Products

EchoMD Automated Ejection Fraction Software
Bay Labs (now Caption Health)
Cardiology AI
EchoMD Automated Ejection Fraction Software by Bay Labs (now Caption Health) uses AI to automatically select optimal echocardiogram clips and calculate left ventricular ejection fraction (EF), improving efficiency and accuracy in cardiac evaluation.

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About Bay Labs (now Caption Health)

Caption Health, formerly known as Bay Labs, is a healthcare AI company that develops AI-guided medical imaging software. Their core mission is to democratize access to ultrasound technology by enabling a broader range of healthcare providers to perform and interpret ultrasound exams. The company’s flagship product, Caption AI, provides real-time guidance, automated interpretation, and quality assessment capabilities, making complex ultrasound procedures more accessible and efficient.

For physicians, Caption Health’s technology aims to enhance diagnostic capabilities and streamline workflows, particularly in cardiac imaging. The AI-powered platform assists in acquiring diagnostic-quality images, automatically assesses image quality, and provides essential calculations to aid in clinical decision-making. This can lead to earlier disease detection, such as heart failure, and potentially prevent hospitalizations and improve patient outcomes. The technology is designed to be used by healthcare professionals with varying levels of ultrasound experience, including nurses, thereby expanding the reach of this critical diagnostic tool to point-of-care settings, including doctors’ offices, homes, and alternate care sites.

Focus Areas

AI-powered ultrasound medical imaging cardiology early disease detection heart failure democratizing ultrasound point-of-care diagnostics machine learning deep learning medical device

Business Intelligence

TechnologyCaption AI (AI-guided imaging acquisition software - Caption Guidance, AI-powered interpretation - Caption Interpretation) utilizing deep learning technology.

What Physicians Need to Know

Specialization: AI-powered Ultrasound for Cardiology
Caption Health (formerly Bay Labs) specializes in AI-guided medical imaging software, particularly for cardiac ultrasounds (echocardiograms). Their flagship product, Caption AI, is designed to enable healthcare providers, even those without extensive prior ultrasound experience, to acquire and interpret high-quality cardiac ultrasound exams quickly and accurately. This technology is crucial for early disease detection, especially for conditions like heart failure, which is a leading cause of hospitalization.
Key Differentiator: Democratizing Ultrasound Access
Caption Health's primary differentiator is its ability to democratize access to ultrasound. Traditional ultrasound exams require years of specialized training, limiting their availability. Caption AI acts as a 'co-pilot' for clinicians, providing real-time guidance on probe manipulation, automated quality assessment, and intelligent interpretation capabilities. This empowers a broader range of healthcare professionals, including nurses, to perform diagnostic-quality echocardiograms at the point of care.
Technology Stack: Deep Learning and Machine Learning
The core of Caption Health's technology lies in deep learning and machine learning algorithms. These algorithms are trained on extensive datasets of echocardiographic images (over 4 million images from 9,000 patients for Caption AI) to emulate the expertise of sonographers and cardiologists. The software provides real-time feedback, auto-captures diagnostic-quality images, and automatically calculates key metrics like ejection fraction (EF), a vital measure of cardiac function.
Early Disease Detection and Heart Failure
Caption Health's technology is particularly impactful in early disease detection and managing heart failure. By making cardiac ultrasounds more accessible, it allows for earlier identification of cardiovascular issues, potentially preventing avoidable hospitalizations and improving patient outcomes. They have also expanded into in-home cardiac ultrasound services (Caption Care) to reach at-risk patients more conveniently.
Point-of-Care Diagnostics
The Caption AI system is ideal for acute point-of-care settings, such as emergency rooms, intensive care units, and anesthesiology departments. It enables rapid assessment of patients with conditions like chest pain, shortness of breath, and cardiac arrest, facilitating quicker clinical decision-making.
Physician Tip

For physicians, Caption Health's technology offers the ability to significantly expand access to diagnostic-quality cardiac ultrasounds within their practice, even for staff without specialized sonography training. This can lead to earlier detection of heart conditions, more timely interventions, and improved patient outcomes, particularly in acute care and primary care settings. The real-time guidance and automated interpretation features can enhance efficiency and standardize the quality of exams. The automated ejection fraction calculation can provide immediate, objective data for clinical decision-making. Furthermore, the potential for in-home ultrasound services (Caption Care) can help manage at-risk populations and reduce hospitalizations.

