What You Should Know:
Caption Health AI is awarded FDA 510(k) clearance forits innovative point-of-care ejection fraction evaluation.
Latest AI ultrasound tool makes it even easier toautomatically assess ejection fraction, a key indicator of cardiac function, atthe bedsideincluding on the front lines of the COVID-19 pandemic.
Caption Health, a Brisbane,CA-based leader in medical AI technology, today announced it has received FDA510(k) clearance for an updated version of Caption Interpretation, whichenables clinicians to obtain quick, easy and accurate measurements of cardiacejection fraction (EF) at the point of care.
Impact of Left Ventricular Ejection Fraction
Left ventricular ejection fraction is one of the most widelyused cardiac measurements and is a key measurement in the assessment of cardiacfunction across a spectrum of cardiovascular conditions. Cardiovasculardiseases kill nearly 700,000 Americans annually, according to the Centers forDisease Control and Prevention; furthermore, considering EF as a new vital signmay shed light on determining cardiac involvement in the progression of COVID-19. Arecent global surveypublished inEuropean Heart Journal Cardiovascular Imagingreportedthat cardiac abnormalities were observed in half of all COVID-19 patientsundergoing ultrasound of the heart, and clinicalmanagement was changed inone-third of patients based on imaging.
How Caption Interpretation Works
Caption Interpretation applies end-to-end deep learning toautomatically select the best clips from ultrasound exams, perform qualityassurance and produce an accurate EF measurement. The technology incorporatesthree ultrasound views into its fully automated ejection fraction calculation:apical 4-chamber (AP4), apical 2-chamber (AP2) and the readily-obtainedparasternal long-axis (PLAX) viewan industry first. While ejection fraction iscommonly measured using the more challenging apical views, the PLAX view is ofteneasier to acquire at the point of care in situations where patients may not beable to turn on their sides, such as intensive care units, anesthesiapreoperative settings and emergency rooms. This software provides unprecedentedaccess for healthcare providers to bring specialized ultrasound techniques tothe bedside.
Developing artificial intelligence that mimics an expert physicians eye with comparable accuracy to automatically calculate EFincluding from the PLAX view, which has never been done beforeis a major breakthrough, saidRoberto M. Lang, MD, FASE, FACC, FESC, FAHA, FRCP, Professor of Medicine and Radiology andDirector of Noninvasive Cardiac Imaging Laboratories at theUniversity of ChicagoMedicine and past president of the American Society of Echocardiography. Whether you are assessing cardiac function rapidly, or looking to monitor changes in EF in patients with heart failure, Caption Interpretation produces a very reliable assessment.
Caption Interpretation Benefits
At the point of care, a less precise visual assessment of EFis frequently performed in lieu of a quantitative measurement due to resourceand time constraints. Using Caption Interpretation in these settings providesthe best of both worlds: it is as easy as performing a visual assessment, butwith comparable performance to an expert quantitative measurement.
Caption Interpretation was trained on millions of imageframes to correctly estimate ejection fraction, emulating the way an expertcardiologist learns by evaluating EF as part of their clinical practice. Whilevirtually all commercially available EF measurement software works by tracingendocardial borders, Caption Interpretation analyzes every pixel and frame in agiven clip to produce highly accurate EF measurements.
Caption Health broke new ground in 2018 when it received thefirst FDA clearance for a fully automated EF assessment software. Two yearslater, Caption Interpretation remains the only fully automated EF toolavailable to providers, and, with todays clearance, continues to be the pacesetterin ultrasound interpretation.
We are pleased to have received FDA clearance for our latest AI imaging advancementour third so far this year, said Randolph P. Martin, MD, FACC, FASE, FESC, Chief Medical Officer of Caption Health, Emeritus Professor of Cardiology atEmory University School of Medicine, and past president of the American Society of Echocardiography. An accurate EF measurement is an indispensable tool in a cardiac functional assessment, and this update to Caption Interpretation makes it easier for time-constrained clinicians to incorporate it into their practice.
Recent Traction/Milestones
Caption Interpretation works in tandem with CaptionGuidance,cleared by the FDA earlier this year,as part of the Caption AI platform. Caption Guidanceemulates the expertise of a sonographer by providing over 90 types of real-timeinstructions and feedback. These visual prompts direct users to make specifictransducer movements to optimize and capture a diagnostic-quality image. Incontrast, use of other ultrasound systems requires years of expertise torecognize anatomical structures and make fine movements, limiting access toclinicians with specialized training.
