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The crowd matters.
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!
See the companies ↓MedStartr Mentors for Machine Learning:

Ronald Razmi
Managing Director · Zoi Capital
Transformation of healthcare and life sciences through digital solutions, real world data, analytics, and Artificial Intelligence. Author: AI Doctor, 2025 Wiley
Fyggy's top 10 in Machine Learning
Ranked by MedStartr Engagement Score.
- 1
Helpp.aiMedStartr Engagement Score268MedStartr Engagement Score268 - 2
AlertgyMedStartr Engagement Score170MedStartr Engagement Score170 - 3
Life365MedStartr Engagement Score76MedStartr Engagement Score76 - 4VitaSensorMedStartr Engagement Score74MedStartr Engagement Score74
- 5Sequoia HealthMedStartr Engagement Score72MedStartr Engagement Score72
- 6
MedStartr Engagement Score67 - 7AbridgeMedStartr Engagement Score60MedStartr Engagement Score60
- 7
Delfi DiagnosticsMedStartr Engagement Score60MedStartr Engagement Score60 - 9
PaltaMedStartr Engagement Score59MedStartr Engagement Score59 - 10Viz.aiMedStartr Engagement Score58MedStartr Engagement Score58
Innovations in Machine Learning
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Helpp.ai
Dallas, TX, US
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...
...moreOnly accessible to MedStartr community members.
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Alertgy
Melbourne, Florida, United States
Alertgy is a healthcare technology company focused on revolutionizing diabetes management through its non-invasive continuous glucose monitoring (NICGM) technology, DeepGluco™. ...
...moreOnly accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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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...
...moreOnly accessible to MedStartr community members.
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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 nowVitaSensor
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
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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Join nowSequoia Health
Minsk, Minsk region, Belarus
AI-personalized, exercise-based mobile platform that helps men anonymously track and improve sexual health.

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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Autonomic Health
New York, NY, United States
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
Sab Kanaujia · CEOOnly accessible to MedStartr community members.
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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 nowAbridge
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...
...moreSource: Digital.Health
Digital.Health provided this information. To learn more and get deep data on digital health companies, please visit them here.
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Delfi Diagnostics
Delfi Diagnostics focuses on early cancer detection using machine learning.
Only accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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Palta
London, UK
Health-tech company known for backing Flo unicorn. Operates a Palta Brain platform designed to enable faster scaling of new products.
...moreOnly accessible to MedStartr community members.
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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 nowViz.ai
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...
...moreOnly accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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Angle Health
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).
...moreOnly accessible to MedStartr community members.
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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 nowUltrahuman
Bengaluru, Karnataka, India
Bengaluru-based longevity and health-monitoring platform that offers a connected ecosystem of health tracking products and services.
...moreOnly accessible to MedStartr community members.
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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 nowCareSyntax
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...
...moreOnly accessible to MedStartr community members.
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Komodo Health
New York, NY, USA
Health data analytics platform combining 300+ million individual patient encounters with algorithms.
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Biofourmis
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...
...moreOnly accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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Schrödinger
Schrödinger is an international scientific software and biotechnology company, founded in 1990, developing computational tools for drug discovery and materials science. Its phys...
...moreOnly accessible to MedStartr community members.
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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 nowFinch Therapeutics
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...
...moreOnly accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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Fourier Intelligence
Shanghai, China
Fourier Intelligence focuses on medical and general-purpose robotics.
Only accessible to MedStartr community members.
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H1
H1 is a health data platform for therapeutic development.
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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 nowInfinx
Infinx Healthcare is a healthcare technology company providing AI-powered revenue cycle management solutions, including prior authorization, medical coding, billing, and revenue...
...moreOnly accessible to MedStartr community members.
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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 nowCodaMetrix
Multi-specialty autonomous medical coding platform.
Only accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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PayJoy
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...
...moreOnly accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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Vida Health
Vida Health is a virtual care company providing personalized health programs to prevent, manage, and reverse chronic physical and behavioral health conditions.
...moreOnly accessible to MedStartr community members.
Join nowOnly accessible to MedStartr community members.
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Nabla
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...
...moreOnly accessible to MedStartr community members.
Join nowShowing 24 of 192 innovations.
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