Caption Health's software solution, Caption AI, is designed to be integrated onto compatible ultrasound devices. They have partnered with companies like Terason (for their uSmart 3200t Plus) and Butterfly Network for handheld devices. Following its acquisition by GE HealthCare in 2023, Caption Health's technology is being integrated into GE HealthCare's ultrasound systems, including their Venue point-of-care systems and the Vscan Air SL handheld ultrasound. They also have partnerships for advanced analytics (Ultromics' EchoGo) and virtual cardiology services (Heartbeat Health). Caption Health also operates on a subscription pricing model.

Products by Bay Labs (now Caption Health)

1 product in the directory

EchoMD Automated Ejection Fraction Software
Bay Labs (now Caption Health)
Cardiology AI
EchoMD Automated Ejection Fraction Software by Bay Labs (now Caption Health) uses AI to automatically select optimal echocardiogram clips and calculate left ventricular ejection fraction (EF), improving efficiency and accuracy in cardiac evaluation.

What the Web Says

Caption Health (formerly Bay Labs) is an AI-guided ultrasound technology company that has received positive attention for its innovative product, Caption AI. The software aims to democratize access to cardiac ultrasound by enabling healthcare professionals with minimal training to acquire and interpret high-quality echocardiograms. While product reviews are generally positive, highlighting its potential to transform healthcare, employer reviews are mixed, with some concerns about management and compensation.

Overall: Mixed

Strengths

  • AI-guided ultrasound technology enables less experienced healthcare professionals to perform cardiac ultrasounds accurately.
  • FDA clearance and breakthrough device designation for Caption Guidance software.
  • Potential to expand access to timely diagnostic care, especially in areas with a shortage of trained sonographers.
  • High accuracy in assessing cardiac conditions, with studies showing strong agreement between nurse-led and sonographer-led scans.
  • Positive impact on patient management, particularly for COVID-19 patients with cardiac abnormalities.
  • Strong teamwork, friendly, respectful, and supportive colleagues (mentioned in some employer reviews).

Limitations

  • Mixed employer reviews, with some negative feedback regarding management and unfulfilled promises.
  • Concerns about pay and benefits in some employer reviews.
  • Some employees reported a lack of job security and advancement opportunities.
  • Company policy changes quickly, according to one review.
  • Limited number of employer reviews available, making it difficult to form a comprehensive picture.

Based on reviews from: Indeed.com, SmarterWay.AI, Nanalyze, JAMA Cardiology (via FierceBiotech), Market Pathways - MyStrategist, Punch Newspapers, MassDevice, PR Newswire, AuntMinnie, Wellfound

Last updated: 2026-10-17

Videos

News, demos, and interviews about Bay Labs (now Caption Health).

