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Machine Learning

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For far too long, we the people who want to give and get better care have had no say in what new ideas get into practice. When you support new ideas here they are over 20 times more likely to get out to market - sometimes incredibly fast. So explore, like, try, pilot, partner, mentor, or invest in these companies and ideas and let's fix healthcare, one awesome idea at a time!

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MedStartr Mentors for Machine Learning:

Part of AI & Machine Learning

Also known asMachine Learning (ML)ML
🚀192Innovations

Fyggy's top 10 in Machine Learning

Ranked by MedStartr Engagement Score.

  1. 1
    Helpp.ai
    MedStartr Engagement Score268
  2. 2
    Alertgy
    MedStartr Engagement Score170
  3. 3
    Life365
    MedStartr Engagement Score76
  4. 4
    VitaSensor
    MedStartr Engagement Score74
  5. 5
    Sequoia Health
    MedStartr Engagement Score72
  6. 6
    Autonomic Health

    ▲ Moving up this week (+1)

    MedStartr Engagement Score67
  7. 7
    Abridge
    MedStartr Engagement Score60
  8. 7
    Delfi Diagnostics
    MedStartr Engagement Score60
  9. 9
    Palta
    MedStartr Engagement Score59
  10. 10
    Viz.ai
    MedStartr Engagement Score58
See the full leaderboard →

Innovations in Machine Learning

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Helpp.ai

Helpp.ai

Pre-Seed

Dallas, TX, US

★★★★★5.0 · 1 review

Helpp.ai is a healthcare technology company that uses an AI-powered camera system for proactive fall prevention and risk assessment in hospitals, post-acute care facilities, and...

...more
Business ModelB2B, Technology as a Service
Core TechAdvanced AI-powered camera system with computer vision an...
Founded2023
AI / ML
Get Involved in Helpp.ai

15 engagements

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Alertgy

Alertgy

Seed

Melbourne, Florida, United States

★★★★★5.0 · 1 review

Alertgy is a healthcare technology company focused on revolutionizing diabetes management through its non-invasive continuous glucose monitoring (NICGM) technology, DeepGluco™. ...

...more
Business ModelSaaS
Core TechAlertgy's core technology is its Non-Invasive Continuous ...
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Founded2016
Diabetes
Get Involved in Alertgy

9 engagements

Only accessible to MedStartr community members. Join now
Life365

Life365

Scottsdale, Arizona, United States

Life365 is a leading provider of digital health solutions, encompassing brands like Life365 Health, LifeConnect, PillDrill, and Life365 Labs. The company specializes in Remote P...

...more
Business ModelB2B, SaaS, per-member-per-month (PMPM)
Core TechRemote Patient Monitoring (RPM), smart medication managem...
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Founded2015
Telehealth/Virtual Care
Get Involved in Life365

2 engagements

AI-generated hero image for VitaSensor

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

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VitaSensor

VitaSensor

Unknown

Germantown, PA, US

VitaSensor is a healthcare technology company focused on non-invasive glucose monitoring for diabetes management. It develops patented technology utilizing Germanium Selenide na...

...more
Business ModelHybrid
Core TechPatented non-invasive glucose monitoring technology using...
Medical Devices
Get Involved in VitaSensor

2 engagements

AI-generated hero image for Sequoia Health

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

View pitch deck full screen
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Sequoia Health

Sequoia Health

Pre-Seed

Minsk, Minsk region, Belarus

AI-personalized, exercise-based mobile platform that helps men anonymously track and improve sexual health.

Business ModelB2C freemium subscription model ($19.99/month, $89,99/year, or $249,99 lifetime) combined with a B2B model earning a 30% commission on online consultations.
Core TechAI-personalized mobile health platform featuring machine ...
Founded2021
Get Involved in Sequoia Health

6 engagements

AI-generated hero image for Autonomic Health

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

Only accessible to MedStartr community members. Join now
Autonomic Health

Autonomic Health

Seed

New York, NY, United States

★★★★☆3.8 · 3 reviews

Autonomic Health is building the first AI doctor powered by the nervous system. The autonomic nervous system manages all organs 24/7 and drifts three to five years before diseas...

