Blog.dataiku.com

The Power of Anomaly Detection in Healthcare: An …

WEBGenerative AI is all the rage, but traditional machine learning (ML) techniques such as anomaly detection are still super important. In healthcare, anomaly detection offers …

Actived: 6 days ago

URL: https://blog.dataiku.com/anomaly-detection-in-healthcare

Healthcare Analytics: Data-Driven Scheduling to Reduce No-Shows

WEBWe will then offer an alternative approach to addressing no-show appointments that makes use of predictive analytics. Lastly, we will discuss how this method could be applied to …

Category: Health Go Health

AI in Patient Care Models: How It Started vs. How It’s Going

WEBHow It’s Going. April 27, 2023. Scaling AI. I always enjoy the entertainment of “How It Started vs. How It's Going ” memes. The juxtaposition of two states by removing the …

Category: Health Go Health

AI in Pharma: Key Takeaways From MIT Technology Review

WEBPatient data augmented by AI can personalize dosages, track side-effects, monitor health metrics, recommend lifestyle changes, and warn of conditions early, says Vipin Gopal, …

Category: Health Go Health

Overcome Data Challenges, Navigate Regulations, & Unlock

WEBIn healthcare, outstanding challenges intersect with transformative possibilities when it comes to AI transformation. That said, the integration of AI and an emphasis on data …

Category: Health Go Health

Get the Bigger Picture With Social Determinants of Health

WEBThe challenge to identify and address health disparities tied to social vulnerabilities is by no means a new problem. It’s well known that marginalized communities face barriers to …

Category: Health Go Health

Healthcare Analytics from the Pros

WEBHealthcare Analytics from the Pros. Medicine is always evolving, but healthcare as an industry struggles to incorporate data analytics into their workflows. We sat down with a …

Category: Medicine Go Health

Machine Learning Based Fraud Detection Models in Healthcare

WEBAccurate fraud detection that moves beyond traditional rules-based systems can equip healthcare organizations with the ability to target their resources where they can do the …

Category: Health Go Health

How to Measure Dataset Similarity: Understanding the Impact of …

WEBMeasuring similarity between two datasets is critical in many ML fields, such as detecting dataset shift and evaluating its impact on a model’s performance. This article describes …

Category: Health Go Health

Top 3 Barriers to Entry for AI in Health Care

WEBHere are the top barriers to entry for AI in health care. 1. Establishing Trust. Trust in AI systems is a global issue that certainly goes beyond health care — in fact, 33% of US …

Category: Health Go Health

4 Trends for AI in Life Sciences for 2023

WEB2023 needs to bring actionable efforts into improving health equity. This will rely on broadening the approach to data; and understanding and collecting the right sources to …

Category: Health Go Health

How to Optimize Hospital Staffing and Improve Patient Care

WEBGlobal healthcare today is facing a clinician shortage crisis. Projections indicate that by 2030 demand for health workers will rise to 80 million, but the World Health …

Category: Health Go Health

Top Use Cases for Generative AI in Banking, FSI, & Insurance

WEBDataiku built a full Generative AI Use Case Collection using experience gained from working with our more than 500 customers. From risk management to customer service, this …

Category: Health Go Health

Put Your Data to Work in Health Care

WEBQuantified self, population health, patient engagement, telehealth, interoperability… the health care IT industry is buzzing with plenty of opportunities but is missing a few basic …

Category: Health Go Health

Insurance Claims Modeling With GLM: A Modern Approach

WEBThe Insurance Claims Modeling with GLM solution provides a reusable project to modernize the use and practice of GLM models. With this solution, actuaries, pricing product teams, …

Category: Health Go Health

What Is a Large Language Model, the Tech Behind ChatGPT

WEBA Large Language Model Is a Type of Neural Network. A neural network is a type of machine learning model based on a number of small mathematical functions called …

Category: Health Go Health

Effectively Handling Large Datasets

WEBManaging the storage of large datasets is the first step in effective data handling. Here are some strategies: Distributed File Systems: Systems like Hadoop Distributed File System …

Category: Health Go Health

How to Address Churn With Predictive Analytics

WEBIn its simplest form: Churn (or attrition) is when customers leave, and companies in nearly every industry have to address it because it has the power to plateau the growth of any …

Category: Health Go Health

Top Data Challenges (& Solutions) for Financial Institutions

WEBTop Data Challenges (& Solutions) for Financial Institutions. March 26, 2021. Data Basics, Use Cases & Projects, Scaling AI Julien Antunes Mendes, Samuel Mahy, Xavier …

Category: Health Go Health

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