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Press & Coverage

GE HealthCare Newsroom
GE HealthCare to Acquire Caption Health, Expanding Ultrasound to Support New Users Through FDA-Cleared, AI-Powered Image Guidance
GE HealthCare announced its agreement to acquire Caption Health, an AI healthcare leader focused on early disease detection using AI to assist in ultrasound scans. This acquisition aims to expand affordable access to ultrasound imaging and integrate Caption Health's AI applications into GE HealthCare's ultrasound portfolio.
2023-02
Healthcare Dive
GE HealthCare agrees to buy AI imaging firm Caption Health in second acquisition
GE HealthCare is acquiring Caption Health, an AI imaging firm specializing in echocardiogram programs for early heart disease detection. The acquisition will integrate Caption's software with GE HealthCare's ultrasound devices to enhance disease detection and diagnosis.
2023-02
PR Newswire (Caption Health News and Press Releases)
Caption Health Receives CE Mark for Caption AI™ technology platform
Caption Health received CE Mark for its Caption AI™ technology platform, enabling it to market its AI-guided heart ultrasound technology in the European Union. This expands the company's international regulatory approvals.
2022-07
PR Newswire (Caption Health News and Press Releases)
CAPTION HEALTH LAUNCHES FIRST IN-HOME ULTRASOUND SERVICE FOR HEART HEALTH: CAPTION CARE™
Caption Health launched Caption Care™, America's first in-home heart wellness assessment service, utilizing its AI technology to provide convenient and cost-effective echocardiograms.
2022-06
PR Newswire (Caption Health News and Press Releases)
Caption Health Announces JAMA Cardiology Publication Showing Effectiveness of AI-Guided Ultrasound Software
Caption Health announced the publication in JAMA Cardiology of a study demonstrating the effectiveness of its AI-guided ultrasound software. The study showed that nurses without prior ultrasound experience could acquire diagnostic-quality cardiac images using Caption Guidance.
2021-02
PR Newswire (Caption Health News and Press Releases)
Caption Health Receives $4.95M Grant to Develop AI-Guided Lung Ultrasound System
Caption Health received a $4.95 million grant from the Bill & Melinda Gates Foundation to develop AI technology for lung ultrasound. This grant will enable the company to expand its AI platform to include lung ultrasounds, particularly for early pneumonia diagnosis.
2020-11
PR Newswire (Caption Health News and Press Releases)
Caption Health Closes $53 Million Series B Round to Democratize Access to Ultrasound With the First and Only AI-Guided Ultrasound Technology
Caption Health closed a $53 million Series B funding round to further develop and commercialize its AI-guided ultrasound technology. The funding aims to democratize access to ultrasound by enabling more healthcare providers to perform diagnostic-quality scans.
2020-07
MultiVu (via Caption Health)
FDA Grants Caption Health Landmark Authorization for First AI-Guided Image Acquisition System
The FDA granted Caption Health landmark authorization for Caption Guidance, the first medical software authorized by the FDA that provides real-time AI guidance for medical imaging acquisition. This software assists healthcare professionals in acquiring cardiac ultrasound images.
2020-02

Frequently Asked Questions

Caption Health's AI-powered ultrasound, particularly with its Caption Guidance and Caption Interpretation software, is designed to assist in the early detection and diagnosis of various cardiac conditions. It helps users acquire high-quality ultrasound images of the heart, which can then be used to assess left ventricular ejection fraction (LVEF) and detect signs of heart failure. This technology aims to make echocardiography more accessible and standardized, even for users without extensive sonography experience.
Caption Health's technology democratizes ultrasound by providing real-time guidance and automated interpretation, enabling a wider range of healthcare professionals to perform and understand echocardiograms at the point of care. This reduces the reliance on highly specialized sonographers and cardiologists, making cardiac ultrasound more accessible in diverse clinical settings. By simplifying the acquisition and interpretation process, it facilitates earlier disease detection and more timely clinical decision-making.
Caption Health's flagship product, Caption Guidance, was the first AI-powered medical software to receive FDA 510(k) clearance for aiding in cardiac ultrasound acquisition. This clearance signifies that the device is safe and effective for its intended use. The company continues to adhere to relevant medical device regulations and compliance standards to ensure the reliability and safety of its AI-powered diagnostic tools.
While specific pricing details are typically provided through direct consultation with Caption Health's sales team, their solutions are generally offered to healthcare providers and institutions. In terms of support, Caption Health provides comprehensive resources for users, including training programs to help clinicians effectively utilize their AI-guided ultrasound platforms. They also offer technical support to ensure smooth operation and address any user queries.
Clinical studies have demonstrated the efficacy of Caption Health's AI in enabling healthcare professionals, even those without prior sonography experience, to acquire diagnostic-quality cardiac ultrasound images. For instance, studies have shown high agreement in LVEF assessment between sonographers using Caption Guidance and expert readers. This suggests that the AI-powered guidance and interpretation can lead to accurate and reliable results comparable to traditional methods performed by experienced sonographers.
Caption Health was acquired by GE HealthCare in February 2023. This acquisition has integrated Caption Health's innovative AI technology into GE HealthCare's extensive cardiology portfolio. As part of GE HealthCare, Caption Health benefits from the resources and stability of a large, established global medical technology company, suggesting a strong and stable future for its continued development and deployment of AI-powered ultrasound solutions.
As part of GE HealthCare, Caption Health's technology is now integrated into a broader ecosystem, leveraging GE HealthCare's extensive network and partnerships within the healthcare industry. This includes collaborations with various healthcare providers, academic institutions, and other technology partners to further expand the reach and application of AI-powered ultrasound. The acquisition itself is a significant partnership that aims to accelerate the adoption of Caption Health's technology globally.

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