Health posts

Explore the latest in our mission to build a better world using data science and AI.

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winners

Meet the winners of Phase 3 of the PREPARE Challenge

Learn how teams developed proof-of-concept approaches for real-world early Alzheimer's prediction

winners

Meet the winners of Phase 2 of the PREPARE Challenge

Learn about how winners detected cognitive decline using speech recordings and social determinants of health survey data

winners

Meet the Winners of the Youth Mental Health Narratives Challenge

Learn about the winning solutions from the Youth Mental Health Challenge Automated Abstraction and Novel Variables Tracks

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Youth Mental Health: Automated Abstraction Benchmark

Learn how to process text narratives using open-source LLMs for the Youth Mental Health: Automated Abstraction challenge

winners

Meet the winners of Phase 1 of the PREPARE Challenge

Learn about the top datasets sourced for Phase 1 of the PREPARE Challenge.

winners

Meet the winners of the SNOMED CT Entity Linking Challenge

Meet the winners with the best systems for detecting clinical terms in medical notes.

tutorial

SNOMED CT Entity Linking Challenge - Benchmark

In this guest post from Veratai, we'll help you get started with the SNOMED CT Entity Linking Challenge!

winners

Meet the winners of the Unsupervised Wisdom Challenge!

Introducing the winners of the Unsupervised Wisdom Challenge! Meet the top teams who explored emergency department narratives about older adult falls.

winners

Meet the winners of VisioMel Challenge: Predicting Melanoma Relapse

Hear from the winners how they managed to predict melanoma relapse using digital pathology slides!

winners

Meet the winners of the Tick Tick Bloom: Harmful Algal Bloom Detection Challenge

Meet the participants who cracked the code to detect harmful algal blooms! Monitoring cyanobacteria in lakes and reservoirs keeps both the human and marine life that rely on these water bodies safe and healthy.

tutorial

VisioMel Challenge: Predicting Melanoma Relapse - Benchmark

Get started with the VisioMel Challenge! Come up with the best algorithms for predicting melanoma relapse.

tutorial

How to Predict Harmful Algal Blooms Using LightGBM and Satellite Imagery

We'll show how to use satellite imagery and LightGBM to create a tree-based model predicting harmful algal blooms. This post will help you get started on our new Tick Tick Bloom Challenge!

winners

Meet the winners of the NASA Airathon: Predict Air Quality Challenge

Meet the competitors who topped the leaderboards in the NASA Airathon challenge. Their predictions of surface-level air pollution could give millions of people the information required to protect their health.

winners

Meet the winners of TissueNet: Detect Lesions in Cervical Biopsies

Hear from the winners who were best able to diagnose whole slide images of cervical biopsies using computer vision.

winners

Meet the winners of the Clog Loss Challenge for Alzheimer's Research

Meet the winners who were best able to detect clogged blood vessels and advance Alzheimer's research from 3D image stacks.

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Advance Alzheimer’s Research with Stall Catchers - Benchmark

In this guest post by MathWorks, we'll show you how to start working with videos to determine if a blood vessel is stalled or flowing.

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Flu Shot Learning: Predict H1N1 and Seasonal Flu Vaccines - Benchmark

In this post, we will show you how to get started with machine learning for predicting flu vaccination.

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Machine Learning With A Heart - Benchmark

We've all got to start somewhere. In this post we'll show you how to start using data science to predict heart health!

tools

How the Concept to Clinic challenge uses Docker for reproducibility and orchestration

Ensuring easy setup of the application stack and efficient segmentation of the various components of the Concept to Clinic challenge is precisely where Docker excels, especially when used with Docker Compose, its tool for declaring and orchestrating multiple services. In this post, we'll dive into some background on Docker and explain how we're using it in the Concept to Clinic challenge.

tutorial

DengAI: Predicting Disease Spread - Benchmark

We're launching a new competition to forecast the spread of dengue.

winners

Meet the winners of the safe aging challenge

See how DrivenData's Top Modelers managed to predict activities from sensor data

winners

Announcing the results of our Keeping It Fresh competition

See who kept it the freshest — meet the winners of the Keeping It Fresh competition.

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