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Fair synthetic data and ethical AI in healthcare with Humana

But perhaps none are as exciting as fair synthetic data generation for healthcare. Alexandra Ebert, MOSTLY AI's Chief Trust Officer and the host of the Data Democratization Podcast, has been talking to two AI experts who have been using MOSTLY AI's synthetic data platform to generate fair synthetic data to predict loneliness.

Actived: 5 days ago

URL: https://mostly.ai/data-democratization-podcast/fair-synthetic-data-and-ethical-ai-in-healthcare

On the future of digital health

WebIn today's episode, we will fully focus on innovation in healthcare, more specifically, innovation in digital health, how to achieve it, in which direction the industry …

Category:  Health Go Health

The Humana synthetic data sandbox for winning data-centric …

WebThe Humana synthetic data blueprint for healthcare data management. AI-generated synthetic data is the tool enabling a wide variety of data-driven use cases in …

Category:  Health Go Health

Synthetic data for impact: how to innovate in health insurance with

WebIn this episode of the Data Democratization Podcast, host Alexandra Ebert interviews Daniela Pak-Graf, the managing director of Merkur Innovation Lab — the innovation arm …

Category:  Health Go Health

Insurance innovation: 3 use cases powered by synthetic data in …

WebThey join a short (but growing) list of innovators in the Insurance space, like our friends, Humana, who are creating winning data-centric products with their synthetic …

Category:  Health Go Health

The Complete Guide to Synthetic Test Data Generation for Healthy

WebTest data types and their synthetic data solutions How to generate synthetic test data using AI. Generate synthetic data for testing using a purpose-built, AI-powered …

Category:  Health Go Health

How to generate synthetic data from real data

WebStep 3 - Train and generate. Under the Settings tabs you have the option to change how the synthesization is done. You can specify how many data subjects you …

Category:  Health Go Health

Demonstrating data value in a world with increasing expectations

WebIn 2019, the average total cost of a data breach was $3.92 million USD. This cost includes liability for the damages - more specifically, the cost of patching the …

Category:  Health Go Health

Truly anonymous synthetic data

WebTruly anonymous synthetic data. Head over to Part II of our blog post series to dive deeper into the privacy of synthetic data, and how it can be assessed. Credits: This …

Category:  Health Go Health

What is time series data and how to analyze it effectively

WebTime series data is a sequence of data points that are collected or recorded at intervals over a period of time. What makes a time series dataset unique is the …

Category:  Health Go Health

Data consumer manifesto: the 3 benefits of bringing generative AI

WebData consumer limitations: traditional data synthesis. Traditional data synthesis approaches usually rely on centralized storage, creating bottlenecks and delays in data …

Category:  Health Go Health

Synthetic Data Generation with the Highest Accuracy for Free

WebThe MOSTLY AI Python Client is the official tool for interfacing with the MOSTLY AI Synthetic Data Platform, offering a suite of functionalities directly out of a Python …

Category:  Health Go Health

The digital transformation talk with Rebecca Macieira-Kaufmann, …

WebRebecca has decades of experience in leading banks. She led major transformations and has a unique, executive level perspective to share with those of us interested in all things …

Category:  Health Go Health

AI in insurance: the 6 most important use cases in 2023

Web1. Build lighthouse projects. In order to convince decision makers and get buy-in from multiple stakeholders, it’s a good idea to build lighthouse projects, designed …

Category:  Health Go Health

The Data Democratization Podcast

WebEP 47. December 14, 2023. , 51 m. 47. The secrets of unlocking business value with your data strategy. The 47th episode of the Data Democratization Podcast …

Category:  Health Go Health

and how to protect against them

WebAI-based re-Identification attacks - and how to protect against them. A new, powerful breed of privacy attacks is emerging. One that uses AI to re-identify individuals …

Category:  Health Go Health

Representative test data generation

WebMOSTLY AI’s easy to use Synthetic Data Platform empowers test engineers to create realistic synthetic copies of customer data. The Platform leverage Generative AI Models …

Category:  Health Go Health

Erste Group embraces synthetic data to foster innovation

WebWith a three-year partnership agreement with MOSTLY AI, Erste Group will accelerate innovation in digital banking through the use of synthetic data that is …

Category:  Health Go Health

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