...more
Business ModelB2B2C and cash-pay. Clinics and platforms pay per test and deliver it to their patients, co-branded "Powered by Autonomic Health". No revenue line assumes reimbursement. Ongoing monitoring is the next paid product.
Core TechCAJAL, our patent-pending AI model, reads both branches o...
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Founded2024
Get Involved in Autonomic Health

9 engagements

AI-generated hero image for Abridge

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

Only accessible to MedStartr community members. Join now
A

Abridge

Series C

Abridge is an AI-powered platform that automatically generates structured clinical notes from patient-physician conversations. Using generative AI, it listens ambiently to the c...

...more
Business ModelB2B2C
Core TechGenerative AI for Clinical Documentation
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Clinical Workflow
Get Involved in Abridge
Only accessible to MedStartr community members. Join now
Delfi Diagnostics

Delfi Diagnostics

Seed

Delfi Diagnostics focuses on early cancer detection using machine learning.

Business ModelB2B
Core TechFragmented DNA patterns in blood plasma, machine learning
Only accessible to MedStartr community members. Join now
Precision Medicine/Diagnostics
Get Involved in Delfi Diagnostics

2 engagements

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Palta

Palta

Series B

London, UK

Health-tech company known for backing Flo unicorn. Operates a Palta Brain platform designed to enable faster scaling of new products.

...more
Business ModelB2C (subscription-based for mobile consumer products) and B2B (co-founding/investment model for health-focused startups).
Core TechPalta Brain (an advanced data collection, processing, and...
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Founded2016
Other
Get Involved in Palta
AI-generated hero image for Viz.ai

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

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V

Viz.ai

Series D+

San Francisco, CA, US

Viz.ai is a healthcare AI platform that integrates over 50 FDA-cleared AI algorithms to improve clinical workflows and care coordination. It provides solutions for various condi...

...more
Business ModelB2B SaaS
Core TechAI algorithms, machine learning, clinical decision suppor...
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Founded2016
Precision Medicine/Diagnostics
Get Involved in Viz.ai

1 engagement

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Angle Health

Angle Health

Series B

San Francisco, California, US

Angle Health is an AI-driven healthcare benefits platform. It is a vertically integrated AI-native platform providing healthcare benefits for small and mid-sized employers (SMBs).

...more
Business ModelB2B2C
Core TechProprietary AI models trained on millions of de-identifie...
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Healthcare Infrastructure
Get Involved in Angle Health
AI-generated hero image for Ultrahuman

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

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U

Ultrahuman

Series B

Bengaluru, Karnataka, India

Bengaluru-based longevity and health-monitoring platform that offers a connected ecosystem of health tracking products and services.

...more
Business ModelB2C
Core TechUltrahuman Ring AIR (smart ring tracking sleep, recovery,...
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Consumer Wellness
Get Involved in Ultrahuman
AI-generated hero image for CareSyntax

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

Only accessible to MedStartr community members. Join now
C

CareSyntax

Series C

CareSyntax is a healthcare technology company founded in 2013 that focuses on improving surgical outcomes. It leverages IoT technology, AI, and data analytics to enhance surgica...

...more
Business ModelCareSyntax provides a vendor-neutral surgical intelligence platform that collects and analyzes data from operating rooms to optimize surgical workflows, offer real-time support, and provide post-procedure insights. It also offers data analytics and insights to medical device companies, insurers, and other healthcare ecosystem players.
Core TechIoT technology, AI, and data analytics
Only accessible to MedStartr community members. Join now
Other
Get Involved in CareSyntax
Only accessible to MedStartr community members. Join now
Komodo Health

Komodo Health

Series D+

New York, NY, USA

Health data analytics platform combining 300+ million individual patient encounters with algorithms.

Business ModelEnterprise SaaS B2B
Core TechHealthcare Map™ (comprehensive, de-identified real-world ...
Only accessible to MedStartr community members. Join now
Founded2014
Healthcare Infrastructure
Get Involved in Komodo Health
Only accessible to MedStartr community members. Join now
Biofourmis

Biofourmis

Series D+

Biofourmis is a Singapore-based digital therapeutics company that uses continuous monitoring of connected medical devices to manage chronic conditions. It focuses on heart condi...

