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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 …

Actived: 5 days ago

URL: https://blog.dataiku.com/machine-learning-applications-for-healthcare-fraud-detection

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 …

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 …

Category:  Health Go Health

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

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 …

Category:  Health Go Health

Feature Engineering: The Difference Maker for ML Models

WebApplying domain-specific knowledge to the data preparation phase makes data science and machine learning (ML) projects most meaningful. Without specific use case knowledge, …

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, …

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 …

Category:  Health Go Health

Dataiku for Data Scientists: An Overview of Features & Benefits

WebEasy reuse and sharing of code, datasets, and other assets in Dataiku helps teams reduce inefficiencies and inconsistent data handling while simultaneously …

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 …

Category:  Health Go Health

Using Data Science to Monitor Plant Health

WebTo measure the conditions of the plant, we would need a trio of sensors plugged into the Arduino to detect soil moisture, light, temperature, and humidity. We …

Category:  Health Go Health

Building a Graph Visualization Tool

WebVis.js is a JavaScript library easy to use, designed to handle large amounts of data, and one of most complete graph visualization libraries. It also has many interactive …

Category:  Health Go Health

7 Fundamental Steps to Complete a Data Analytics Project

WebStep 7: Iterate, Iterate, Iterate. The main goal in any business project is to prove its effectiveness as fast as possible to justify, well, your job. The same goes for data …

Category:  Health Go Health

Making Neural Networks Smaller for Better Deployment: Solving

WebThere is a clear trend in the data science and machine learning industry on training bigger and bigger models. These models achieve near-human performance, but …

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, …

Category:  Health Go Health

An Introduction to FinOps for Controlling the Cost of AI Projects

WebFinOps is a holistic approach that aims at bridging the cultural gap between teams. From a practical standpoint, you will need accurate cost numbers and allocations …

Category:  Health Go Health

Tackling the Cold Start Problem for Recommendation Engines

WebThe cold start problem is a major obstacle to user trust. Since we know that transparency improves user trust, it is critical for recommendation engines to reveal the factors that …

Category:  Health Go Health

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