New AI method captures long-range atomic interactions in complex molecules

Researchers from Google DeepMind in Berlin, BIFOLD, and the Technical University of Berlin have introduced a new machine ...

This protein-engineering breakthrough generates over 10M data points and turbocharges AI in just three days

Protein engineering is a field primed for artificial intelligence research. Each protein is made up of amino acids; to ...
Ophthalmology Advisor

AI Model Detects Cataracts From Slit Lamp Images With High Accuracy

Investigators developed and validated a masked autoencoder deep learning model using vision transformer technology to automate the detection and grading of nuclear cataracts from slit-lamp images.
IEEE

Somatic Mutation Driven Cancer Stage Classification via Autoencoder Clustering and Explainable Deep Learning

Abstract: The identification of the site of origin, stage and driver genes of cancer is important for the improved prognosis of cancer patients. Publicly available somatic mutation data and machine ...
Scientific Research Publishing

Vahdat, A. and Kautz, J. (2020) NVAE: A Deep Hierarchical Variational Autoencoder. Advances in Neural Information Processing Systems, 33, 19667-19679.

ABSTRACT: Treatment response prediction remains one of the most pressing challenges in precision psychiatry, where patient heterogeneity and complex biomarker interactions limit the reliability of ...
IEEE

Sparse Autoencoder-Based Deep Learning Approach for Enhancing End-to-End Communication System Performance

Deep Learning (DL) has emerged as a transformative approach in artificial intelligence, demonstrating remarkable capabilities in solving complex problems once considered unattainable. Its ability to ...
The Conversation

5 ways students can think about learning so that they can learn more − and how their teachers can help

During my years teaching science in middle school, high school and college, some of my students have resisted teaching that educators call higher-order thinking. This includes analysis, creative and ...
The New York Times

A New, ‘Adorable’ Deep-Sea Fish Swims Into View

The bumpy snailfish, discovered 10,000 feet down off the coast of California, shows that not all denizens of the abyss are frightening. By Alexa Robles-Gil For an animal, surviving in the ocean’s ...
Scientific Research Publishing

Traffic Speed Prediction Based on Autoencoder and Deep Learning ()

Traffic prediction is the core of intelligent transportation system, and accurate traffic speed prediction is the key to optimize traffic management. Currently, the traffic speed prediction model ...