The company recently closedits Series B funding round with$53 millionto further develop andcommercialize this revolutionary ultrasound technology that expands patientaccess to high-quality and essential care.
See the article here:
- Classic reasoning systems like Loom and PowerLoom vs. more modern systems based on probalistic networks - November 8th, 2009 [November 8th, 2009]
- Using Amazon's cloud service for computationally expensive calculations - November 8th, 2009 [November 8th, 2009]
- Software environments for working on AI projects - November 8th, 2009 [November 8th, 2009]
- New version of my NLP toolkit - November 8th, 2009 [November 8th, 2009]
- Semantic Web: through the back door with HTML and CSS - November 8th, 2009 [November 8th, 2009]
- Java FastTag part of speech tagger is now released under the LGPL - November 8th, 2009 [November 8th, 2009]
- Defining AI and Knowledge Engineering - November 8th, 2009 [November 8th, 2009]
- Great Overview of Knowledge Representation - November 8th, 2009 [November 8th, 2009]
- Something like Google page rank for semantic web URIs - November 8th, 2009 [November 8th, 2009]
- My experiences writing AI software for vehicle control in games and virtual reality systems - November 8th, 2009 [November 8th, 2009]
- The URL for this blog has changed - November 8th, 2009 [November 8th, 2009]
- I have a new page on Knowledge Management - November 8th, 2009 [November 8th, 2009]
- N-GRAM analysis using Ruby - November 8th, 2009 [November 8th, 2009]
- Good video: Knowledge Representation and the Semantic Web - November 8th, 2009 [November 8th, 2009]
- Using the PowerLoom reasoning system with JRuby - November 8th, 2009 [November 8th, 2009]
- Machines Like Us - November 8th, 2009 [November 8th, 2009]
- RapidMiner machine learning, data mining, and visualization tool - November 8th, 2009 [November 8th, 2009]
- texai.org - November 8th, 2009 [November 8th, 2009]
- NLTK: The Natural Language Toolkit - November 8th, 2009 [November 8th, 2009]
- My OpenCalais Ruby client library - November 8th, 2009 [November 8th, 2009]
- Ruby API for accessing Freebase/Metaweb structured data - November 8th, 2009 [November 8th, 2009]
- Protégé OWL Ontology Editor - November 8th, 2009 [November 8th, 2009]
- New version of Numenta software is available - November 8th, 2009 [November 8th, 2009]
- Very nice: Elsevier IJCAI AI Journal articles now available for free as PDFs - November 8th, 2009 [November 8th, 2009]
- Verison 2.0 of OpenCyc is available - November 8th, 2009 [November 8th, 2009]
- What’s Your Biggest Question about Artificial Intelligence? [Article] - November 8th, 2009 [November 8th, 2009]
- Minimax Search [Knowledge] - November 8th, 2009 [November 8th, 2009]
- Decision Tree [Knowledge] - November 8th, 2009 [November 8th, 2009]
- More AI Content & Format Preference Poll [Article] - November 8th, 2009 [November 8th, 2009]
- New Planners Solve Rescue Missions [News] - November 8th, 2009 [November 8th, 2009]
- Neural Network Learns to Bluff at Poker [News] - November 8th, 2009 [November 8th, 2009]
- Pushing the Limits of Game AI Technology [News] - November 8th, 2009 [November 8th, 2009]
- Mining Data for the Netflix Prize [News] - November 8th, 2009 [November 8th, 2009]
- Interview with Peter Denning on the Principles of Computing [News] - November 8th, 2009 [November 8th, 2009]
- Decision Making for Medical Support [News] - November 8th, 2009 [November 8th, 2009]
- Neural Network Creates Music CD [News] - November 8th, 2009 [November 8th, 2009]
- jKilavuz - a guide in the polygon soup [News] - November 8th, 2009 [November 8th, 2009]
- Artificial General Intelligence: Now Is the Time [News] - November 8th, 2009 [November 8th, 2009]
- Apply AI 2007 Roundtable Report [News] - November 8th, 2009 [November 8th, 2009]
- What Would You do With 80 Cores? [News] - November 8th, 2009 [November 8th, 2009]