...more
Business ModelB2B, SaaS
Core Techdigital therapeutics through continuous monitoring of con...
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Precision Medicine/Diagnostics
Get Involved in Biofourmis
Only accessible to MedStartr community members. Join now
Schrödinger

Schrödinger

IPO

Schrödinger is an international scientific software and biotechnology company, founded in 1990, developing computational tools for drug discovery and materials science. Its phys...

...more
Business ModelB2B (Software licensing) and a drug discovery model, advancing preclinical and clinical programs internally and through collaborations. SaaS is implied through platform licensing.
Core Techphysics-based computational platform
Only accessible to MedStartr community members. Join now
Drug Discovery/Development
Get Involved in Schrödinger

1 engagement

AI-generated hero image for Finch Therapeutics

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

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Finch Therapeutics

Finch Therapeutics

IPO

Somerville, MA, US

Finch Therapeutics is a biotechnology company that pioneered microbiome therapeutics and has since transitioned from drug development to an intellectual property (IP) holding an...

...more
Business ModelLicensing
Core TechHuman-First Discovery platform
Only accessible to MedStartr community members. Join now
Drug Discovery/Development
Get Involved in Finch Therapeutics

1 engagement

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Fourier Intelligence

Fourier Intelligence

Unknown

Shanghai, China

Fourier Intelligence focuses on medical and general-purpose robotics.

Business ModelB2B
Core TechNeurorehabilitation Robotics
Only accessible to MedStartr community members. Join now
Medical Devices
Get Involved in Fourier Intelligence

1 engagement

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H1

H1

Unknown

H1 is a health data platform for therapeutic development.

Business ModelSaaS
Core TechData Aggregation & Analytics
Only accessible to MedStartr community members. Join now
Healthcare Infrastructure
Get Involved in H1

1 engagement

AI-generated hero image for Infinx

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

Only accessible to MedStartr community members. Join now
I

Infinx

Growth

Infinx Healthcare is a healthcare technology company providing AI-powered revenue cycle management solutions, including prior authorization, medical coding, billing, and revenue...

...more
Business ModelB2B, SaaS, Managed Services
Core TechInfinx's core technology includes its Healthcare Revenue ...
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Claims/Revenue Cycle AI
Get Involved in Infinx
AI-generated hero image for CodaMetrix

Note, this image was autogenerated by Syggy based on what we know about the company. It is not an official company publication.

Only accessible to MedStartr community members. Join now
C

CodaMetrix

Series C

Multi-specialty autonomous medical coding platform.

Business ModelSaaS
Core Techautonomous medical coding platform
Only accessible to MedStartr community members. Join now
Claims/Revenue Cycle AI
Get Involved in CodaMetrix
Only accessible to MedStartr community members. Join now
PayJoy

PayJoy

Series C

San Francisco, California, United States

PayJoy is a financial service provider that offers smartphone financing and broader credit solutions to underserved customers, primarily in emerging markets. The company utilize...

...more
Business ModelOther
Core Tech'Device-as-Collateral' financing model, machine learning ...
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Founded2015
Other
Get Involved in PayJoy
Only accessible to MedStartr community members. Join now
Vida Health

Vida Health

Series D+

Vida Health is a virtual care company providing personalized health programs to prevent, manage, and reverse chronic physical and behavioral health conditions.

...more
Business ModelHybrid
Core TechAI-powered mobile app with human-led care from coaches an...
Only accessible to MedStartr community members. Join now
Telehealth/Virtual Care
Get Involved in Vida Health
Only accessible to MedStartr community members. Join now
Nabla

Nabla

Series C

Nabla offers a SaaS-based ambient AI assistant for clinical documentation, leveraging proprietary Large Language Models (LLM) and Speech-to-Text (STT) technologies. The platform...

...more
Business ModelB2B SaaS
Core TechProprietary Large Language Models (LLM) and Speech-to-Tex...
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Clinical Documentation AI
Get Involved in Nabla

Showing 24 of 192 innovations.

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