The Batch

Dec 01, 2021

6 Posts

Animated charts show the results of a machine learning model that predicts the best depression drugs for a patient.
Dec 01, 2021

Which Drug Helps Your Depression?: AI System Matches Patients With the Right Depression Drug

Deep learning can predict how patients will respond to two antidepressant medicines.
Computer vision from SewerAI identifies flaws in water pipes.
Dec 01, 2021

AI Goes Underground: Computer Vision From SewerAI Classifies Defective Pipes

A system from California startup SewerAI analyzes videos of underground pipes to prioritize those in need of repair.
Animated graphics from Google demonstrate Project Relate, a tool for recognizing impaired speech. .
Dec 01, 2021

Everyone Has a Voice: Project Relate Offers Synthesized Speech that Works in Real Time

An Android app offers speech recognition model for speech impaired by cerebral palsy, Down syndrome, Parkinson’s disease, stroke, or traumatic brain injury.
Animated illustration shows the model architecture of a graph neural network.
Dec 01, 2021

A Deeper Look at Graphs: Graph Neural Networks Work Better With More Layers

New research shows that drastically increasing the number of layers in a graph neural networks improves its performance on large datasets.
Principles of data
Dec 01, 2021

The Batch: AI Matches Patients to Drugs, Robots Crawl Sewers, New Voices for Atypical Speech, Graph Neural Networks Go Deep

I’ve seen many new technologies go through a predictable process on their journey from idea to large scale adoption. First, a handful of experts apply their ideas intuitively.
Principles of data
Dec 01, 2021

Toward Systematic Data Engineering

I’ve seen many new technologies go through a predictable process on their journey from idea to large scale adoption. First, a handful of experts apply their ideas intuitively.

Subscribe to The Batch

Stay updated with weekly AI News and Insights delivered to your inbox