Machine Learning Software in Healthcare and Life Sciences

Machine learning is a rapidly growing trend in the healthcare and life sciences industry, as it makes processes more efficient and forecasts future outcomes for patients. These services are used to understand customer behavior and derive in-depth insights into clinical performance. They also assist medical experts to analyze data in order to recognize trends that may lead to better diagnosis and treatment of patients. Many companies are using various machine learning applications to cater the requirements and solve problems of the medical experts. As machine learning services are capable of delivering real-time data, companies are applying machine learning with medical wearable devices, which allow the medical experts to be more accurate and predict diagnosis, owing to which they can intervene sooner. Moreover, as the received data sets are dynamic, the experts are able to detect changes more quickly. Apart from this, machine learning SMEs are using image analysis to provide faster medical diagnostic. The major applications of healthcare and life sciences sector using machine learning include disease identification and diagnosis, image analytics, personalized treatment, drug discovery/manufacturing, and others (clinical trial research and epidemic outbreak prediction).

TOP VENDORS
In Machine Learning Software

  1. 6SENSE
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  2. AGILONE
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  3. ALPINE DATA LABS
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Machine Learning Software in Healthcare and Life Sciences Quadrant

Comparing [object Object] vendors in Machine Learning Software across 115 criteria.

Find the best Machine Learning Software solution for your business, using ratings and reviews from buyers, analysts, vendors and industry experts

EVALUATION CRITERIA

Below criteria are most commonly used for comparing Machine Learning Software tools.
Product Maturity
Company Maturity
Most IMPORTANT
0.0
0.0
0.0
Breadth and Depth of Product Offerings
3.65
3.20
3.45
Product Features and Functionality
4.35
4.30
3.65
Focus on Product Innovation
2.90
2.75
3.30
Product Differentiation and Impact on Customer Value
3.60
3.00
3.00
Product Quality and Reliability
3.85
3.70
3.45
LEAST IMPORTANT LESS IMPORTANT

TOP VENDORS

  • BUYERS
    VENDORS
    EXPERTS
    2.1
    ANALYSTS
     
    • Enterprise
    • San Francisco, California, US
    • Founded: 2010
    • $5BN to $10BN
    • 51 to 100
  • Amazon Machine Learning eases the job of obtaining predictions for user’s application using simple APIs without the need to implement custom prediction generation code or handle any infrastructure. It is considered to be highly scalable, and has the ability to generate billions of predictions on a daily basis and can serve those predictions in real time and at a high throughput as well.

    BUYERS
    VENDORS
    EXPERTS
    3.0
    ANALYSTS
     
    • Enterprise
    • Washington, US
    • Founded: 1994
    • More than $100 BN
    • 5,00,001 & more
  • The company has developed machine learning algorithms for voice and image recognition, as well as natural language processing, to help provide smarter, more useful, and more personalized search results. Baidu makes its technology available to other companies to develop their algorithms and applications. The company has made most of its software and systems open source and provided access to it on an “as-a-service” basis.

    BUYERS
    VENDORS
    EXPERTS
    2.7
    ANALYSTS
     
    • Startup
    • 501 to 1,000
  • BUYERS
    VENDORS
    EXPERTS
    2.2
    ANALYSTS
     
    • Startup
    • New York, US
    • Founded: 2013
    • $11MN to $50MN
    • 101 to 500
  • BUYERS
    VENDORS
    EXPERTS
    2.5
    ANALYSTS
     
    • Enterprise
    • Texas, US
    • Founded: 1984
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • BUYERS
    VENDORS
    EXPERTS
    2.0
    ANALYSTS
     
    • Startup
    • California, US
    • Founded: 2013
    • Below $10 MN
    • 101 to 500
  • The major business functions where the company uses AI and machine learning are financial crimes, marketing, cybersecurity, customer management, threat detection, and strategic planning. FICO has more than 130 patents in analytics and decision management technology, including 70 in AI.

