tom Lee, founder of One Medical, Epocrates, and Galileo Health; Connor Landgraf, founder of Eko Health; and Heather Hasson & Trina Spear, the co-founders of FIGS.
#medtwitter
0
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Glass AI is in development to assist clinicians with differential diagnosis, evidence-based Tx, and documentation.
We make advances with your feedback and thank the community who has used Glass AI 1.0 over the past few weeks.
1
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Glass Pro accounts have unlimited access to Glass AI.
Pro also grants you full access to new Glass features like our Medical Knowledge Visualizations.
Get started with Glass Pro below!
1
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Altered Mental Status Rapid Response 🧠
The newest addition to Glass Health Featured Pages.
Save to your notebook🔗:
Clinical content by
@MadellenaC
and
@ASanchez_PS
.
Art and infographics by
@Marcelaaos
.
0
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Glass Health's mission to empower clinicians with AI-assisted diagnosis and clinical decision-making is featured in this recent piece by the World Economic Forum 🩺
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🏁 That completes our overview of this approach to Massive Hemoptysis page🩸
Primary Authors✍️🏽
@MadellenaC
@KannuBansalMD
Reviewers 📑
@Gurleen_Kaur96
@ASanchez_PS
References at the end of the
@GlassHealthHQ
page:
11/11
0
0
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1K followers 🎉 🎊
Thanks,
#MedTwitter
🥳 We'll keep working hard for you 🩺
- The
@GlassHealthHQ
Team
0
1
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Setting out on a journey to clinical excellence?
Maximize learning from every didactic and case with Glass Notebook, the only digital notebook tailored to the needs of clinicians.
Available now at 🔖
#TipsforNewDocs
#MedTwitter
@MadellenaC
1
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In summary☀️
👉 Risk factors include IV drug use, structural heart disease & immunocompromised states
👉 Modified Duke Criteria is used for diagnosis
👉 A multidisciplinary team improves long-term outcomes
👉 Certain scenarios require surgical intervention
17/18
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This update includes major upgrades to the Glass user interface and its ability to assist with differential diagnosis and clinical plan drafting. Clinical training of Glass AI is ongoing by the
@GlassHealthHQ
team of academic clinical contributors.
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🏁 That completes our overview of this approach to AFib w/ RVR 🫀
Primary Author✍️🏽
@KannuBansalMD
Reviewer 📑
@Gurleen_Kaur96
References at the end of the
@GlassHealthHQ
page:
12/12 🧵
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How Khang Tran, MD makes the most of Glass Notebook ✨
~The first digital notebook designed for doctors ~
Available now at
0
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🩺 Review Tele & ECG:
How to identify Afib
📋Usually narrow QRS complex (<0.12s)
📋Irregularly irregular rhythm with no clear P waves
✨Can present as wide complex if aberrancy present
✨Afib + complete heart block = regular rhythm
4/12 🧵
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In addition to using Glass to generate a first draft of a clinical plan, you can use Glass to assist you in generating a differential diagnosis.
1
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💉 Amiodarone
🚨Avoid in ⬆️ QTc and pre-excitation. May cause chemical cardioversion (avoid in pt not on AC)
💉 Digoxin- preferred in AF + heart failure
🚨Avoid in ⬆️Cr, Ca and ⬇️ K, Mg.
🚨Avoid in pre-excitation
✨Afib + pre-excitation =💉procainimide, ibutilide
10/12 🧵
1
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Contributors
Context:
@nsrosenberg
@AlexLupiMed
,
@ROKeefeMD
,
@AlexSpacht
Tweetorial:
@kajal_madan5
,
@HundalJasmin
,
@EndoDialogues
,
@clarencetsaiMD
Glass Health Adrenal Insufficiency Context Article with References:
2/21
1
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At this point in development, we expect Glass AI outputs to require feedback and improvements.
We appreciate the thousands of Glass Health users who provided the critical feedback that allowed us to make this advance.
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We're also sharpening Glass AI's ability to develop a DDx for high-yield medicine topics, including hypoxemia, constipation, TIA, and UTI.
Try entering a one-liner at . Glass AI will suggest 5 potential diagnoses to consider.
0
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Don’t forget to save this fantastic PSC Script by
@zachary_c_owens
, PGY-2
@emorydeptofmed
!
Save link:
#MedTwitter
#TipsForNewDocs
0
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7
I hope you've found this thread helpful.
Follow
@GlassHealthHQ
for more.
Like/Repost the quote below if you can:
18/18
🦠 Infective Endocarditis (IE)- A Heart-felt Overview 💥
Take your understanding of endocarditis to the next level with a high-yield
@GlassHealthHQ
🧵👇
1/18
1
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50
0
0
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Hi
#MedTwitter
-
@GlassHealthHQ
is very proud to sponsor this latest episode of the
@COREIMpodcast
🩺🏥
Kidney Transplant Preparation: 5 Pearls Segment
Thanks to the team
@COREIMpodcast
for allowing us to support your important work.
1/ 🚨 New Episode! 🚨
Kidney Transplant Preparation: 5 Pearls Segment
How and when do you talk to patients about it?
How long do patients have to wait?
How can we help them increase
#access
🎧:
🗒️:
Sponsor:
@GlassHealthHQ
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Contributors:
@JKirkpatrickDO
,
@maxwhittMD
,
@clarencetsaiMD
Glass Health Endocarditis Context Article with References:
2/18
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Hi Glass Notebook community ✨
Your notebook now shows your name and training in the navbar.
Just another way to say we see you and support you in your journey 🩺
#MedTwitter
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Definition of MASSIVE hemoptysis?
Varies by source, anything that needs emergent therapy
🔴 100mL/hr
🔴 150mL in 24-hr period (patient estimation of 1/2 cup of blood)
Often hard to quantify hemoptysis
Instead, see below 👇 for how to determine need for emergent therapy
2/11
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Please remember, Glass AI is in *development* to *assist* clinicians with differential diagnosis, evidence-based Tx, and documentation.
Glass AI is designed as a reference tool, like a textbook. It should never replace clinician judgment.
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Just enter a strong clinical problem representation and Glass AI will take a first draft of your DDx or Clinical Plan. The better your clinical problem representation, the better the Glass AI output.
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