- Software Finds Learning Language Child's Play [News] - November 8th, 2009 [November 8th, 2009]
- Artificial Intelligence in Games [Article] - November 8th, 2009 [November 8th, 2009]
- Artificial Intelligence Resources - November 8th, 2009 [November 8th, 2009]
- Alan Turing: Mathematical Biologist? - April 25th, 2012 [April 25th, 2012]
- BBC Horizon: The Hunt for AI ( Artificial Intelligence ) - Video - April 30th, 2012 [April 30th, 2012]
- Can computers have true artificial intelligence" Masonic handshake" 3rd-April-2012 - Video - April 30th, 2012 [April 30th, 2012]
- Kevin B. Korb - Interview - Artificial Intelligence and the Singularity p3 - Video - April 30th, 2012 [April 30th, 2012]
- Artificial Intelligence - 6 Month Anniversary - Video - April 30th, 2012 [April 30th, 2012]
- Science Breakthroughs - April 30th, 2012 [April 30th, 2012]
- Hitman: Blood Money - Part 49 - Stupid Artificial Intelligence! - Video - April 30th, 2012 [April 30th, 2012]
- Research Members Turned Off By HAARP Artificial Intelligence - Video - April 30th, 2012 [April 30th, 2012]
- Artificial Intelligence Lecture No. 5 - Video - April 30th, 2012 [April 30th, 2012]
- The Artificial Intelligence Laboratory, 2012 - Video - April 30th, 2012 [April 30th, 2012]
- Charlie Rose - Artificial Intelligence - Video - April 30th, 2012 [April 30th, 2012]
- Expert on artificial intelligence to speak at EPIIC Nights dinner - May 4th, 2012 [May 4th, 2012]
- Filipino software engineers complete and best thousands on Stanford’s Artificial Intelligence Course - May 4th, 2012 [May 4th, 2012]
- Vodafone xone™ Hackathon Challenges Developers and Entrepreneurs to Build a New Generation of Artificial Intelligence ... - May 4th, 2012 [May 4th, 2012]
- Rocket Fuel Packages Up CPG Booster - May 4th, 2012 [May 4th, 2012]
- 2 Filipinos finishes among top in Stanford’s Artificial Intelligence course - May 5th, 2012 [May 5th, 2012]
- Why Your Brain Isn't A Computer - May 5th, 2012 [May 5th, 2012]
- 2 Pinoy software engineers complete Stanford's AI course - May 7th, 2012 [May 7th, 2012]
- Percipio Media, LLC Proudly Accepts Partnership With MIT's Prestigious Computer Science And Artificial Intelligence ... - May 10th, 2012 [May 10th, 2012]
- Google Driverless Car Ok'd by Nevada - May 10th, 2012 [May 10th, 2012]
- Moving Beyond the Marketing Funnel: Rocket Fuel and Forrester Research Announce Free Webinar - May 10th, 2012 [May 10th, 2012]
- Rocket Fuel Wins 2012 San Francisco Business Times Tech & Innovation Award - May 13th, 2012 [May 13th, 2012]
- Internet Week 2012: Rocket Fuel to Speak at OMMA RTB - May 16th, 2012 [May 16th, 2012]
- How to Get the Most Out of Your Facebook Ads -- Rocket Fuel's VP of Products, Eshwar Belani, to Lead MarketingProfs ... - May 16th, 2012 [May 16th, 2012]
- The Digital Disruptor To Banking Has Just Gone International - May 16th, 2012 [May 16th, 2012]
- Moving Beyond the Marketing Funnel: Rocket Fuel Announce Free Webinar Featuring an Independent Research Firm - May 23rd, 2012 [May 23rd, 2012]
- MASA Showcases Latest Version of MASA SWORD for Homeland Security Markets - May 23rd, 2012 [May 23rd, 2012]
- Bluesky Launches Drones for Aerial Surveying - May 23rd, 2012 [May 23rd, 2012]
- Artificial Intelligence: What happened to the hunt for thinking machines? - May 25th, 2012 [May 25th, 2012]
- Bubble Robots Move Using Lasers [VIDEO] - May 25th, 2012 [May 25th, 2012]
- UHV assistant professors receive $10,000 summer research grants - May 27th, 2012 [May 27th, 2012]
- Artificial intelligence: science fiction or simply science? - May 28th, 2012 [May 28th, 2012]
- Exetel taps artificial intelligence - May 29th, 2012 [May 29th, 2012]
- Software offers brain on the rain - May 29th, 2012 [May 29th, 2012]
- New Dean of Science has high hopes for his faculty - May 30th, 2012 [May 30th, 2012]
- Cognitive Code Announces "Silvia For Android" App - May 31st, 2012 [May 31st, 2012]
- A Rat is Smarter Than Google - June 5th, 2012 [June 5th, 2012]