    BUYERS
    VENDORS
    EXPERTS
    2.6
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1956
    • $500MN to $1BN
    • 1,001 to 5,000
  • BUYERS
    VENDORS
    EXPERTS
    2.0
    ANALYSTS
     
    • Enterprise
    • San Mateo, California, United States
    • Founded: 2000
    • 1,001 to 5,000
  • The engine can perform large scale training on a managed cluster and can also manage the trained models for large scale online and batch predictions. Major features of Cloud Machine Learning Engine include portable models, notebook developer experience, scalable service, managed service, HyperTune, and the ability to discover and share samples.

    BUYERS
    VENDORS
    EXPERTS
    3.2
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1998
    • More than $100 BN
    • 75,001 to 1,00,000
  • With Sparkling Water, users can drive computation from Scala/R/Python and utilize the H2O Flow UI. Recently, the company introduced Driverless AI, which helps to prepare data, calibrate parameters, and determine the optimal algorithms for tackling specific business problems with machine learning. Furthermore, it automates feature engineering, the process by which key variables are selected to build a model.

    BUYERS
    VENDORS
    EXPERTS
    2.4
    ANALYSTS
     
    • Enterprise
    • 501 to 1,000
  • It also helps to anticipate customer and business needs more accurately. IBM Watson machine learning service helps enterprises to use their data to create, train, and deploy self-learning models. IBM data science experience is a cloudbased, social workspace that helps data professionals to consolidate, create, and collaborate across multiple open sources tools, such as R and Python.

    BUYERS
    VENDORS
    EXPERTS
    3.7
    ANALYSTS
     
    • Enterprise
    • New York, US
    • Founded: 1911
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • BUYERS
    VENDORS
    EXPERTS
    2.2
    ANALYSTS
     
    • Startup
    • Zurich, Switzerland
    • Founded: 2008
    • Below $10 MN
    • 1 to 50
  • BUYERS
    VENDORS
    EXPERTS
    1.5
    ANALYSTS
     
    • Startup
    • CAMBRIDGE, Massachusetts, US
    • Founded: 2010
    • Below $10 MN
    • 51 to 100
  • Azure Machine Learning is a fully managed service for advanced analytics in the cloud. It enables enterprises to build advanced analytic web services quickly and eradicate much of the heavy lifting associated with deploying machine learning in modern data-driven applications.

    BUYERS
    VENDORS
    EXPERTS
    3.3
    ANALYSTS
     
    • Enterprise
    • Washington, US
    • Founded: 1975
    • 1,00,001 to 5,00,000
  • BUYERS
    VENDORS
    EXPERTS
    2.6
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1977
    • S10BN to $50BN
    • 1,00,001 to 5,00,000
  • BUYERS
    VENDORS
    EXPERTS
    2.2
    ANALYSTS
     
    • Startup
    • Massachusetts, US
    • Founded: 2006
    • Below $10 MN
    • 51 to 100
  • The foundation offers instantly consumable services, such as image processing, natural language processing, and tabular and time-series processing that help enterprises to learn from data, extract knowledge, and gain new insights. The foundation helps organizations to incorporate intelligence into enterprise applications, without massive computing or data scientists.

    BUYERS
    VENDORS
    EXPERTS
    3.1
    ANALYSTS
     
    • Enterprise
    • Walldorf, Germany
    • Founded: 1972
    • 501 to 1,000
  • Its major features are automated model tuning, powerful data manipulation and management, flexible web-based programming environment, integrated text analytics, model assessment and scoring, and modern statistical, data mining, and machine-learning techniques.

    BUYERS
    VENDORS
    EXPERTS
    3.5
    ANALYSTS
     
    • Enterprise
    • North Carolina, US
    • Founded: 1976
    • $1BN to $5BN
    • 10,001 to 15,000
  • BUYERS
    VENDORS
    EXPERTS
    1.9
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1979
    • $1BN to $5BN
    • 10,001 to 15,000
  • BUYERS
    VENDORS
    EXPERTS
    2.0
    ANALYSTS
     
    • Enterprise
    • California, US
    • Founded: 1997
    • $500MN to $1BN
    • 1,001 to 5,000

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